Siqi Ma - RankMe

147 papers A* 16A 12B 6C 2Misc 2Journal 99Unranked 10

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Automated TEE Adaptation With LLMs: Identifying, Transforming, and Porting Sensitive Functions in Programs. IEEE Trans. Software Eng. Ruidong Han, Zhou Yang, Chengyan Ma, Ye Liu, Yuqing Niu, Siqi Ma, Debin Gao, David Lo
2026	J	`jnl`	FGRW: Fine-Grained Reversible Watermarking Based on Distribution-Adaptive Contrastive Augmentation Across Diverse Domains. IEEE Trans. Dependable Secur. Comput. Ju Jia, Bo Feng, Wenyi Zhang, Anran Li, Cong Wu, Siqi Ma, Robert H. Deng
2026	A*	`conf`	MPAS: Breaking Sequential Constraints of Multi-Agent Communication Topologies via Individual-Epistemic Message Propagation. AAAI Jingxuan Yu, Ju Jia, Simeng Qin, Xiaojun Jia, Siqi Ma, Yihao Huang, Yali Yuan, Guang Cheng
2026	A*	`conf`	MedLA: A Logic-Driven Multi-Agent Framework for Complex Medical Reasoning with Large Language Models. AAAI Siqi Ma, Jiajie Huang, Fan Zhang, Jinlin Wu, Yue Shen, Guohui Fan, Zhu Zhang, Zelin Zang
2026	J	`jnl`	Node Importance Estimation via Multi-View Graph Prompting. IEEE Trans. Netw. Sci. Eng. Siqi Ma, Yang Fang, Weidong Xiao, Xiang Zhao
2025	J	`jnl`	A Medical Multimodal Diagnostic Framework Integrating Vision-Language Models and Logic Tree Reasoning. CoRR Zelin Zang, Wenyi Gu, Siqi Ma, Dan Yang, Yue Shen, Zhu Zhang, Guohui Fan, Wing-Kuen Ling, Fuji Yang
2025	J	`jnl`	Accuracy-Enabling Differential Privacy-Preserving Truth Discovery. IEEE Trans. Dependable Secur. Comput. Man Zhang, Xinghua Li, Yinbin Miao, Bin Luo, Siqi Ma, Robert H. Deng
2025	J	`jnl`	Adaptive Label Correction for Robust Medical Image Segmentation with Noisy Labels. CoRR Chengxuan Qian, Kai Han, Siqi Ma, Chongwen Lyu, Zhenlong Yuan, Jun Chen, Zhe Liu
2025	J	`jnl`	AutoTEE: Automated Migration and Protection of Programs in Trusted Execution Environments. CoRR Ruidong Han, Zhou Yang, Chengyan Ma, Ye Liu, Yuqing Niu, Siqi Ma, Debin Gao, David Lo
2025	—	`conf`	CLIMD: A Curriculum Learning Framework for Imbalanced Multimodal Diagnosis. MICCAI (15) Kai Han, Chongwen Lyu, Lele Ma, Chengxuan Qian, Siqi Ma, Zheng Pang, Jun Chen, Zhe Liu
2025	J	`jnl`	CLIMD: A Curriculum Learning Framework for Imbalanced Multimodal Diagnosis. CoRR Kai Han, Chongwen Lyu, Lele Ma, Chengxuan Qian, Siqi Ma, Zheng Pang, Jun Chen, Zhe Liu
2025	A*	`conf`	Enhancing Security in Third-Party Library Reuse - Comprehensive Detection of 1-day Vulnerability through Code Patch Analysis. NDSS Shangzhi Xu, Jialiang Dong, Weiting Cai, Juanru Li, Arash Shaghaghi, Nan Sun, Siqi Ma
2025	J	`jnl`	Environment-Adaptive Representation Interaction for Privacy-Perturbed Graphs Against Deceptive OOD Attacks. IEEE Trans. Inf. Forensics Secur. Ju Jia, Renjie Li, Cong Wu, Yebo Feng, Siqi Ma, Lina Wang, Robert H. Deng
