Ran Zhang

289 papers A* 10A 5B 20C 5Misc 9Journal 183Unranked 56
YearRankTypeTitle / Venue / Authors
2026 J jnl
IEEE Trans. Affect. Comput.
Feng Zhou, Ran Zhang, Shuxia Yao, Debo Dong, Pan Feng, Georg S. Kranz, Tingyong Feng, Benjamin Becker
2026 J jnl
Expert Syst. Appl.
Haifeng Yang, Ran Zhang, Jianghui Cai, Jie Wang, Yupeng Wang, Yating Li, Yaling Xun, Xujun Zhao
2026 J jnl
IEEE Trans. Circuits Syst. Video Technol.
Ran Zhang, Xuanhua He, Ke Cao, Liu Liu, Li Zhang, Man Zhou, Jie Zhang, Dan Guo, Meng Wang
2026 J jnl
Appl. Math. Comput.
Tianbo An, Ran Zhang, Jian Zhao, Huizhen Zhang, Zhen Wang
2026 J jnl
Pattern Recognit.
Minkang Chai, Lu Wei, Zheng Qian, Ran Zhang, Ye Zhu
2026 J jnl
IEEE Signal Process. Lett.
Ran Zhang, Kaihong Guo
2026 J jnl
CoRR
Junhao Wei, Wenxuan Zhu, Qingyang Xu, Yanxiao Li, Yifu Zhao, Zikun Li, Ran Zhang, Yanzhao Gu, Jinhong Song, Yapeng Wang, Zhiwen Wang, Ngai Cheong, Sio-Kei Im, Xu Yang
2026 J jnl
IEEE Access
Mingjun Tang, Renwen Chen, Junwu Zhu, Yuqi Jiang, Ran Zhang, Yu Cui, Bo Zhang
2026 J jnl
CoRR
Ran Zhang, Xuanhua He, Liu Liu
2026 A* conf
AAAI
Chunyu Hu, Tianyin Liao, Yicheng Sui, Ran Zhang, Xiao Wang, Ziwei Zhang
2026 J jnl
IEEE Trans. Big Data
Cong Wang, Yang Luo, Ke Wang, Hui Zhang, Naijie Gu, Ran Zhang, Wenzhuo Du, Fan Yu, Jun Yu
2026 J jnl
CoRR
Ran Zhang, Yucong Lin, Zhaoli Su, Bowen Liu, Danni Ai, Tianyu Fu, Deqiang Xiao, Jingfan Fan, Yuanyuan Wang, Mingwei Gao, Yuwan Hu, Shuya Gao, Jingtao Li, Jian Yang, Hong Song, Hongliang Sun
2026 J jnl
Digit. Signal Process.
Min Wang, Liang Zhong, Ran Zhang, Shuyi Zhang
2026 J jnl
CoRR
Songlin Yang, Zhe Wang, Xuyi Yang, Songchun Zhang, Xianghao Kong, Taiyi Wu, Xiaotong Zhao, Ran Zhang, Alan Zhao, Anyi Rao
2026 J jnl
Commun. Nonlinear Sci. Numer. Simul.
Kai Wang, Hao Wang, Jianshe Yu, Ran Zhang
2026 J jnl
Adv. Eng. Softw.
Pengfei Sun, Jiantao Bai, Ran Zhang, Fei Cheng, Xiaojiang Zhang, Wenjie Zuo
2026 A* conf
WWW
Tianyin Liao, Ge Lan, Rui Chen, Ran Zhang, Zhiming Chen, Xiao Wang, Ziwei Zhang
2025 J jnl
IEEE Trans. Circuits Syst. I Regul. Pap.
Ran Zhang, Xueru Cen, Ka-Fai Un, Mingqiang Guo, Liang Qi, Rui Paulo Martins, Sai-Weng Sin
2025 conf
ICC Workshops
Xiaohan Qi, Jinyan Du, Jiang Liu, Liang Liu, Ran Zhang, Zhangyi Chen, Yao Wen
2025 conf
SpatialDI
Xiaohui Chen, Ran Zhang, Deze Wang, Bing Zhang, Yunpeng Zhao, LinYe, Mingqi Zheng
2025 conf
SpatialDI
Lin Ye, Xiaohui Chen, Haiyan Liu, Ran Zhang, Bing Zhang, Mingqi Zheng
2025 J jnl
CoRR
Tao Wang, Xucheng Meng, Ran Zhang, Guanghui Hu
2025 J jnl
IEEE Internet Things J.
Yuning Qi, Jingguo Bi, Lixiang Li, Haipeng Peng, Ran Zhang, Xiaofei He
2025 J jnl
J. Supercomput.
Shuang Bao, Lixiang Li, Haipeng Peng, Ran Zhang
2025 J jnl
J. Comput. Phys.
Tao Wang, Yang Kuang, Ran Zhang, Guanghui Hu
2025 J jnl
CoRR
Ran Zhang, Hongpeng Sun
2025 Misc conf
NSDI
Fei Gui, Kaihui Gao, Li Chen, Dan Li, Vincent Liu, Ran Zhang, Hongbing Yang, Dian Xiong
2025 J jnl
CoRR
Qinjiao Gao, Zuowei Wang, Ran Zhang, Dongjiang Wang
2025 J jnl
CoRR
Junhao Wei, Yanzhao Gu, Ran Zhang, Yanxiao Li, Wenxuan Zhu, Jinhong Song, Yapeng Wang, Xu Yang, Ngai Cheong
2025 J jnl
IEEE Access
Ran Zhang, Xiaoping Wu, Xude Zhang, Li Xu
2025 conf
ACM Great Lakes Symposium on VLSI
Minglei Zhou, Rongliang Fu, Ran Zhang, Xiaochun Ye, Tsung-Yi Ho, JunYing Huang
2025 J jnl
CoRR
Siyuan Tong, Qilong Zhai, Qian Zhang, Ran Zhang
2025 J jnl
J. Supercomput.
Ran Zhang, Jingguo Bi, Lixiang Li, Haipeng Peng
2025 J jnl
CoRR
Yingqian Xu, Xiaohan Li, Caihua Wan, Ran Zhang, Bin He, Shiqiang Liu, Jihao Xia, Dehao Kong, Shilong Xiong, Guoqiang Yu, Xiufeng Han
2025 J jnl
CoRR
Rushuai Yang, Hangxing Wei, Ran Zhang, Zhiyuan Feng, Xiaoyu Chen, Tong Li, Chuheng Zhang, Li Zhao, Jiang Bian, Xiu Su, Yi Chen
2025 J jnl
CoRR
Ran Zhang, Kun Ouyang, Tiancheng Ma, Yida Yang, Dong Fang
2025 J jnl
CoRR
Wenzheng Zhao, Ran Zhang, Ruth Palan Lopez, Shu-Fen Wung, Fengpei Yuan
2025 J jnl
Axioms
Kai Wang, Murat Sat, Xin-Jian Xu, Ran Zhang
2025 J jnl
Eng. Appl. Artif. Intell.
Chunhui Ji, Guang Jin, Ran Zhang
2025 J jnl
Syst.
Peng Jiang, Zhaohu Dong, Ran Zhang, Yingchun Song
2025 J jnl
IET Inf. Secur.
Ran Zhang, Jingguo Bi, Lixiang Li, Haipeng Peng
2025 J jnl
IEEE Trans. Intell. Transp. Syst.
Xuheng Wang, Qianyu Liu, Longhua Ma, Chiew Foong Kwong, Ran Zhang, Ming Xu
2025 J jnl
CoRR
Ran Zhang, Mohannad Elhamod
2025 J jnl
Int. J. Comput. Appl. Technol.
Ran Zhang
2025 J jnl
J. Chem. Inf. Model.
Ran Zhang, Shihang Wang, Lin Wang, Siyuan Tian, Yilin Tang, Fang Bai
2025 J jnl
CoRR
Ran Zhang, Xuanhua He, Ke Cao, Liu Liu, Li Zhang, Man Zhou, Jie Zhang
2025 J jnl
CoRR
Qinjiao Gao, Longzhe Xu, Dongjiang Wang, Ran Zhang
2025 Misc conf
TASE
Jiabao Zeng, Yuanlin Li, Ran Zhang, Yuanmin Xie, Kejia Li, Min Zhou
2025 conf
ICCSIT
Ran Zhang, Minkang Chai, Zheng Qian, Lu Wei
2025 J jnl
Eng. Appl. Artif. Intell.
Minkang Chai, Lu Wei, Zheng Qian, Ran Zhang, Ye Zhu, Baoqing Zhou
2025 A conf
ICME
Liu Liu, Ran Zhang, Wenbo Xu, Li Zhang, Yiming Tang, Qi Wu, Hao Wu
2025 J jnl
IEEE Robotics Autom. Lett.
Zhongyuan Zhang, Jinkui Chu, Tao Song, Jikun Guo, Ran Zhang, Jinshan Li
2025 J jnl
IEEE Internet Things J.
Pengfei Yu, Weicong Huang, Ran Zhang, Xinyuan Qian, Hongwei Li, Hanxiao Chen
2025 J jnl
Intell. Data Anal.
Yupeng Wang, Jianghui Cai, Haifeng Yang, Chenhui Shi, Min Zhang, Jie Wang, Ran Zhang, Xujun Zhao
2025 J jnl
CoRR
Wenbo Xu, Liu Liu, Li Zhang, Ran Zhang, Hao Wu, Dan Guo, Meng Wang
2025 A* conf
DAC
Rongliang Fu, Ran Zhang, Ziyang Zheng, Zhengyuan Shi, Yuan Pu, JunYing Huang, Qiang Xu, Tsung-Yi Ho
2025 J jnl
IEEE Internet Things J.
Ran Zhang, Jingguo Bi, Lixiang Li, Haipeng Peng
2025 J jnl
IEEE Internet Things J.
Ran Zhang, Jingguo Bi, Lixiang Li, Haipeng Peng
2025 J jnl
Knowl. Based Syst.
Yuning Qi, Ran Zhang, Jingguo Bi, Lixiang Li, Haipeng Peng, Shuwen Luo
2025 A* conf
CVPR
Zhiyang Guo, Jinxu Xiang, Kai Ma, Wengang Zhou, Houqiang Li, Ran Zhang
2025 J jnl
IEEE Trans. Consumer Electron.
Siqi Cai, Ran Zhang, Hongxu Zhu, Haizhou Li
2025 J jnl
CoRR
Mahmoud Afifi, Zhongling Wang, Ran Zhang, Michael S. Brown
2025 J jnl
Clust. Comput.
Ran Zhang, Xiao Chen, Maoyuan Li
2025 J jnl
CoRR
Junhao Wei, Yanzhao Gu, Ran Zhang, Mingjing Huang, Jinhong Song, Yanxiao Li, Wenxuan Zhu, Yapeng Wang, Zikun Li, Zhiwen Wang, Xu Yang, Ngai Cheong
2025 J jnl
CoRR
Meng Huang, Jinming Wen, Ran Zhang
2025 J jnl
Commun. Nonlinear Sci. Numer. Simul.
Xiaoya Gong, Ran Zhang, Jinliang Wang
2025 J jnl
CoRR
Ye Lin, Jiwei Jia, Young Ju Lee, Ran Zhang
2025 J jnl
J. Comput. Phys.
Ye Lin, Jiwei Jia, Young Ju Lee, Ran Zhang
2025 J jnl
CoRR
Jingshi Li, Jiachuan Zhang, Ran Zhang
2025 J jnl
CoRR
Ahmadreza Jeddi, Hakki Can Karaimer, Hue Nguyen, Zhongling Wang, Ke Zhao, Javad Rajabi, Ran Zhang, Raghav Goyal, Babak Taati, Radek Grzeszczuk
2025 J jnl
CoRR
Mahmoud Afifi, Ran Zhang, Michael S. Brown
2025 J jnl
CoRR
Ran Zhang, Xuanhua He, Li Xueheng, Ke Cao, Liu Liu, Wenbo Xu, Jiabin Fang, Yang Qize, Jie Zhang
2025 J jnl
J. Comput. Phys.
Lin Yang, Xiang-Gui Li, Wei Yan, Ran Zhang
2025 J jnl
CoRR
Mahmoud Afifi, Luxi Zhao, Abhijith Punnappurath, Mohammed A. Abdelsalam, Ran Zhang, Michael S. Brown
2025 J jnl
IEEE Trans. Consumer Electron.
Dongyu Zheng, Ran Zhang, Weixing Tan, Lei Liu, Guoming Tang
2025 J jnl
J. Comput. Appl. Math.
Jingshi Li, Jiachuan Zhang, Ran Zhang
2024 C conf
ISCAS
Ran Zhang, Ka-Fai Un, Mingqiang Guo, Liang Qi, Dengke Xu, Weibing Zhao, Rui Paulo Martins, Franco Maloberti, Sai-Weng Sin
2024 J jnl
CoRR
Shenshen Luan, Luyuan Wang, Yepeng Liu, Ninghan Sun, Ran Zhang
2024 J jnl
CoRR
Tao Wang, Yang Kuang, Ran Zhang, Guanghui Hu
2024 J jnl
Comput. Math. Appl.
Fuchang Huo, Ruishu Wang, Yanqiu Wang, Ran Zhang
2024 J jnl
Comput. Geosci.
Xin Luo, Jianmeng Sun, Ran Zhang, Peng Chi, Ruikang Cui
2024 conf
ICC
Ran Zhang, Hongwei Li, Xinyuan Qian, Wenbo Jiang, Xilin Zhang
2024 J jnl
Sensors
Yunlong Zhang, Laigang Zhang, Zhijun Guo, Ran Zhang
2024 J jnl
Comput. Electr. Eng.
Lu Li, Wenyu Xu, Yuan Gao, Yuxu Lu, Dong Yang, Ryan Wen Liu, Ran Zhang
2024 B conf
GLOBECOM
Rui Zhang, Hongwei Li, Wenbo Jiang, Ran Zhang, Jiaming He
2024 conf
Nursing Informatics
Weige Sun, Weixin Cai, Ran Zhang
2024 J jnl
Sensors
Cun Li, Ran Zhang, Le Hao, Yulong Zhao
2024 conf
CDC
Yuan Zhang, Ran Zhang, Huifeng Li
2024 J jnl
IEEE Trans. Cogn. Dev. Syst.
Siqi Cai, Ran Zhang, Malu Zhang, Jibin Wu, Haizhou Li
2024 B conf
WCNC
Ting Xiong, Xiaofan Xu, Ping Du, Yueyue Zhang, Ran Zhang, Jiang Liu
2024 J jnl
J. Supercomput.
Zhihua Liu, Ran Zhang, Yuanyuan Yang, Zhaoye Chen, Mengnan Hao, Jiaxing Chen
2024 B conf
GLOBECOM
Zhangyi Chen, Jiang Liu, Ran Zhang, Guanwen Li, Xiaohan Qi, Rui Ding
2024 J jnl
Adv. Eng. Informatics
Bowen Wang, Jiaxin Zhang, Ran Zhang, Yunqin Li, Liangzhi Li, Yuta Nakashima
2024 conf
ICTA
Ran Zhang, Ka-Fai Un, Zhensheng Li, Mingqiang Guo, Liang Qi, Rui Paulo Martins, Sai-Weng Sin
2024 J jnl
CoRR
Zhengjie Sun, Leevan Ling, Ran Zhang
2024 J jnl
CoRR
Zhiyang Guo, Jinxu Xiang, Kai Ma, Wengang Zhou, Houqiang Li, Ran Zhang
2024 J jnl
IEEE Geosci. Remote. Sens. Lett.
Lei Song, Xingyao Yin, Ran Zhang, Shuangshuang Zhou, Wei Xiang, Zhan Wang
2024 conf
ISBI
Jia Li, Ran Zhang, Siqi Cai
2024 J jnl
IEEE Trans. Geosci. Remote. Sens.
Jun Lu, Ran Zhang, Qi Li, Xianliang Hong
2024 J jnl
Sensors
Ran Zhang, Lei Liu, Mianxiong Dong, Kaoru Ota
2024 J jnl
IEEE Trans. Cogn. Commun. Netw.
Ran Zhang, Ning Liu, Lei Liu, Mianxiong Dong, Kaoru Ota, Zhongmin Yan
2024 conf
LREC/COLING
Paulina Garcia Corral, Hanna Béchara, Ran Zhang, Slava Jankin
2024 B conf
GLOBECOM
Ran Zhang, Hongwei Li, Xinyuan Qian, Xiaoyuan Liu, Wenbo Jiang
2024 J jnl
Int. J. Comput. Appl. Technol.
Ran Zhang
2024 J jnl
IEEE Trans. Geosci. Remote. Sens.
Lei Song, Xingyao Yin, Ran Zhang, Jinpeng Li, Jiale Zhang, Jiayun Li
2024 Misc conf
ICASSP
Siqi Cai, Ran Zhang, Haizhou Li
2024 J jnl
Comput. Hum. Behav.
Xinqi Zhou, Qi Liu, Lan Wang, Xianyang Gan, Ran Zhang, Xiqin Liu, Guojuan Jiao, Christian Montag, Weihua Zhao, Benjamin Becker
2024 conf
ICCIP
Ran Zhang, Yiran Zhao, Danpu Liu, Jufeng Fei, Mingqi Li, Zhilong Zhang
2024 J jnl
Appl. Math. Lett.
Ran Zhang, Kai Wang, Chuan-Fu Yang
2023 conf
CACRE
Hang Yu, Yixi Zhao, Ran Zhang, Haiping Guo, Chongben Ni, Jinhong Ding
2023 conf
ASICON
Hangbiao Li, Ran Zhang, Kai Zhang, Xiaodong Zhao, Zhiqing Liu, Shuai Liu
2023 J jnl
IEEE Trans. Instrum. Meas.
Zhongyuan Zhang, Jinkui Chu, Hao Yu, Ran Zhang, Suiyu Liu
2023 J jnl
IEEE Trans. Cybern.
Jiayue Sun, Juan Zhang, Huaguang Zhang, Ran Zhang
2023 J jnl
CoRR
Fuchang Huo, Ruishu Wang, Yanqiu Wang, Ran Zhang
2023 J jnl
J. Multim. Inf. Syst.
Ran Zhang
2023 J jnl
IEEE Access
Fei Su, Yu Liu, Kaixiao Nie, Yaohui Liu, Jingxue Bi, Ran Zhang, Guoqiang Zheng
2023 J jnl
CoRR
Yao Shi, Xiaofeng Zhang, Ran Zhang, Zhou Yang, Xiao Tang, Hongni Ye, Yi Wu
2023 J jnl
Eng. Appl. Artif. Intell.
Feng Zhao, Peng Zhang, Ran Zhang, Mengwei Li
2023 A* conf
SIGCOMM
Kaihui Gao, Li Chen, Dan Li, Vincent Liu, Xizheng Wang, Ran Zhang, Lu Lu
2023 J jnl
ISPRS Int. J. Geo Inf.
Ran Zhang, Lei Cao, Yiqing Liu, Ru Guo, Junjie Luo, Ping Shu
2023 J jnl
CoRR
Meng Zhao, Yifan Hu, Ruixuan Jiang, Yuanli Zhao, Dong Zhang, Yan Zhang, Rong Wang, Yong Cao, Qian Zhang, Yonggang Ma, Jiaxi Li, Shaochen Yu, Wenjie Li, Ran Zhang, Yefeng Zheng, Shuo Wang, Jizong Zhao
2023 A* conf
SIGCOMM
Kaihui Gao, Li Chen, Dan Li, Vincent Liu, Xizheng Wang, Ran Zhang, Lu Lu
2023 J jnl
CoRR
Ruocheng Wang, Yunzhi Zhang, Jiayuan Mao, Ran Zhang, Chin-Yi Cheng, Jiajun Wu
2023 J jnl
CoRR
Bowen Wang, Jiaxing Zhang, Ran Zhang, Yunqin Li, Liangzhi Li, Yuta Nakashima
2023 J jnl
Complex Intell. Syst.
Jinli Li, Ming Jiang, Yunbai Qin, Ran Zhang, Sai Ho Ling
2023 A* conf
NeurIPS
Ruth Dannenfelser, Jeffrey Zhong, Ran Zhang, Vicky Yao
2023 J jnl
CoRR
Ruth Dannenfelser, Jeffrey Zhong, Ran Zhang, Vicky Yao
2023 J jnl
Bioinform.
Laetitia Meng-Papaxanthos, Ran Zhang, Gang Li, Marco Cuturi, William Stafford Noble, Jean-Philippe Vert
2023 J jnl
BMC Medical Imaging
Sha Li, Xinxin Yu, Rongchao Shi, Baosen Zhu, Ran Zhang, Bing Kang, Fangyuan Liu, Shuai Zhang, Ximing Wang
2023 J jnl
Math. Comput. Simul.
Peng Wu, Ran Zhang, Anwarud Din
2023 J jnl
IEEE Trans. Aerosp. Electron. Syst.
Yuan Zhang, Ran Zhang, Huifeng Li
2023 J jnl
Comput. Chem. Eng.
Xiaolong Ge, Ran Zhang, Pengfei Liu, Botan Liu, Botong Liu
2023 conf
CIPAE
Ran Zhang, Xian Jiang
2023 J jnl
Comput. Networks
He Tian, Kaihong Guo, Ran Zhang, Shiliang Shao
2023 J jnl
Math. Comput. Simul.
Wenwu Gao, Jiecheng Wang, Ran Zhang
2023 J jnl
Vis. Comput. Ind. Biomed. Art
Fangfang Zhou, Jiapeng Mi, Beiwen Zhang, Jingcheng Shi, Ran Zhang, Xiaohui Chen, Ying Zhao, Jian Zhang
2023 A* conf
CVPR
Nikita Dvornik, Isma Hadji, Ran Zhang, Konstantinos G. Derpanis, Richard P. Wildes, Allan D. Jepson
2023 J jnl
CoRR
Nikita Dvornik, Isma Hadji, Ran Zhang, Konstantinos G. Derpanis, Animesh Garg, Richard P. Wildes, Allan D. Jepson
2023 conf
ICCSIE
Yuanshi Deng, Zhengwei Chang, Jun Zhao, Wei Pu, Xuanwen Ding, Ran Zhang, Hongyan Wang, Xiaopei Guo, Hongqiang Gong
2023 J jnl
IEEE Access
Ran Zhang, Honghong Ren, Xingda Li, Yuanming Ding
2023 J jnl
IEEE Access
Ran Zhang, Xingda Li, Honghong Ren, Yuanming Ding, Yifei Meng, Qingyu Xia
2022 J jnl
Int. J. Digit. Crime Forensics
Ran Zhang, Zhihan Pan, Yifeng Yin, Zengyu Cai
2022 J jnl
J. Frankl. Inst.
He Chen, Ran Zhang, Weipeng Liu, Haiyong Chen
2022 conf
ASCC
Zibo Liu, Ran Zhang
2022 conf
ICEBE
Hua Bai, Björn Berg Marklund, Ran Zhang
2022 conf
BIC
Ke Liu, Ran Zhang, Yixuan Wang, Liuqing Shen, Peipei Han, Zhe Chen, Yijun Qi, SheGan Gao
2022 B conf
IEEE Big Data
Hannah Béchara, Ran Zhang, Shuzhou Yuan, Slava Jankin
2022 J jnl
Sensors
Qingyu Xia, Yuanming Ding, Ran Zhang, Minti Liu, Huiting Zhang, Xiaoqi Dong
2022 J jnl
Scientometrics
Yan Qi, Xin Zhang, Zhengyin Hu, Bin Xiang, Ran Zhang, Shu Fang
2022 J jnl
CoRR
Saeid Asgari Taghanaki, Ali Gholami, Fereshte Khani, Kristy Choi, Linh Tran, Ran Zhang, Aliasghar Khani
2022 B conf
CHASE
Xiaowen Su, Fengpei Yuan, Ran Zhang, Jian Liu, Marie Boltz, Xiaopeng Zhao
2022 conf
CCBR
Zhibo Zhang, Lin Cui, Qingyi Liu, Guozhong Liu, Ran Zhang, Meng Tian, Yingxia Fu, Peirui Bai
2022 A* conf
NeurIPS
Ruocheng Wang, Yunzhi Zhang, Jiayuan Mao, Ran Zhang, Chin-Yi Cheng, Jiajun Wu
2022 A conf
ICWS
Ran Zhang, Ning Liu, Lei Liu, Wei Zhang, Haitao Yuan, Mianxiong Dong, Lizhen Cui
2022 J jnl
CoRR
He Zhang, Ran Zhang, Tao Zhou
2022 J jnl
Digit. Signal Process.
Ran Zhang, Zimeng Wang, Yu Tan, Xincheng Yang, Shenghui Yang
2022 Misc conf
ICASSP
Yi Zou, Pei Zou, Yi Zhao, Kaixiang Zhang, Ran Zhang, Xiaorui Wang
2022 J jnl
Sensors
Sen Li, Ran Zhang, Yuanming Ding, Xutong Qin, Yajun Han, Huiting Zhang
2022 conf
APWeb/WAIM Workshops
Ran Zhang, Su Li, Junxiang Ding, Chuanbao Zhang, Likuan Du, Junlu Wang
2022 J jnl
J. Comput. Biol.
Ran Zhang, Laetitia Meng-Papaxanthos, Jean-Philippe Vert, William Stafford Noble
2022 J jnl
IEEE Access
Ran Zhang, Min Liu, Zhihan Pan, Yifeng Yin
2022 J jnl
Entropy
Qingyu Xia, Yuanming Ding, Ran Zhang, Huiting Zhang, Sen Li, Xingda Li
2022 Misc conf
WSC
Zhuo Sun, Yiwen Su, Kaili Liu, Ran Zhang
2022 J jnl
Comput. Electron. Agric.
Yue Jia, Yongjun Su, Ran Zhang, Zhaona Zhang, Yukuo Lu, Dongxu Shi, Chaoqian Xu, Dongfeng Huang
2022 J jnl
IEEE Trans. Veh. Technol.
Linhang Jiao, Ran Zhang, Mingqian Liu, Qiaozhi Hua, Nan Zhao, Arumugam Nallanathan, Xianbin Wang
2022 B conf
GLOBECOM
Ran Zhang, Jian Zhang, Lei Liu, Zhongmin Yan, Mianxiong Dong
2022 A conf
BMVC
Avery Ma, Nikita Dvornik, Ran Zhang, Leila Pishdad, Konstantinos G. Derpanis, Afsaneh Fazly
2022 J jnl
CoRR
Avery Ma, Nikita Dvornik, Ran Zhang, Leila Pishdad, Konstantinos G. Derpanis, Afsaneh Fazly
2022 B conf
RECOMB
Ran Zhang, Laetitia Meng-Papaxanthos, Jean-Philippe Vert, William Stafford Noble
2022 J jnl
Serv. Oriented Comput. Appl.
Ulf Wilhelmsson, Wei Wang, Ran Zhang, Marcus Toftedahl
2022 J jnl
Comput. Aided Des.
Jiaming Yang, Gang Zhao, Wei Wang, Xiaoxiao Du, Mayi Guo, Ran Zhang
2022 J jnl
Neural Comput. Appl.
Linyang Guo, Runxian Yang, Zhichao Zhong, Ran Zhang, Bo Zhang
2022 J jnl
IET Signal Process.
Ran Zhang, Xingxing Liu, Yongjun Zheng, Haotun Lv, Baosheng Li, Shenghui Yang, Yu Tan
2022 J jnl
Signal Process.
Ran Zhang, Xingxing Liu, Yu Tan, Xincheng Yang, Lina Zhang
2022 J jnl
Sensors
Ran Zhang, Sen Li, Yuanming Ding, Xutong Qin, Qingyu Xia
2022 J jnl
IEEE Trans. Veh. Technol.
Ran Zhang, Xinying Chen, Mingqian Liu, Nan Zhao, Xianbin Wang, Arumugam Nallanathan
2022 J jnl
CoRR
Leila Pishdad, Ran Zhang, Konstantinos G. Derpanis, Allan D. Jepson, Afsaneh Fazly
2021 J jnl
Sci. Program.
Hui Liu, Yang Liu, Ran Zhang, Xia Wu
2021 conf
IEEM
Jichao Wang, Ran Zhang, Guanqiang Qi, Lanqing Hong
2021 J jnl
Wirel. Commun. Mob. Comput.
Hui Liu, Yang Liu, Zhenquan Qin, Ran Zhang, Zheng Zhang, Liao Mu
2021 conf
ICCSE
Yang Kuang, Ran Zhang
2021 conf
NEMS
Yuanyi Fan, Ran Zhang, Ze Liu, Chuanlong Guan, Jinkui Chu
2021 conf
ICC
Ran Zhang, Xiaowei Pang, Weidang Lu, Nan Zhao, Mingqian Liu, Yunfei Chen, Dusit Niyato
2021 B conf
TrustCom
Yuhua Ling, Ran Zhang, Mingcan Cen, Xunao Wang, M. Jiang
2021 A conf
RE
Ran Zhang, Andreas Albrecht, Jonathan Kausch, Henrik J. Putzer, Thomas Geipel, Prashanth Halady
2021 J jnl
J. Supercomput.
Kuo-Kun Tseng, Ran Zhang, Chien-Ming Chen, Mohammad Mehedi Hassan
2021 B conf
TrustCom
Jinli Li, Ran Zhang, Mingcan Cen, Xunao Wang, M. Jiang
2021 J jnl
IEEE Trans. Wirel. Commun.
Ran Zhang, Xiaowei Pang, Weidang Lu, Nan Zhao, Yunfei Chen, Dusit Niyato
2021 J jnl
Wirel. Commun. Mob. Comput.
Peng Yang, Wei Guo, Guanghua Wu, Cong Wang, Kai Zhang, Ran Zhang
2021 J jnl
IEEE Trans. Ind. Electron.
Zhanfeng Song, Xiaohui Ma, Ran Zhang
2021 B conf
IJCNN
Saheed A. Tijani, Xingjun Ma, Ran Zhang, Frank Jiang, Robin Doss
2021 conf
ICCAIS
Ran Zhang, Lei Zuo, Pengfei Wang, Ming Li
2021 conf
ICEBE
Wei Wang, Ran Zhang
2021 J jnl
IEEE Wirel. Commun. Lett.
Ran Zhang, Xiaowei Pang, Jie Tang, Yunfei Chen, Nan Zhao, Xianbin Wang
2021 J jnl
CoRR
Yi Zou, Pei Zou, Yi Zhao, Kaixiang Zhang, Ran Zhang, Xiaorui Wang
2021 J jnl
Multim. Tools Appl.
Yong Wang, Yibo Huang, Ran Zhang, Qiu-Yu Zhang
2021 J jnl
IEEE Trans. Ind. Electron.
Zhanfeng Song, Fengjiao Zhou, Yun Yu, Ran Zhang, Siyu Hu
2021 A* conf
ACM Multimedia
Haotian Zhang, Allan D. Jepson, Iqbal Mohomed, Konstantinos G. Derpanis, Ran Zhang, Afsaneh Fazly
2021 conf
ICCCS
Yuanming Ding, Yu Zhao, Yingxue Gao, Ran Zhang
2021 B conf
TrustCom
Xulong Zhang, Frank Jiang, Ran Zhang, Shupeng Li, Yang Zhou
2021 J jnl
Frontiers Neurorobotics
Hui Liu, Yang Liu, Ran Zhang, Xia Wu
2021 J jnl
J. Comput. Des. Eng.
Gang Zhao, Ran Zhang, Wei Wang, Xiaoxiao Du
2020 conf
ICAIS (2)
Ran Zhang, Min Liu, Qikun Zhang, Zengyu Cai
2020 conf
EMBC
Ran Zhang, Huichuan Duan, Jiezhi Cheng, Yuanjie Zheng
2020 conf
EMNLP (Findings)
Federico Fancellu, Ákos Kádár, Ran Zhang, Afsaneh Fazly
2020 B conf
COLING
Leila Pishdad, Federico Fancellu, Ran Zhang, Afsaneh Fazly
2020 conf
HCI (32)
Hua Qin, Ran Zhang, Tingru Zhang
2020 conf
HCI (32)
Ran Zhang, Hua Qin, Jitao Li, Hao Bo Chen
2020 J jnl
Comput. Aided Geom. Des.
Xiaoxiao Du, Gang Zhao, Wei Wang, Mayi Guo, Ran Zhang, Jiaming Yang
2020 J jnl
IEEE Trans. Netw. Serv. Manag.
Haitao Wu, Fen Zhou, Yaojun Chen, Ran Zhang
2020 J jnl
CoRR
Yahuan Cong, Ran Zhang, Jian Luan
2020 J jnl
IEEE Trans. Ind. Electron.
Zhanfeng Song, Siyu Hu, Ran Zhang
2020 conf
ISPA/BDCloud/SocialCom/SustainCom
Ran Zhang, Lei Liu, Xudong Lu, Zhongmin Yan, Hui Li
2020 J jnl
Int. J. Perform. Eng.
Ran Zhang, Min Liu, Yifeng Yin, Qikun Zhang, Zengyu Cai
2020 C conf
ICIS
Xin Zhang, Ran Zhang, Wei Thoo Yue, Yugang Yu
2019 J jnl
Sensors
Yinlong Wang, Jinkui Chu, Ran Zhang, Jinshan Li, Xiaoqing Guo, Muyin Lin
2019 Misc conf
WISA
Ran Zhang, Pengkai Liu, Xiefan Guo, Sizhuo Li, Xin Wang
2019 J jnl
IEEE Trans Autom. Sci. Eng.
Ran Zhang, Bo Zeng
2019 conf
ISCID (2)
Chunling Liu, Junwei Cheng, Ran Zhang
2019 conf
CSPS
Minti Liu, Chunling Liu, Ran Zhang, Yuanming Ding
2019 J jnl
Int. J. Crowd Sci.
Pengze Li, Ran Zhang, Lei Liu, Lizhen Cui, Qingzhong Li, Guangpeng Zhou
2019 J jnl
IET Comput. Vis.
Hui Zeng, Ran Zhang, Xiuqing Wang, Dongmei Fu, Qingting Wei
2019 J jnl
BMC Medical Informatics Decis. Mak.
Weichen Song, Yifeng Shen, Yanhua Zhang, Sufang Peng, Ran Zhang, Ailing Ning, Huafang Li, Xia Li, Guan Ning Lin, Shunying Yu
2019 J jnl
Commun. Nonlinear Sci. Numer. Simul.
Zongmin Wu, Ran Zhang
2019 B conf
MASCOTS
Haitao Wu, Fen Zhou, Yaojun Chen, Ran Zhang
2019 J jnl
Adv. Comput. Math.
Ran Zhang, Gerlind Plonka
2019 conf
WISATS (2)
Yufei Huang, Jia Xu, Xiangyu Lin, Xiongwen He, Ran Zhang, Wenjie Li
2019 conf
ISCID (2)
Yang Zhong, Chunling Liu, Ran Zhang
2019 conf
ROBIO
Jun Zhang, Ran Zhang, Yufeng Yue, Chule Yang, Mingxing Wen, Danwei Wang
2019 conf
AIAM (ACM)
Chao Huang, Fenhua Wang, Ran Zhang
2019 J jnl
Sensors
Wei Fang, Dongxu Wei, Ran Zhang
2019 C conf
ICIS
Xin Zhang, Ran Zhang, Wei Thoo Yue, Yugang Yu
2019 J jnl
计算机科学
Chunling Liu, Yuxin Shi, Ran Zhang
2018 J jnl
IEEE Access
Jianxiong Wan, Xiang Gui, Shoji Kasahara, Yuanyu Zhang, Ran Zhang
2018 conf
ICA3PP (3)
Ran Zhang, Lei Liu, Lizhen Cui, Wei He, Hui Li
2018 B conf
ISIT
Hamid Saber, Yiqun Ge, Ran Zhang, Wuxian Shi, Wen Tong
2018 J jnl
CoRR
Bai Li, Ran Zhang, Frank Rudzicz
2018 conf
WCSP
Ran Zhang, Yiqun Ge, Wuxian Shi, Qifan Zhang
2018 J jnl
IEEE Syst. J.
Jianxiong Wan, Xiang Gui, Ran Zhang, Lijun Fu
2018 conf
ICGEC
Kuo-Kun Tseng, Ran Zhang, Lantian Wang
2018 J jnl
Numer. Algorithms
Wenwu Gao, Ran Zhang
2018 J jnl
CoRR
Haitao Wu, Fen Zhou, Yaojun Chen, Ran Zhang
2018 conf
WCSP
Ran Zhang, Hamid Saber, Yiqun Ge, Wuxian Shi
2018 J jnl
计算机科学
Chunling Liu, Qiucheng Ma, Ran Zhang
2017 conf
BDIOT
Chaofan Dai, Ran Zhang, Pei Li, Wenqian Wang, Zewen Cao
2017 J jnl
Eng. Appl. Artif. Intell.
Xinghua Qu, Ran Zhang, Bo Liu, Huifeng Li
2017 conf
ICSPCC
Lu Gu, Xiaomei Xu, Xinhai Zhang, Ran Zhang, Shenqin Huang
2017 B conf
GLOBECOM
Gaoning He, Jean-Claude Belfiore, Ingmar Land, Ganghua Yang, Xiaocheng Liu, Ying Chen, Rong Li, Jun Wang, Yiqun Ge, Ran Zhang, Wen Tong
2017
Ran Zhang
2017 J jnl
J. Supercomput.
Jianxiong Wan, Xiang Gui, Ran Zhang
2017 J jnl
Sensors
Ran Zhang, Zhen Peng, Lifeng Wu, Beibei Yao, Yong Guan
2017 J jnl
Asia Pac. J. Oper. Res.
Wensi Zhang, Jinlin Li, Ran Zhang, Yahong Chen
2017 conf
ICSPCC
Ran Zhang, Xiaomei Xu, Lu Gu, Yi Tao, Jianming Wu
2017 J jnl
IEEE Access
Ran Zhang, Hongyang Tao, Lifeng Wu, Yong Guan
2017 J jnl
CoRR
Gaoning He, Jean-Claude Belfiore, Xiaocheng Liu, Yiqun Ge, Ran Zhang, Ingmar Land, Ying Chen, Rong Li, Jun Wang, Ganghua Yang, Wen Tong
2016 conf
ICCA
Xinghua Qu, Bo Liu, Zhengyang Li, Wenzhe Duan, Ran Zhang, Wei Zhang, Huifeng Li
2016 B conf
CEC
Xinghua Qu, Huifeng Li, Ran Zhang, Bo Liu
2016 J jnl
SIAM J. Numer. Anal.
Ran Zhang, Hui Liang, Hermann Brunner
2016 J jnl
CoRR
Ran Zhang, Huifeng Li, Rui Zhang
2016 J jnl
IEEE Trans. Vis. Comput. Graph.
Ran Zhang, Shiwei Wang, Xuejin Chen, Chao Ding, Luo Jiang, Jie Zhou, Ligang Liu
2016 J jnl
J. Adv. Comput. Intell. Intell. Informatics
Ran Zhang, Jie Lin
2016 J jnl
IEEE Trans. Netw. Serv. Manag.
Jianxiong Wan, Ran Zhang, Xiang Gui, Baoqing Xu
2016 Misc conf
UCC
Jianxiong Wan, Gefei Zhang, Xiang Gui, Ran Zhang
2016 B conf
CEC
Bo Liu, Keyao Wang, Ran Zhang
2015 conf
IIKI
Yunyi Zhang, Shuru Liu, Ran Zhang, Wei Wei, Houbing Song, Wei Li, Xiumei Fan
2015 J jnl
Graph. Model.
Ran Zhang, Xuejin Chen, Takaaki Shiratori, Xin Tong, Ligang Liu
2015 B conf
ACII
Ran Zhang, Xiaoyan Lou, Qinghua Wu
2015 J jnl
Comput. Math. Methods Medicine
Xiaolei Jiang, Li Zhang, Ran Zhang, Hongxia Yin, Zhenchang Wang
2015 J jnl
Comput. Math. Methods Medicine
Zekun Liu, Junpeng Zhao, Weichen Li, Xinkun Wang, Jingxuan Xu, Jin Xie, Ke Tao, Li Shen, Ran Zhang
2015 conf
CyberC
Jianxiong Wan, Gefei Zhang, Limin Liu, Ran Zhang
2014 A conf
INTERSPEECH
Ran Zhang, Zhengqi Wen, Jianhua Tao, Ya Li, Bing Liu, Xiaoyan Lou
2014 Misc conf
ICASSP
Ran Zhang, Jianhua Tao, Ya Li, Zhengqi Wen
2014 conf
ITSC
Guangquan Lu, Lumiao Li, Yunpeng Wang, Ran Zhang, Zewen Bao, Haichong Chen
2014 J jnl
Appl. Math. Comput.
Qinsheng Bi, Ran Zhang, Zhengdi Zhang
2014 conf
ROBIO
Meng Li, Xinxiu Zhou, Ran Zhang
2013 conf
O-COCOSDA/CASLRE
Ran Zhang, Jianhua Tao, Ya Li, Zhengqi Wen
2013 conf
CSE
Ran Zhang, Hui Guo
2013 conf
HCI (14)
Ran Zhang, Tobias Altmüller
2013 J jnl
Discret. Math.
Bo Hou, Panpan Shen, Ran Zhang, Suogang Gao
2012 J jnl
Int. J. Adv. Pervasive Ubiquitous Comput.
Ran Zhang
2012 J jnl
Int. J. Uncertain. Fuzziness Knowl. Based Syst.
Xiao-Jun Yang, Luan Zeng, Ran Zhang
2011 J jnl
Comput. Stat. Data Anal.
Ran Zhang, Claudia Czado, Aleksey Min
2010 Misc conf
ICNC
Ran Zhang, Dawei Qi, Yanzhi Wang
2008 J jnl
Appl. Math. Comput.
Kai Zhang, Ran Zhang, Yunguang Yin, Shi Yu
2007 C conf
ACC
Liguo Weng, Bin Li, Wenchuan Cai, Ran Zhang, Mingjin Zhang, Yong D. Song
2007 J jnl
Appl. Math. Comput.
Yongkui Zou, Qingwan Hu, Ran Zhang
2006 B conf
e-Science
Liguo Weng, Wenchuan Cai, Ran Zhang, Yongduan Song
2005 conf
ISNN (3)
Yongduan Song, Xiaohong Liao, Medorian D. Gheorghiu, Ran Zhang, Yao Li
2005 C conf
APWeb
Jingsha He, Ran Zhang
redb/redb_schema.yml
← Index redb/redb_schema.yml yaml
tables:
  redb_basic_properties:
    columns:
      - sha256
      - md5
      - sha1
      - parent_sha256
      - child_sha256
      - child_architecture
      - child_filetype
      - filesize
      - file_entropy
      - filetype
      - filetype_mime
      - filetype_magika
      - is_fat
      - first_seen
    column_types:
      sha256: String
      md5: String
      sha1: String
      parent_sha256: String
      child_sha256: Array(String)
      child_architecture: Array(String)
      child_filetype: Array(String)
      filesize: UInt64
      file_entropy: Float64
      filetype: String
      filetype_mime: String
      filetype_magika: String
      is_fat: Bool
      first_seen: DateTime64(3, 'UTC')
    search_fields:
      - parent_sha256
      - child_sha256
      - filesize
      - file_entropy
      - filetype
      - filetype_mime
      - filetype_magika
      - is_fat
      - first_seen