2025	J	`jnl`	Frequency Domain Unlocks New Perspectives for Abdominal Medical Image Segmentation. CoRR Kai Han, Siqi Ma, Chengxuan Qian, Jun Chen, Chongwen Lyu, Yuqing Song, Zhe Liu
2025	J	`jnl`	GNNDroid: Graph-Learning Based Malware Detection for Android Apps With Native Code. IEEE Trans. Dependable Secur. Comput. Ning Xi, Yuchen Zhang, Pengbin Feng, Siqi Ma, Jianfeng Ma, Yulong Shen, Yale Yang
2025	—	`conf`	Ghosts in DBMS: Revealing the Security Impacts of Silent Fixes. DSPP (1) Jialiang Dong, Zihan Ni, Willy Susilo, Siqi Ma
2025	J	`jnl`	Hotpatching on the Fly - Mitigating Drone Incidents Arising From Incorrect Configuration. IEEE Trans. Dependable Secur. Comput. Ruidong Han, Juanru Li, Zhuo Ma, David Lo, Arash Shaghaghi, Jianfeng Ma, Siqi Ma
2025	J	`jnl`	LiMT: A Multi-task Liver Image Benchmark Dataset. CoRR Zhe Liu, Kai Han, Siqi Ma, Yan Zhu, Jun Chen, Chongwen Lyu, Xinyi Qiu, Chengxuan Qian, Yuqing Song, Yi Liu, Liyuan Tian, Yang Ji, Yuefeng Li
2025	J	`jnl`	Local Differential Privacy Is Not Enough: A Sample Reconstruction Attack Against Federated Learning With Local Differential Privacy. IEEE Trans. Inf. Forensics Secur. Zhichao You, Xuewen Dong, Shujun Li, Ximeng Liu, Siqi Ma, Yulong Shen
2025	J	`jnl`	Local Differential Privacy is Not Enough: A Sample Reconstruction Attack against Federated Learning with Local Differential Privacy. CoRR Zhichao You, Xuewen Dong, Shujun Li, Ximeng Liu, Siqi Ma, Yulong Shen
2025	J	`jnl`	MedLA: A Logic-Driven Multi-Agent Framework for Complex Medical Reasoning with Large Language Models. CoRR Siqi Ma, Jiajie Huang, Bolin Yang, Fan Zhang, Jinlin Wu, Yue Shen, Guohui Fan, Zhu Zhang, Zelin Zang
2025	J	`jnl`	R3Design: deep tertiary structure-based RNA sequence design and beyond. Briefings Bioinform. Cheng Tan, Yijie Zhang, Zhangyang Gao, Hanqun Cao, Siyuan Li, Siqi Ma, Mathieu Blanchette, Stan Z. Li
2025	J	`jnl`	Real-time Rectifying Flight Control Misconfiguration Using Intelligent Agent. ACM Trans. Softw. Eng. Methodol. Ruidong Han, Shangzhi Xu, Juanru Li, Elisa Bertino, David Lo, Jianfeng Ma, Siqi Ma
2025	J	`jnl`	Region Uncertainty Estimation for Medical Image Segmentation With Noisy Labels. IEEE Trans. Medical Imaging Kai Han, Shuhui Wang, Jun Chen, Chengxuan Qian, Chongwen Lyu, Siqi Ma, Chengjian Qiu, Victor S. Sheng, Qingming Huang, Zhe Liu
2025	J	`jnl`	SIGFinger: A Subtle and Interactive GNN Fingerprinting Scheme Via Spatial Structure Inference Perturbation. IEEE Trans. Dependable Secur. Comput. Ju Jia, Renjie Li, Cong Wu, Siqi Ma, Lina Wang, Robert H. Deng
2025	B	`conf`	Securing AI Code Generation - A Prompt Rectification Approach for Mitigating Cyber Risks. TrustCom Jialiang Dong, Zihan Ni, Nan Sun, Sanjay K. Jha, Yiwei Zhang, Elisa Bertino, Surya Nepal, Siqi Ma