  redb_hashes:
    columns:
      - sha256
      - md5
      - sha1
      - ssdeep_hash
      - tlsh_hash
      - authentihash
      - imphash
      - impfuzzy
      - typerefhash
      - richhash
      - richpe_hash
      - richpv_hash
      - richpv_hash_sorted
      - import_hash
      - export_hash
      - section_hash
      - symbol_hash
      - dynamic_hash
      - macho_dylib_hash
      - macho_import_hash
      - macho_export_hash
      - macho_entitlement_hash
      - macho_symhash
      - permhash
    column_types:
      sha256: String
      md5: String
      sha1: String
      ssdeep_hash: String
      tlsh_hash: String
      authentihash: String
      imphash: String
      impfuzzy: String
      typerefhash: String
      richhash: String
      richpe_hash: String
      richpv_hash: String
      richpv_hash_sorted: String
      import_hash: String
      export_hash: String
      section_hash: String
      symbol_hash: String
      dynamic_hash: String
      macho_dylib_hash: String
      macho_import_hash: String
      macho_export_hash: String
      macho_entitlement_hash: String
      macho_symhash: String
      permhash: String
    search_fields:
      - ssdeep_hash
      - tlsh_hash
      - authentihash
      - imphash
      - impfuzzy
      - typerefhash
      - richhash
      - richpe_hash
      - richpv_hash
      - richpv_hash_sorted
      - import_hash
      - export_hash
      - section_hash
      - symbol_hash
      - dynamic_hash
      - macho_dylib_hash
      - macho_import_hash
      - macho_export_hash
      - macho_entitlement_hash
      - macho_symhash
      - permhash
      
  redb_capa:
    columns:
      - sha256
      - md5
      - sha1
      - capa_dump
      - attack_dump
      - mbc_dump
    column_types:
      sha256: String
      md5: String
      sha1: String
      capa_dump: JSON
      attack_dump: JSON
      mbc_dump: JSON

  redb_capa_capabilities:
    columns:
      - sha256
      - md5
      - sha1
      - namespace
      - capability
    column_types:
      sha256: String
      md5: String
      sha1: String
      namespace: String
      capability: String
    search_fields:
      - namespace
      - capability

  redb_capa_attack:
    columns:
      - sha256
      - md5
      - sha1
      - tactic
      - technique
      - technique_id
    column_types:
      sha256: String
      md5: String
      sha1: String
      tactic: String
      technique: String
      technique_id: String
    search_fields:
      - tactic
      - technique
      - technique_id

  redb_capa_mbc:
    columns:
      - sha256
      - md5
      - sha1
      - objective
      - behavior
      - behavior_id
    column_types:
      sha256: String
      md5: String
      sha1: String
      objective: String
      behavior: String
      behavior_id: String
    search_fields:
      - objective
      - behavior
      - behavior_id

  redb_malcontent:
    columns:
      - sha256
      - analysis_date
      - malcontent_version
      - malcontent_risk_score
      - malcontent_risk_level
      - malcontent_json
    column_types:
      sha256: String
      analysis_date: DateTime64(3, 'UTC')
      malcontent_version: LowCardinality(String)
      malcontent_risk_score: UInt8
      malcontent_risk_level: LowCardinality(String)
      malcontent_json: JSON

  redb_malcontent_behaviors_mv:
    columns:
      - sha256
      - analysis_date
      - malcontent_version
      - malcontent_risk_score
      - malcontent_risk_level
      - malcontent_behavior_id
      - malcontent_rule_name
      - malcontent_description
      - malcontent_behavior_risk_score
      - malcontent_behavior_risk_level
      - malcontent_rule_url
      - malcontent_match_strings
    column_types:
      sha256: String
      analysis_date: DateTime64(3, 'UTC')
      malcontent_version: LowCardinality(String)
      malcontent_risk_score: UInt8
      malcontent_risk_level: LowCardinality(String)
      malcontent_behavior_id: String
      malcontent_rule_name: String
      malcontent_description: String
      malcontent_behavior_risk_score: UInt8
      malcontent_behavior_risk_level: LowCardinality(String)
      malcontent_rule_url: String
      malcontent_match_strings: Array(String)
    search_fields:
      - malcontent_behavior_id
      - malcontent_rule_name
      - malcontent_description
      - malcontent_behavior_risk_score
      - malcontent_behavior_risk_level
      - malcontent_risk_score
      - malcontent_risk_level

  redb_malcontent_behavior_categories_mv:
    columns:
      - malcontent_behavior_category
      - malcontent_rule_name
      - malcontent_behavior_risk_level
      - sample_count
    column_types:
      malcontent_behavior_category: String
      malcontent_rule_name: String
      malcontent_behavior_risk_level: LowCardinality(String)
      sample_count: UInt64
    search_fields:
      - malcontent_behavior_category
      - malcontent_rule_name
      - malcontent_behavior_risk_level

  redb_die:
    columns:
      - sha256
      - md5
      - sha1
      - die_info
    column_types:
      sha256: String
      md5: String
      sha1: String
      die_info: JSON

  redb_die_mv:
    columns:
      - sha256
      - md5
      - sha1
      - compiler
      - compiler_full
      - format
      - format_full
      - installer
      - installer_full
      - joiner
      - joiner_full
      - language
      - language_full
      - library
      - library_full
      - linker
      - linker_full
      - operation_system
      - operation_system_full
      - packer
      - packer_full
      - protector
      - protector_full
      - sfx
      - sfx_full
      - sign_tool
      - sign_tool_full
      - stub
      - stub_full
      - tool
      - tool_full
      # - has_overlay
      # - has_resources
      - is_packed
    column_types:
      sha256: String
      md5: String
      sha1: String
      compiler: String
      compiler_full: String
      format: String
      format_full: String
      installer: String
      installer_full: String
      joiner: String
      joiner_full: String
      language: String
      language_full: String
      library: String
      library_full: String
      linker: String
      linker_full: String
      operation_system: String
      operation_system_full: String
      packer: String
      packer_full: String
      protector: String
      protector_full: String
      sfx: String
      sfx_full: String
      sign_tool: String
      sign_tool_full: String
      stub: String
      stub_full: String
      tool: String
      tool_full: String
      # has_overlay: Bool
      # has_resources: Bool
      is_packed: Bool
    search_fields:
      - compiler
      - compiler_full
      - format
      - format_full
      - installer
      - installer_full
      - joiner
      - joiner_full
      - language
      - language_full
      - library
      - library_full
      - linker
      - linker_full
      - operation_system
      - operation_system_full
      - packer
      - packer_full
      - protector
      - protector_full
      - sfx
      - sfx_full
      - sign_tool
      - sign_tool_full
      - stub
      - stub_full
      - tool
      - tool_full
      - is_packed