2025	A*	`conf`	Visual Agents as Fast and Slow Thinkers. ICLR Guangyan Sun, Mingyu Jin, Zhenting Wang, Cheng-Long Wang, Siqi Ma, Qifan Wang, Tong Geng, Ying Nian Wu, Yongfeng Zhang, Dongfang Liu
2025	A	`conf`	What Lies Beneath: An Empirical Study of Silent Vulnerability Fixes in Open-Source Software. DSN Jialiang Dong, Xinzhang Chen, Willy Susilo, Nan Sun, Arash Shaghaghi, Siqi Ma
2024	J	`jnl`	$D^{2}MTS$: Enabling Dependable Data Collection With Multiple Crowdsourcers Trust Sharing in Mobile Crowdsensing. IEEE Trans. Knowl. Data Eng. Bin Luo, Xinghua Li, Ximeng Liu, Jingjing Guo, Yanbing Ren, Siqi Ma, Jianfeng Ma
2024	J	`jnl`	A Causality-Aligned Structure Rationalization Scheme Against Adversarial Biased Perturbations for Graph Neural Networks. IEEE Trans. Inf. Forensics Secur. Ju Jia, Siqi Ma, Yang Liu, Lina Wang, Robert H. Deng
2024	J	`jnl`	A Credential Usage Study: Flow-Aware Leakage Detection in Open-Source Projects. IEEE Trans. Inf. Forensics Secur. Ruidong Han, Huihui Gong, Siqi Ma, Juanru Li, Chang Xu, Elisa Bertino, Surya Nepal, Zhuo Ma, Jianfeng Ma
2024	J	`jnl`	A Secure and Robust Knowledge Transfer Framework via Stratified-Causality Distribution Adjustment in Intelligent Collaborative Services. IEEE Trans. Computers Ju Jia, Siqi Ma, Lina Wang, Yang Liu, Robert H. Deng
2024	J	`jnl`	Anti-Compression Contrastive Facial Forgery Detection. IEEE Trans. Multim. Jiajun Huang, Chengbin Du, Xinqi Zhu, Siqi Ma, Surya Nepal, Chang Xu
2024	—	`conf`	AugMixSpeech: A Data Augmentation Method and Consistency Regularization for Mandarin Automatic Speech Recognition. NLPCC (3) Yang Jiang, Jun Chen, Kai Han, Yi Liu, Siqi Ma, Yuqing Song, Zhe Liu
2024	J	`jnl`	BioKGBench: A Knowledge Graph Checking Benchmark of AI Agent for Biomedical Science. CoRR Xinna Lin, Siqi Ma, Junjie Shan, Xiaojing Zhang, Shell Xu Hu, Tiannan Guo, Stan Z. Li, Kaicheng Yu
2024	J	`jnl`	Cyber Evaluation and Management Toolkit (CEMT): Face Validity of Model-Based Cybersecurity Decision Making. Syst. Stuart Fowler, Keith F. Joiner, Siqi Ma
2024	J	`jnl`	Data-driven optimization for energy-constrained dietary supplement scheduling: A bounded cut MP-DQN approach. Comput. Ind. Eng. Yaping Zhao, Siqi Ma, Xiangzhi Mo, Xiaoyun Xu
2024	J	`jnl`	Deep semi-supervised learning for medical image segmentation: A review. Expert Syst. Appl. Kai Han, Victor S. Sheng, Yuqing Song, Yi Liu, Chengjian Qiu, Siqi Ma, Zhe Liu
2024	J	`jnl`	Dismantling complex networks with graph contrastive learning and multi-hop aggregation. Inf. Sci. Siqi Ma, Weixin Zeng, Weidong Xiao, Xiang Zhao
2024	J	`jnl`	Enhancing Security in Third-Party Library Reuse - Comprehensive Detection of 1-day Vulnerability through Code Patch Analysis. CoRR Shangzhi Xu, Jialiang Dong, Weiting Cai, Juanru Li, Arash Shaghaghi, Nan Sun, Siqi Ma