  redb_pe_features:
    columns:
      - sha256
      - md5
      - sha1
      - dos_header
      # - dos_header_raw
      - nt_header
      # - nt_header_raw
      - optional_header
      # - optional_header_raw
      - file_header
      # - file_header_raw
      - magic_raw
      - magic_hex
      - entry_point
      - entry_point_hex
      - major_linker_version
      - minor_linker_version
      - target_machine
      - architecture
      - compilation_time
      - compilation_time_utc
      - is_dotnet
      - is_signed
      - has_overlay
      - number_of_sections
      - number_of_imports
      - number_of_exports
      - number_of_resources
      - type
      - dbg_struct
      # - dbg_struct_raw
      - dbg_timestamp
      - dbg_timestamp_utc
      - dbg_pdb_info
      - dbg_pdb_info_raw
      - tls_struct
      # - tls_struct_raw
      - export_timestamp
      - export_timestamp_utc
      - export_library_name
      - export_library_name_raw
      - rich_header_dump
      - rich_header_parsed
      - version_info
      # - version_info_raw
      - export_symbols_list
      - tls_callbacks
      - tls_callbacks_hex
    column_types:
      sha256: String
      md5: String
      sha1: String
      dos_header: String
      nt_header: String
      optional_header: String
      file_header: String
      magic_raw: UInt16
      magic_hex: String
      entry_point: UInt32
      entry_point_hex: String
      major_linker_version: UInt8
      minor_linker_version: UInt8
      target_machine: String
      architecture: Enum8('x86' = 1, 'Itanium' = 2, 'x64' = 3)
      compilation_time: UInt64
      compilation_time_utc: DateTime
      is_dotnet: Bool
      is_signed: Bool
      has_overlay: Bool
      number_of_sections: UInt16
      number_of_imports: UInt16
      number_of_exports: UInt16
      number_of_resources: UInt16
      type: Enum8('DLL' = 1, 'EXE' = 2, 'DRIVER' = 3)
      dbg_struct: String
      dbg_timestamp: UInt64
      dbg_timestamp_utc: DateTime
      dbg_pdb_info: String
      dbg_pdb_info_raw: String
      tls_struct: String
      export_timestamp: UInt64
      export_timestamp_utc: DateTime
      export_library_name: String
      export_library_name_raw: String
      rich_header_dump: JSON
      rich_header_parsed: Array(String)
      version_info: Array(String)
      export_symbols_list: Array(String)
      tls_callbacks: Array(UInt64)
      tls_callbacks_hex: Array(String)
    search_fields:
      - dos_header
      # - dos_header_raw
      - nt_header
      # - nt_header_raw
      - optional_header
      # - optional_header_raw
      - file_header
      # - file_header_raw
      - magic_raw
      - magic_hex
      - entry_point
      - entry_point_hex
      - major_linker_version
      - minor_linker_version
      - target_machine
      - architecture
      - compilation_time
      - compilation_time_utc
      - is_dotnet
      - is_signed
      - has_overlay
      - number_of_sections
      - number_of_imports
      - number_of_exports
      - number_of_resources
      - type
      - dbg_struct
      # - dbg_struct_raw
      - dbg_timestamp
      - dbg_timestamp_utc
      - dbg_pdb_info
      - dbg_pdb_info_raw
      - tls_struct
      # - tls_struct_raw
      - export_timestamp
      - export_timestamp_utc
      - export_library_name
      - export_library_name_raw
      - rich_header_dump
      - rich_header_parsed
      - version_info
      # - version_info_raw
      - export_symbols_list
      - tls_callbacks
      - tls_callbacks_hex

  redb_pe_imports:
    columns:
      - sha256
      - md5
      - sha1
      - library_name
      - function_name
    column_types:
      sha256: String
      md5: String
      sha1: String
      library_name: String
      function_name: String
    search_fields:
      - library_name
      - function_name

  redb_pe_sections:
    columns:
      - sha256
      - md5
      - sha1
      - section_name
      - section_name_b64
      - section_entropy
      - section_sha256
      - section_md5
      - section_size
      - section_v_addr
      - section_v_addr_hex
      - section_v_size
      - section_pointer_to_raw_data
      - section_pointer_to_raw_data_hex
    column_types:
      sha256: String
      md5: String
      sha1: String
      section_name: String
      section_name_b64: String
      section_entropy: Float64
      section_sha256: String
      section_md5: String
      section_size: UInt64
      section_v_addr: UInt64
      section_v_addr_hex: String
      section_v_size: UInt64
      section_pointer_to_raw_data: UInt64
      section_pointer_to_raw_data_hex: String
    search_fields:
      - section_name
      - section_name_b64
      - section_entropy
      - section_sha256
      - section_md5
      - section_size
      - section_v_addr
      - section_v_addr_hex
      - section_v_size
      - section_pointer_to_raw_data
      - section_pointer_to_raw_data_hex

  redb_pe_resources:
    columns:
      - sha256
      - md5
      - sha1
      - resource_type
      - resource_entropy
      - resource_sha256
      - resource_filetype
      - resource_magika
      - resource_language
      - resource_sub_lang
      - resource_size
      - resource_rva
    column_types:
      sha256: String
      md5: String
      sha1: String
      resource_type: String
      resource_entropy: Float64
      resource_sha256: String
      resource_filetype: String
      resource_magika: String
      resource_language: String
      resource_sub_lang: String
      resource_size: UInt64
      resource_rva: UInt64
    search_fields:
      - resource_type
      - resource_entropy
      - resource_sha256
      - resource_filetype
      - resource_magika
      - resource_language
      - resource_sub_lang
      - resource_size
      - resource_rva

  redb_pe_overlays:
    columns:
      - sha256
      - md5
      - sha1
      - overlay_size
      - overlay_entropy
      - overlay_offset
      - overlay_mimetype
      - overlay_type
      - overlay_magika
      - overlay_sha256
      - overlay_sha1
      - overlay_md5
    column_types:
      sha256: String
      md5: String
      sha1: String
      overlay_size: UInt64
      overlay_entropy: Float64
      overlay_offset: UInt64
      overlay_mimetype: String
      overlay_type: String
      overlay_magika: String
      overlay_sha256: String
      overlay_sha1: String
      overlay_md5: String
    search_fields:
      - overlay_size
      - overlay_entropy
      - overlay_offset
      - overlay_mimetype
      - overlay_type
      - overlay_magika
      - overlay_sha256
      - overlay_sha1
      - overlay_md5

  redb_pe_signatures:
    columns:
      - sha256
      - md5
      - sha1
      - signature_verified
      - date_signed
      - number_of_certificates
      - spcSpOpusInfo_program_name
      - spcSpOpusInfo_more_info
    column_types:
      sha256: String
      md5: String
      sha1: String
      signature_verified: Bool
      date_signed: DateTime64
      number_of_certificates: UInt8
      spcSpOpusInfo_program_name: String
      spcSpOpusInfo_more_info: String
    search_fields:
      - signature_verified
      - date_signed
      - number_of_certificates
      - spcSpOpusInfo_program_name
      - spcSpOpusInfo_more_info

  redb_pe_certificates:
    columns:
      - sha256
      - md5
      - sha1
      - certificate_type
      - certificate_algorithm
      - certificate_issuer
      - certificate_subject
      - certificate_serial_number
      - certificate_serial_formatted
      - certificate_thumbprint
      - certificate_valid_from
      - certificate_valid_to
    column_types:
      sha256: String
      md5: String
      sha1: String
      certificate_type: Enum8('signer' = 1, 'countersigner' = 2, 'chain' = 3)
      certificate_algorithm: String
      certificate_issuer: String
      certificate_subject: String
      certificate_serial_number: String
      certificate_serial_formatted: String
      certificate_thumbprint: String
      certificate_valid_from: DateTime64
      certificate_valid_to: DateTime64
    search_fields:
      - certificate_type
      - certificate_algorithm
      - certificate_issuer
      - certificate_subject
      - certificate_serial_number
      - certificate_serial_formatted
      - certificate_thumbprint
      - certificate_valid_from
      - certificate_valid_to

  redb_pe_dotnet:
    columns:
      - sha256
      - md5
      - sha1
      - dotnet
      - dotnet_str
    column_types:
      sha256: String
      md5: String
      sha1: String
      dotnet: JSON
      dotnet_str: String
    search_fields:
      - dotnet

  redb_pe_inconsistency_tests:
    columns:
      - sha256
      - md5
      - sha1
      - test_rich_header_checksum
      - test_rich_header_duplicate
      - test_rich_header_linker
      - test_rich_header_import_count
      - test_dotnet_data_dir_hidden
      - test_dotnet_extra_data
      - test_dotnet_fake_types
      - test_dotnet_invalid_type_ref
      - test_dotnet_fake_datastreams
      - test_dotnet_extra_module_table
      - test_dotnet_extra_assembly_table
      - test_dotnet_invalid_strings_stream
      - test_dotnet_streams_mixed_case
      - test_dotnet_method_def_invalid_table
      - test_dotnet_max_len_exceeding_strings
    column_types:
      sha256: String
      md5: String
      sha1: String
      test_rich_header_checksum: Bool
      test_rich_header_duplicate: Bool
      test_rich_header_linker: Bool
      test_rich_header_import_count: Bool
      test_dotnet_data_dir_hidden: Bool
      test_dotnet_extra_data: Bool
      test_dotnet_fake_types: Bool
      test_dotnet_invalid_type_ref: Bool
      test_dotnet_fake_datastreams: Bool
      test_dotnet_extra_module_table: Bool
      test_dotnet_extra_assembly_table: Bool
      test_dotnet_invalid_strings_stream: Bool
      test_dotnet_streams_mixed_case: Bool
      test_dotnet_method_def_invalid_table: Bool
      test_dotnet_max_len_exceeding_strings: Bool
    search_fields:
      - test_rich_header_checksum
      - test_rich_header_duplicate
      - test_rich_header_linker
      - test_rich_header_import_count
      - test_dotnet_data_dir_hidden
      - test_dotnet_extra_data
      - test_dotnet_fake_types
      - test_dotnet_invalid_type_ref
      - test_dotnet_fake_datastreams
      - test_dotnet_extra_module_table
      - test_dotnet_extra_assembly_table
      - test_dotnet_invalid_strings_stream
      - test_dotnet_streams_mixed_case
      - test_dotnet_method_def_invalid_table
      - test_dotnet_max_len_exceeding_strings

  redb_extra_findings:
    columns:
      - sha256
      - md5
      - sha1
      - context
      - finding
    column_types:
      sha256: String
      md5: String
      sha1: String
      context: String
      finding: Array(JSON)
    search_fields:
      - context
      - finding

  # code_binja_decompiled_functions_references:
  #   columns:
  #     - sha256
  #     - md5
  #     - sha1
  #     - decompiled_function_hash
  #     - decompiled_function_name
  #     - decompiled_function_prototype
  #     - decompiled_function_address
  #   column_types:
  #     sha256: String
  #     md5: String
  #     sha1: String
  #     decompiled_function_hash: String
  #     decompiled_function_name: String
  #     decompiled_function_prototype: String
  #     decompiled_function_address: UInt64
  #   search_fields:
  #     - decompiled_function_hash
  #     - decompiled_function_name
  #     - decompiled_function_address

  # code_binja_decompiled_functions_content:
  #   columns:
  #     - decompiled_function_hash
  #     - decompiled_function
  #     - decompiled_function_lower
  #     - function_type
  #   column_types:
  #     decompiled_function_hash: String
  #     decompiled_function: String
  #     decompiled_function_lower: String
  #     function_type: Enum8('USER'=1, 'LIBRARY'=2, 'THUNK'=3, 'EXTERNAL'=4, 'UNKNOWN'=5)
  #   search_fields:
  #     - decompiled_function_hash
  #     - decompiled_function

  # code_binja_disassembled_functions_content:
  #   columns:
  #     - disassembled_function_hash
  #     - disassembled_function
  #     - fully_normalized_disassembly
  #     - api_normalized_disassembly
  #     - category_normalized_disassembly
  #   column_types:
  #     disassembled_function_hash: String
  #     disassembled_function: String
  #     fully_normalized_disassembly: String
  #     api_normalized_disassembly: String
  #     category_normalized_disassembly: String
  #   search_fields:
  #     - disassembled_function_hash
  #     - disassembled_function
  #     - fully_normalized_disassembly
  #     - api_normalized_disassembly
  #     - category_normalized_disassembly

  # code_binja_disassembled_functions_references:
  #   columns:
  #     - sha256
  #     - sha1
  #     - md5
  #     - disassembled_function_hash
  #     - fully_normalized_disassembly_hash
  #     - api_normalized_disassembly_hash
  #     - category_normalized_disassembly_hash
  #     - disassembled_function_name
  #     - disassembled_function_address
  #     - ssdeep_disassembly
  #     - tlsh_disassembly
  #     - ssdeep_fully_normalized
  #     - tlsh_fully_normalized
  #   column_types:
  #     sha256: String
  #     sha1: String
  #     md5: String
  #     disassembled_function_hash: String
  #     fully_normalized_disassembly_hash: String
  #     api_normalized_disassembly_hash: String
  #     category_normalized_disassembly_hash: String
  #     disassembled_function_name: String
  #     disassembled_function_address: UInt64
  #     ssdeep_disassembly: String
  #     tlsh_disassembly: String
  #     ssdeep_fully_normalized: String
  #     tlsh_fully_normalized: String
  #   search_fields:
  #     - disassembled_function_hash
  #     - fully_normalized_disassembly_hash
  #     - api_normalized_disassembly_hash
  #     - category_normalized_disassembly_hash
  #     - disassembled_function_name
  #     - disassembled_function_address
  #     - ssdeep_disassembly
  #     - tlsh_disassembly
  #     - ssdeep_fully_normalized
  #     - tlsh_fully_normalized

  code_binja_decompiled_functions_references:
    columns:
      - sha256
      - md5
      - sha1
      - decompiled_function_hash
      - disassembled_function_hash
      - decompiled_function_name
      - decompiled_function_prototype
      - decompiled_function_address
      - functions_caller
      - functions_call
    column_types:
      sha256: String
      md5: String
      sha1: String
      decompiled_function_hash: String
      disassembled_function_hash: String
      decompiled_function_name: String
      decompiled_function_prototype: String
      decompiled_function_address: UInt64
      functions_caller: Array(String)
      functions_call: Array(String)
    search_fields:
      - decompiled_function_name
      - decompiled_function_address

  code_binja_decompiled_functions_content:
    columns:
      - decompiled_function_hash
      - decompiled_function
      - function_type
      - flattened_score
      - mba_score
    column_types:
      decompiled_function_hash: String
      decompiled_function: String
      function_type: Enum8('USER'=1, 'LIBRARY'=2, 'THUNK'=3, 'EXTERNAL'=4, 'UNKNOWN'=5)
      flattened_score: Float64
      mba_score: Float64
    search_fields:
      - decompiled_function_hash
      - decompiled_function
      - flattened_score
      - mba_score

  code_binja_disassembled_functions_content:
    columns:
      - disassembled_function_hash
      - disassembled_function
      - disassembled_function_no_addresses
      - function_type
      - instructions_count
      - instructions_types
      - control_flow_count
      - memory_access_pattern
      - register_usage
      - data_references_count
      - opcode_frequency_vector
      - api_calls_vector
      - max_block_size
      - num_calls
      - stack_size
      - instruction_type_ratios
      - instruction_embedding
    column_types:
      disassembled_function_hash: String
      disassembled_function: String
      disassembled_function_no_addresses: String
      function_type: Enum8('USER'=1, 'LIBRARY'=2, 'THUNK'=3, 'EXTERNAL'=4, 'UNKNOWN'=5)
      instructions_count: UInt32
      instructions_types: Array(String)
      control_flow_count: UInt32
      memory_access_pattern: Array(String)
      register_usage: Array(String)
      data_references_count: UInt32
      opcode_frequency_vector: Array(Float32)
      api_calls_vector: Array(Float32)
      max_block_size: UInt32
      num_calls: UInt32
      stack_size: Int32
      instruction_type_ratios: Array(Float32)
      instruction_embedding: Array(Float32)
    search_fields:
      - disassembled_function_hash
      - disassembled_function

  code_binja_disassembled_functions_references:
    columns:
      - sha256
      - sha1
      - md5
      - disassembled_function_hash
      - decompiled_function_hash
      - disassembled_function_name
      - disassembled_function_address
      - tlsh_disassembly
      - tlsh_llil
    column_types:
      sha256: String
      sha1: String
      md5: String
      disassembled_function_hash: String
      decompiled_function_hash: String
      disassembled_function_name: String
      disassembled_function_address: UInt64
      tlsh_disassembly: String
      tlsh_llil: String
    search_fields:
      - disassembled_function_name
      - disassembled_function_address
      - tlsh_disassembly
      - tlsh_normalized

  # APK Code Analysis Tables (decompiled Java + smali disassembly)
  code_apk_decompiled_methods_references:
    columns:
      - sha256
      - decompiled_method_hash
      - smali_method_hash
      - decompiled_class_name
      - decompiled_method_name
      - decompiled_method_signature
      - decompiled_method_prototype
      - functions_caller
      - functions_call
      - analysis_date
    column_types:
      sha256: FixedString(64)
      decompiled_method_hash: FixedString(64)
      smali_method_hash: Nullable(FixedString(64))
      decompiled_class_name: LowCardinality(String)
      decompiled_method_name: LowCardinality(String)
      decompiled_method_signature: String
      decompiled_method_prototype: String
      functions_caller: Array(String)
      functions_call: Array(String)
      analysis_date: DateTime64(3, 'UTC')
    search_fields:
      - decompiled_class_name
      - decompiled_method_name
      - decompiled_method_prototype

  code_apk_decompiled_methods_content:
    columns:
      - decompiled_method_hash
      - decompiled_method
      - decompiled_method_type
      - decompiled_has_string_encryption
      - decompiled_has_reflection_calls
      - decompiled_excessive_goto_count
      - analysis_date
    column_types:
      decompiled_method_hash: FixedString(64)
      decompiled_method: String
      decompiled_method_type: Enum8('USER'=1, 'LIBRARY'=2, 'UNKNOWN'=5)
      decompiled_has_string_encryption: UInt8
      decompiled_has_reflection_calls: UInt8
      decompiled_excessive_goto_count: UInt8
      analysis_date: DateTime64(3, 'UTC')
    search_fields:
      - decompiled_method_hash
      - decompiled_method
      - decompiled_method_type

  code_apk_smali_methods_references:
    columns:
      - sha256
      - smali_method_hash
      - decompiled_method_hash
      - smali_class_name
      - smali_method_name
      - smali_method_signature
      - analysis_date
    column_types:
      sha256: FixedString(64)
      smali_method_hash: FixedString(64)
      decompiled_method_hash: Nullable(FixedString(64))
      smali_class_name: LowCardinality(String)
      smali_method_name: LowCardinality(String)
      smali_method_signature: String
      analysis_date: DateTime64(3, 'UTC')
    search_fields:
      - smali_class_name
      - smali_method_name

  code_apk_smali_methods_content:
    columns:
      - smali_method_hash
      - smali_method
      - smali_method_type
      - smali_instructions_count
      - smali_register_count
      - smali_has_string_encryption
      - smali_has_reflection_calls
      - smali_excessive_goto_count
      - smali_flattened_score
      - smali_mba_score
      - analysis_date
    column_types:
      smali_method_hash: FixedString(64)
      smali_method: String
      smali_method_type: Enum8('USER'=1, 'LIBRARY'=2, 'UNKNOWN'=5)
      smali_instructions_count: UInt32
      smali_register_count: UInt16
      smali_has_string_encryption: UInt8
      smali_has_reflection_calls: UInt8
      smali_excessive_goto_count: UInt8
      smali_flattened_score: Float64
      smali_mba_score: Float64
      analysis_date: DateTime64(3, 'UTC')
    search_fields:
      - smali_method_hash
      - smali_method
      - smali_method_type
      - smali_instructions_count
      - smali_flattened_score
      - smali_mba_score

  code_apk_method_similarity_metrics:
    columns:
      - smali_method_hash
      - ssdeep_smali
      - tlsh_smali
      - ssdeep_smali_normalized
      - tlsh_smali_normalized
      - minhash
      - analysis_date
    column_types:
      smali_method_hash: FixedString(64)
      ssdeep_smali: Nullable(String)
      tlsh_smali: Nullable(FixedString(72))
      ssdeep_smali_normalized: Nullable(String)
      tlsh_smali_normalized: Nullable(FixedString(72))
      minhash: Array(UInt8)
      analysis_date: DateTime64(3, 'UTC')
    search_fields:
      - ssdeep_smali
      - tlsh_smali
      - ssdeep_smali_normalized
      - tlsh_smali_normalized

  code_apk_cfg_methods:
    columns:
      - smali_method_hash
      - cfg_topology_hash
      - block_count
      - edge_count
      - cfg_instructions_count
      - call_count
      - cyclomatic_complexity
      - loop_count
      - max_depth
      - max_fan_out
      - md_index_topdown
      - md_index_bottomup
      - prime_product_smali
      - cfg_feature_tlsh
      - wl_minhash
      - bb_features
      - cfg_adjacency
      - analysis_date
    column_types:
      smali_method_hash: FixedString(64)
      cfg_topology_hash: FixedString(16)
      block_count: UInt16
      edge_count: UInt16
      cfg_instructions_count: UInt32
      call_count: UInt16
      cyclomatic_complexity: UInt16
      loop_count: UInt16
      max_depth: UInt16
      max_fan_out: UInt16
      md_index_topdown: UInt64
      md_index_bottomup: UInt64
      prime_product_smali: UInt64
      cfg_feature_tlsh: Nullable(FixedString(72))
      wl_minhash: Array(UInt8)
      bb_features: Array(Array(UInt16))
      cfg_adjacency: Array(UInt32)
      analysis_date: DateTime64(3, 'UTC')
    search_fields:
      - cfg_topology_hash
      - block_count
      - edge_count
      - cfg_instructions_count
      - cyclomatic_complexity
      - loop_count

  code_apk_analysis_errors:
    columns:
      - sha256
      - class_name
      - method_name
      - error_location
      - error_message
      - error_type
      - error_hash
      - status
      - analysis_date
    column_types:
      sha256: FixedString(64)
      class_name: Nullable(String)
      method_name: Nullable(String)
      error_location: LowCardinality(String)
      error_message: Nullable(String)
      error_type: Nullable(String)
      error_hash: FixedString(32)
      status: Enum8('new'=1, 'investigating'=2, 'fixed'=3, 'wontfix'=4)
      analysis_date: DateTime64(3, 'UTC')
    search_fields:
      - error_location
      - error_type
      - status

  # Strings table for string:"value" search functionality
  code_binja_strings_by_binary:
    columns:
      - sha256
      - string
      - string_raw
      - string_encoding
      - string_offset
      - string_length
      - string_raw_length
      - string_entropy
    column_types:
      sha256: FixedString(64)
      string: String
      string_raw: String
      string_encoding: String
      string_offset: UInt64
      string_length: UInt32
      string_raw_length: UInt32
      string_entropy: Float32
    search_fields:
      - string
      - string_encoding
      - string_length
      - string_entropy

  # Generic text-content table for any text-based artefact (JS today;
  # PowerShell, Python, plain text, email bodies, extracted PDF/Office text in
  # the future). One row per sha256. content_type carries the magika label so
  # callers can filter without joining to redb_basic_properties.
  code_text_content:
    columns:
      - sha256
      - content_type
      - text_raw
      - text_normalized
      - normalizer_used
      - analysis_date
    column_types:
      sha256: FixedString(64)
      content_type: LowCardinality(String)
      text_raw: String CODEC(ZSTD(3))
      text_normalized: Nullable(String) CODEC(ZSTD(3))
      normalizer_used: Nullable(String)
      analysis_date: DateTime64(3, 'UTC')
    search_fields:
      - content_type
      - normalizer_used

  # ELF Binary Tables
  redb_elf_features:
    columns:
      - sha256
      - md5
      - sha1
      - ei_class
      - ei_data
      - ei_version
      - ei_osabi
      - ei_abiversion
      - e_type
      - e_machine
      - e_version
      - e_entry
      - e_flags
      - ei_class_str
      - ei_data_str
      - ei_osabi_str
      - e_type_str
      - e_machine_str
      - is_64bit
      - is_stripped
      - is_pie
      - has_canary
      - has_nx
      - has_relro
      - has_fortify
      - number_of_segments
      - number_of_sections
      - number_of_symbols
      - number_of_dynamic_symbols
      - number_of_relocations
      - number_of_dependencies
      - build_id
      - gnu_hash_present
      - has_debug_info
    column_types:
      sha256: FixedString(64)
      md5: FixedString(32)
      sha1: FixedString(40)
      ei_class: UInt8
      ei_data: UInt8
      ei_version: UInt8
      ei_osabi: UInt8
      ei_abiversion: UInt8
      e_type: UInt8
      e_machine: UInt16
      e_version: UInt32
      e_entry: UInt64
      e_flags: UInt32
      ei_class_str: String
      ei_data_str: String
      ei_osabi_str: String
      e_type_str: String
      e_machine_str: String
      is_64bit: UInt8
      is_stripped: UInt8
      is_pie: UInt8
      has_canary: UInt8
      has_nx: UInt8
      has_relro: UInt8
      has_fortify: UInt8
      number_of_segments: UInt16
      number_of_sections: UInt16
      number_of_symbols: UInt32
      number_of_dynamic_symbols: UInt32
      number_of_relocations: UInt32
      number_of_dependencies: UInt16
      build_id: String
      gnu_hash_present: UInt8
      has_debug_info: UInt8
    search_fields:
      - ei_class_str
      - ei_data_str
      - ei_osabi_str
      - e_type_str
      - e_machine_str
      - e_entry
      - is_64bit
      - is_stripped
      - is_pie
      - has_canary
      - has_nx
      - has_relro
      - has_fortify
      - number_of_segments
      - number_of_sections
      - number_of_symbols
      - number_of_dynamic_symbols
      - number_of_relocations
      - number_of_dependencies
      - build_id
      - gnu_hash_present
      - has_debug_info

  redb_elf_segments:
    columns:
      - sha256
      - md5
      - sha1
      - segment_type
      - segment_type_str
      - segment_flags
      - segment_flags_str
      - segment_offset
      - segment_offset_hex
      - segment_vaddr
      - segment_paddr
      - segment_filesz
      - segment_memsz
      - segment_align
      - segment_entropy
      - segment_sha256
      - segment_md5
    column_types:
      sha256: FixedString(64)
      md5: FixedString(32)
      sha1: FixedString(40)
      segment_type: UInt8
      segment_type_str: String
      segment_flags: UInt32
      segment_flags_str: Array(String)
      segment_offset: UInt64
      segment_offset_hex: String
      segment_vaddr: UInt64
      segment_paddr: UInt64
      segment_filesz: UInt64
      segment_memsz: UInt64
      segment_align: UInt64
      segment_entropy: Float64
      segment_sha256: FixedString(64)
      segment_md5: FixedString(32)
    search_fields:
      - segment_type_str
      - segment_offset
      - segment_vaddr
      - segment_filesz
      - segment_memsz
      - segment_entropy
      - segment_sha256
      - segment_md5

  redb_elf_sections:
    columns:
      - sha256
      - md5
      - sha1
      - section_name
      - section_type
      - section_type_str
      - section_flags
      - section_flags_str
      - section_addr
      - section_offset
      - section_offset_hex
      - section_size
      - section_link
      - section_info
      - section_addralign
      - section_entsize
      - section_entropy
      - section_sha256
      - section_md5
    column_types:
      sha256: FixedString(64)
      md5: FixedString(32)
      sha1: FixedString(40)
      section_name: String
      section_type: UInt8
      section_type_str: String
      section_flags: UInt64
      section_flags_str: Array(String)
      section_addr: UInt64
      section_offset: UInt64
      section_offset_hex: String
      section_size: UInt64
      section_link: UInt32
      section_info: UInt32
      section_addralign: UInt64
      section_entsize: UInt64
      section_entropy: Float64
      section_sha256: FixedString(64)
      section_md5: FixedString(32)
    search_fields:
      - section_name
      - section_type_str
      - section_addr
      - section_offset
      - section_size
      - section_entropy
      - section_sha256
      - section_md5

  redb_elf_dependencies:
    columns:
      - sha256
      - md5
      - sha1
      - dependency_name
      - dependency_type
      - dependency_type_str
    column_types:
      sha256: FixedString(64)
      md5: FixedString(32)
      sha1: FixedString(40)
      dependency_name: String
      dependency_type: UInt8
      dependency_type_str: String
    search_fields:
      - dependency_name
      - dependency_type_str

  redb_elf_symbols:
    columns:
      - sha256
      - md5
      - sha1
      - symbol_name
      - symbol_value
      - symbol_size
      - symbol_type
      - symbol_type_str
      - symbol_bind
      - symbol_bind_str
      - symbol_visibility
      - symbol_visibility_str
      - symbol_section_index
      - symbol_section_index_str
      - is_dynamic
    column_types:
      sha256: FixedString(64)
      md5: FixedString(32)
      sha1: FixedString(40)
      symbol_name: String
      symbol_value: UInt64
      symbol_size: UInt64
      symbol_type: UInt8
      symbol_type_str: String
      symbol_bind: UInt8
      symbol_bind_str: String
      symbol_visibility: UInt8
      symbol_visibility_str: String
      symbol_section_index: UInt16
      symbol_section_index_str: String
      is_dynamic: UInt8
    search_fields:
      - symbol_name
      - symbol_type_str
      - symbol_bind_str
      - symbol_visibility_str
      - is_dynamic

  redb_elf_imports:
    columns:
      - sha256
      - md5
      - sha1
      - elf_imports_total
      - elf_import_libraries
      - elf_import_functions
    column_types:
      sha256: FixedString(64)
      md5: FixedString(32)
      sha1: FixedString(40)
      elf_imports_total: UInt32
      elf_import_libraries: Array(String)
      elf_import_functions: Array(String)
    search_fields:
      - elf_imports_total
      - elf_import_libraries
      - elf_import_functions

  redb_elf_exports:
    columns:
      - sha256
      - md5
      - sha1
      - elf_exports_total
      - elf_export_functions
    column_types:
      sha256: FixedString(64)
      md5: FixedString(32)
      sha1: FixedString(40)
      elf_exports_total: UInt32
      elf_export_functions: Array(String)
    search_fields:
      - elf_exports_total
      - elf_export_functions

  redb_elf_relocations:
    columns:
      - sha256
      - md5
      - sha1
      - relocation_offset
      - relocation_offset_hex
      - relocation_type
      - relocation_type_str
      - relocation_symbol_index
      - relocation_symbol_name
      - relocation_addend
      - relocation_section
    column_types:
      sha256: FixedString(64)
      md5: FixedString(32)
      sha1: FixedString(40)
      relocation_offset: UInt64
      relocation_offset_hex: String
      relocation_type: UInt32
      relocation_type_str: String
      relocation_symbol_index: UInt32
      relocation_symbol_name: String
      relocation_addend: Int64
      relocation_section: String
    search_fields:
      - relocation_type_str
      - relocation_symbol_name
      - relocation_section

  redb_elf_notes:
    columns:
      - sha256
      - md5
      - sha1
      - note_name
      - note_type
      - note_type_str
      - note_desc
      - note_section
    column_types:
      sha256: FixedString(64)
      md5: FixedString(32)
      sha1: FixedString(40)
      note_name: String
      note_type: UInt32
      note_type_str: String
      note_desc: String
      note_section: String
    search_fields:
      - note_name
      - note_type_str
      - note_section

  # Mach-O Binary Tables
  redb_macho_features:
    columns:
      - sha256
      - architecture
      - magic
      - cputype
      - cpusubtype
      - filetype
      - ncmds
      - sizeofcmds
      - flags
      - magic_str
      - cputype_str
      - cpusubtype_str
      - filetype_str
      - flags_str
      - is_64bit
      - is_signed
      - entry_point
      - uuid
      - version_info
      - version_info_str
      - load_commands_set
      - number_of_segments
      - number_of_dylibs
      - number_of_imports
      - number_of_exports
    column_types:
      sha256: FixedString(64)
      architecture: Nullable(UInt32)
      magic: UInt32
      cputype: UInt32
      cpusubtype: UInt32
      filetype: UInt32
      ncmds: UInt32
      sizeofcmds: UInt32
      flags: UInt32
      magic_str: String
      cputype_str: String
      cpusubtype_str: String
      filetype_str: String
      flags_str: Array(String)
      is_64bit: UInt8
      is_signed: UInt8
      entry_point: Nullable(UInt64)
      uuid: Nullable(String)
      version_info: JSON
      version_info_str: JSON
      load_commands_set: Array(String)
      number_of_segments: UInt32
      number_of_dylibs: UInt32
      number_of_imports: UInt32
      number_of_exports: UInt32
    search_fields:
      - magic_str
      - cputype_str
      - cpusubtype_str
      - filetype_str
      - is_64bit
      - is_signed
      - uuid
      - number_of_segments
      - number_of_dylibs
      - number_of_imports
      - number_of_exports
      - load_commands_set

  redb_macho_signatures:
    columns:
      - sha256
      - signing_type
      - has_signature
      - number_of_certificates
      - cd_identifier
      - cd_team_id
      - cd_flags
      - cd_hash
      - has_hardened_runtime
      - has_library_validation
      - date_signed
    column_types:
      sha256: FixedString(64)
      signing_type: String
      has_signature: UInt8
      number_of_certificates: UInt32
      cd_identifier: Nullable(String)
      cd_team_id: Nullable(String)
      cd_flags: Nullable(UInt32)
      cd_hash: Nullable(String)
      has_hardened_runtime: UInt8
      has_library_validation: UInt8
      date_signed: Nullable(DateTime64)
    search_fields:
      - signing_type
      - has_signature
      - cd_identifier
      - cd_team_id
      - cd_hash
      - has_hardened_runtime
      - has_library_validation
      - date_signed

  redb_macho_certificates:
    columns:
      - sha256
      - certificate_type
      - certificate_algorithm
      - certificate_issuer
      - certificate_subject
      - certificate_serial_number
      - certificate_thumbprint
      - certificate_valid_from
      - certificate_valid_to
    column_types:
      sha256: FixedString(64)
      certificate_type: String
      certificate_algorithm: String
      certificate_issuer: String
      certificate_subject: String
      certificate_serial_number: String
      certificate_thumbprint: FixedString(40)
      certificate_valid_from: DateTime64
      certificate_valid_to: DateTime64
    search_fields:
      - certificate_type
      - certificate_algorithm
      - certificate_issuer
      - certificate_subject
      - certificate_serial_number
      - certificate_thumbprint
      - certificate_valid_from
      - certificate_valid_to

  redb_macho_entitlements:
    columns:
      - sha256
      - entitlement_key
      - entitlement_type
      - value_bool
      - value_string
      - value_array
    column_types:
      sha256: FixedString(64)
      entitlement_key: String
      entitlement_type: String
      value_bool: Nullable(UInt8)
      value_string: Nullable(String)
      value_array: Array(String)
    search_fields:
      - entitlement_key
      - entitlement_type

  redb_macho_segments:
    columns:
      - sha256
      - segment_name
      - segment_vaddr
      - segment_vsize
      - segment_offset
      - segment_size
      - segment_max_vm_protection
      - segment_initial_vm_protection
      - segment_nsects
      - segment_flags
      - segment_entropy
      - segment_sha256
    column_types:
      sha256: FixedString(64)
      segment_name: String
      segment_vaddr: UInt64
      segment_vsize: UInt64
      segment_offset: UInt64
      segment_size: UInt64
      segment_max_vm_protection: UInt32
      segment_initial_vm_protection: UInt32
      segment_nsects: UInt32
      segment_flags: UInt32
      segment_entropy: Float64
      segment_sha256: FixedString(64)
    search_fields:
      - segment_name
      - segment_vaddr
      - segment_size
      - segment_entropy
      - segment_sha256

  redb_macho_dylibs:
    columns:
      - sha256
      - dylib_name
      - dylib_timestamp
      - dylib_current_version
      - dylib_compat_version
    column_types:
      sha256: FixedString(64)
      dylib_name: String
      dylib_timestamp: UInt32
      dylib_current_version: UInt32
      dylib_compat_version: UInt32
    search_fields:
      - dylib_name

  redb_macho_imports:
    columns:
      - sha256
      - library_name
      - function_name
      - import_source
    column_types:
      sha256: FixedString(64)
      library_name: String
      function_name: String
      import_source: Nullable(String)
    search_fields:
      - library_name
      - function_name
      - import_source

  redb_macho_exports:
    columns:
      - sha256
      - macho_exports_total
      - macho_export_symbols
    column_types:
      sha256: FixedString(64)
      macho_exports_total: UInt32
      macho_export_symbols: Array(String)
    search_fields:
      - macho_exports_total
      - macho_export_symbols

  yara_matches:
    columns:
      - sha256
      - rule_id
      - rule_name
      - scan_date
      - match_strings
    column_types:
      sha256: FixedString(32)
      rule_id: UInt64
      rule_name: String
      scan_date: DateTime64
      match_strings: Array(String)
    search_fields:
      - rule_name

  # IOC (Indicators of Compromise) table
  # Extracted from decompiled functions and strings
  # Uses xxHash64 for fast IOC value lookups
  # Note: Only sha256 stored - md5/sha1 lookups handled by search layer translation
  redb_iocs:
    columns:
      - sha256
      - ioc_type
      - ioc_value
      - ioc_hash
      - source_type
      - source_identifier
      - extracted_at
    column_types:
      sha256: FixedString(64)
      ioc_type: Enum8('ipv4'=1, 'ipv6'=2, 'fqdn'=3, 'url'=4, 'email'=5, 'server'=6, 'hash_md5'=10, 'hash_sha1'=11, 'hash_sha256'=12, 'cve'=20, 'cwe'=21, 'cpe'=22, 'crypto_btc'=30, 'crypto_eth'=31, 'crypto_xrp'=32, 'crypto_bch'=33, 'crypto_ada'=34, 'crypto_substrate'=35, 'path_linux'=40, 'path_windows'=41, 'registry_key'=42, 'onion'=50)
      ioc_value: String
      ioc_hash: UInt64
      source_type: Enum8('decompiled_function'=1, 'disassembled_function'=2, 'string'=3, 'text_raw'=4, 'text_normalized'=5)
      source_identifier: String
      extracted_at: DateTime64(3)
    search_fields:
      # IOC type-specific search fields (ioc_ipv4, ioc_url, etc.)
      - ipv4
      - ipv6
      - fqdn
      - url
      - email
      - server
      - hash_md5
      - hash_sha1
      - hash_sha256
      - cve
      - cwe
      - cpe
      - crypto_btc
      - crypto_eth
      - crypto_xrp
      - crypto_bch
      - crypto_ada
      - crypto_substrate
      - path_linux
      - path_windows
      - onion

  redb_apk_features:
    columns:
      - sha256
      - package_name
      - app_name
      - version_code
      - version_name
      - min_sdk_version
      - target_sdk_version
      - compile_sdk_version
      - main_activity
      - is_debuggable
      - allow_backup
      - uses_cleartext_traffic
      - supported_abis
      - dex_count
      - total_dex_size
      - total_file_count
      - has_native_code
      - has_assets
      - uses_libraries
      - earliest_content_modification
      - latest_content_modification
      - contains_embedded_apk
      - analysis_date
    column_types:
      sha256: String
      package_name: Nullable(String)
      app_name: Nullable(String)
      version_code: Nullable(UInt32)
      version_name: Nullable(String)
      min_sdk_version: UInt16
      target_sdk_version: UInt16
      compile_sdk_version: UInt16
      main_activity: String
      is_debuggable: UInt8
      allow_backup: UInt8
      uses_cleartext_traffic: UInt8
      supported_abis: Array(String)
      dex_count: UInt16
      total_dex_size: UInt64
      total_file_count: UInt32
      has_native_code: UInt8
      has_assets: UInt8
      uses_libraries: Array(String)
      earliest_content_modification: String
      latest_content_modification: String
      contains_embedded_apk: UInt8
    search_fields:
      - package_name
      - app_name
      - version_code
      - version_name
      - min_sdk_version
      - target_sdk_version
      - is_debuggable
      - has_native_code
      - contains_embedded_apk

  redb_apk_components:
    columns:
      - sha256
      - component_type
      - class_name
      - is_exported
      - intent_actions
      - intent_categories
      - analysis_date
    column_types:
      sha256: String
      component_type: String
      class_name: String
      is_exported: UInt8
      intent_actions: Array(String)
      intent_categories: Array(String)

  redb_apk_manifest:
    columns:
      - sha256
      - activity_count
      - service_count
      - receiver_count
      - provider_count
      - intent_filters_by_action
      - intent_filters_by_category
      - uses_features
      - manifest_xml
      - analysis_date
    column_types:
      sha256: String
      activity_count: UInt16
      service_count: UInt16
      receiver_count: UInt16
      provider_count: UInt16
      intent_filters_by_action: Array(String)
      intent_filters_by_category: Array(String)
      uses_features: Array(String)
      manifest_xml: String

  redb_apk_permissions:
    columns:
      - sha256
      - permission_name
      - protection_level
      - is_custom
      - analysis_date
    column_types:
      sha256: String
      permission_name: String
      protection_level: String
      is_custom: UInt8
    search_fields:
      - permission_name
      - protection_level
      - is_custom

  redb_apk_signature:
    columns:
      - sha256
      - is_signed
      - signature_scheme_versions
      - number_of_certificates
      - apk_signer_subject
      - apk_signer_issuer
      - analysis_date
    column_types:
      sha256: String
      is_signed: UInt8
      signature_scheme_versions: Array(UInt8)
      number_of_certificates: UInt8
      apk_signer_subject: String
      apk_signer_issuer: String

  redb_apk_certificates:
    columns:
      - sha256
      - certificate_subject
      - certificate_issuer
      - certificate_serial_number
      - certificate_valid_from
      - certificate_valid_to
      - certificate_thumbprint
      - certificate_algorithm
      - key_size
      - is_self_signed
      - certificate_source_scheme
      - analysis_date
    column_types:
      sha256: String
      certificate_subject: String
      certificate_issuer: String
      certificate_serial_number: String
      certificate_valid_from: DateTime64
      certificate_valid_to: DateTime64
      certificate_thumbprint: FixedString(40)
      certificate_algorithm: LowCardinality(String)
      key_size: UInt16
      is_self_signed: UInt8
      certificate_source_scheme: LowCardinality(String)

  redb_apk_dex:
    columns:
      - sha256
      - dex_sha256
      - dex_filename
      - dex_tlsh
      - dex_class_count
      - dex_method_count
      - dex_string_count
      - dex_top_packages
      - dex_obfuscation_indicators
      - analysis_date
    column_types:
      sha256: String
      dex_sha256: String
      dex_filename: String
      dex_tlsh: String
      dex_class_count: UInt32
      dex_method_count: UInt32
      dex_string_count: UInt32
      dex_top_packages: JSON
      dex_obfuscation_indicators: JSON

  redb_apk_dex_api_usage:
    columns:
      - sha256
      - dex_sha256
      - api_category
      - api_calls
      - analysis_date
    column_types:
      sha256: String
      dex_sha256: String
      api_category: String
      api_calls: Array(String)

  redb_apk_resources:
    columns:
      - sha256
      - resource_path
      - resource_size
      - resource_sha256
      - resource_magika
      - resource_entropy
      - is_suspicious
      - analysis_date
    column_types:
      sha256: String
      resource_path: String
      resource_size: UInt64
      resource_sha256: String
      resource_magika: String
      resource_entropy: Float32
      is_suspicious: UInt8
    search_fields:
      - resource_magika
      - resource_entropy
      - is_suspicious

  redb_apk_native_libs:
    columns:
      - sha256
      - lib_abi
      - lib_filename
      - lib_size
      - lib_sha256
      - lib_is_known_packer
      - analysis_date
    column_types:
      sha256: String
      lib_abi: String
      lib_filename: String
      lib_size: UInt64
      lib_sha256: String
      lib_is_known_packer: UInt8
    search_fields:
      - lib_abi
      - lib_filename
      - lib_is_known_packer

  redb_apk_inconsistency_tests:
    columns:
      - sha256
      - test_zip_bomb
      - test_zip_duplicate_entries
      - test_zip_path_traversal
      - test_zip_suspicious_timestamps
      - test_hidden_dex_files
      - test_manifest_component_mismatch
      - test_debuggable_release
      - test_emulator_detection_strings
      - test_debugger_detection
      - test_root_detection
      - analysis_date
    column_types:
      sha256: String
      test_zip_bomb: UInt8
      test_zip_duplicate_entries: UInt8
      test_zip_path_traversal: UInt8
      test_zip_suspicious_timestamps: UInt8
      test_hidden_dex_files: UInt8
      test_manifest_component_mismatch: UInt8
      test_debuggable_release: UInt8
      test_emulator_detection_strings: UInt8
      test_debugger_detection: UInt8
      test_root_detection: UInt8

  # ============================================================================
  # JavaScript Tables
  # ============================================================================

  redb_js_features:
    columns:
      - sha256
      - line_count
      - char_count
      - text_entropy
      - max_line_length
      - avg_line_length
      - is_minified
      - is_likely_obfuscated
      - obfuscator_name
      - obfuscation_score
      - obfuscation_techniques
      - eval_count
      - function_constructor_count
      - settimeout_setinterval_count
      - document_write_count
      - innerhtml_count
      - unescape_count
      - fromcharcode_count
      - atob_count
      - decodeuri_count
      - total_function_count
      - total_variable_count
      - max_nesting_depth
      - avg_identifier_length
      - hex_string_count
      - unicode_escape_count
      - long_string_count
      - base64_string_count
      - comment_ratio
      - script_type
      - detected_environment
      - analysis_date
    column_types:
      sha256: String
      line_count: UInt32
      char_count: UInt64
      text_entropy: Float64
      max_line_length: UInt32
      avg_line_length: Float64
      is_minified: Bool
      is_likely_obfuscated: Bool
      obfuscator_name: LowCardinality(String)
      obfuscation_score: UInt8
      obfuscation_techniques: Array(String)
      eval_count: UInt32
      function_constructor_count: UInt32
      settimeout_setinterval_count: UInt32
      document_write_count: UInt32
      innerhtml_count: UInt32
      unescape_count: UInt32
      fromcharcode_count: UInt32
      atob_count: UInt32
      decodeuri_count: UInt32
      total_function_count: UInt32
      total_variable_count: UInt32
      max_nesting_depth: UInt16
      avg_identifier_length: Float64
      hex_string_count: UInt32
      unicode_escape_count: UInt32
      long_string_count: UInt32
      base64_string_count: UInt32
      comment_ratio: Float64
      script_type: LowCardinality(String)
      detected_environment: LowCardinality(String)
      analysis_date: DateTime64(3, 'UTC')
    search_fields:
      - text_entropy
      - is_minified
      - is_likely_obfuscated
      - obfuscator_name
      - obfuscation_score
      - eval_count
      - function_constructor_count
      - fromcharcode_count
      - script_type
      - detected_environment

  redb_js_suspicious_apis:
    columns:
      - sha256
      - api_name
      - api_category
      - call_count
      - line_numbers
      - context_snippet
      - analysis_date
    column_types:
      sha256: String
      api_name: String
      api_category: LowCardinality(String)
      call_count: UInt32
      line_numbers: Array(UInt32)
      context_snippet: String
      analysis_date: DateTime64(3, 'UTC')
    search_fields:
      - api_name
      - api_category
      - call_count

  redb_js_deobfuscation:
    columns:
      - sha256
      - deobfuscator_used
      - deobfuscation_successful
      - original_size
      - deobfuscated_size
      - size_change_ratio
      - original_entropy
      - deobfuscated_entropy
      - new_strings_found
      - new_apis_found
      - deobfuscated_sha256
      - analysis_date
    column_types:
      sha256: String
      deobfuscator_used: LowCardinality(String)
      deobfuscation_successful: UInt8
      original_size: UInt64
      deobfuscated_size: UInt64
      size_change_ratio: Float64
      original_entropy: Float64
      deobfuscated_entropy: Float64
      new_strings_found: UInt32
      new_apis_found: UInt32
      deobfuscated_sha256: String
      analysis_date: DateTime64(3, 'UTC')
    search_fields:
      - deobfuscator_used
      - deobfuscation_successful
      - size_change_ratio
      - new_strings_found
      - new_apis_found