2024	J	`jnl`	Estimation of Dispersive High-Doppler Channels in the RIS-Aided mmWave Internet of Vehicles. IEEE Internet Things J. Jiaxin Chen, Wenqian Shen, Shixun Luo, Siqi Ma, Chengwen Xing, Lajos Hanzo
2024	J	`jnl`	Evaluating Large Language Models for Anxiety and Depression Classification using Counseling and Psychotherapy Transcripts. CoRR Junwei Sun, Siqi Ma, Yiran Fan, Peter Washington
2024	J	`jnl`	EvilScreen Attack: Smart TV Hijacking via Multi-Channel Remote Control Mimicry. IEEE Trans. Dependable Secur. Comput. Yiwei Zhang, Siqi Ma, Tiancheng Chen, Juanru Li, Robert H. Deng, Elisa Bertino
2024	J	`jnl`	FDFL: Fair and Discrepancy-Aware Incentive Mechanism for Federated Learning. IEEE Trans. Inf. Forensics Secur. Zhe Chen, Haiyan Zhang, Xinghua Li, Yinbin Miao, Xiaohan Zhang, Man Zhang, Siqi Ma, Robert H. Deng
2024	J	`jnl`	GPU-based butterfly counting. VLDB J. Yifei Xia, Feng Zhang, Qingyu Xu, Mingde Zhang, Zhiming Yao, Lv Lu, Xiaoyong Du, Dong Deng, Bingsheng He, Siqi Ma
2024	J	`jnl`	Inventory control under different forms of uncertainty: Ambiguity and stochastic variability. Decis. Sci. Siqi Ma, John Aloysius
2024	J	`jnl`	Oasis: Online All-Phase Quality-Aware Incentive Mechanism for MCS. IEEE Trans. Serv. Comput. Man Zhang, Xinghua Li, Yinbin Miao, Bin Luo, Siqi Ma, Kim-Kwang Raymond Choo, Robert H. Deng
2024	J	`jnl`	PEAK: Privacy-Enhanced Incentive Mechanism for Distributed -Anonymity in LBS. IEEE Trans. Knowl. Data Eng. Man Zhang, Xinghua Li, Yinbin Miao, Bin Luo, Yanbing Ren, Siqi Ma
2024	J	`jnl`	Pancreas segmentation in CT based on RC-3DUNet with SOM. Multim. Syst. Zhe Liu, Siqi Ma, Yi Liu, Wenqiang Wang, Yuqing Song, Jun Su, Yangyang Tang, Aihong Yu, Xuesheng Liu
2024	J	`jnl`	Peer Review as A Multi-Turn and Long-Context Dialogue with Role-Based Interactions. CoRR Cheng Tan, Dongxin Lyu, Siyuan Li, Zhangyang Gao, Jingxuan Wei, Siqi Ma, Zicheng Liu, Stan Z. Li
2024	A*	`conf`	Random Entangled Tokens for Adversarially Robust Vision Transformer. CVPR Huihui Gong, Minjing Dong, Siqi Ma, Seyit Camtepe, Surya Nepal, Chang Xu
2024	J	`jnl`	Range Specification Bug Detection in Flight Control System Through Fuzzing. IEEE Trans. Software Eng. Ruidong Han, Siqi Ma, Juanru Li, Surya Nepal, David Lo, Zhuo Ma, Jianfeng Ma
2024	J	`jnl`	Reducing overfitting in vehicle recognition by decorrelated sparse representation regularisation. IET Comput. Vis. Wanyu Wei, Xinsha Fu, Siqi Ma, Yaqiao Zhu, Ning Lu
2024	—	`conf`	SPA-Tracker: Spectral Prompt Adaptation for Hyperspectral Object Tracking. WHISPERS Huang Wan, Shaoxiong Xie, Tian Luo, Siqi Ma, Lin Zhao, Wen Li, Wenjing Hu
2024	J	`jnl`	Stealthy Physical Masked Face Recognition Attack via Adversarial Style Optimization. IEEE Trans. Multim. Huihui Gong, Minjing Dong, Siqi Ma, Seyit Camtepe, Surya Nepal, Chang Xu
2024	J	`jnl`	Visual Agents as Fast and Slow Thinkers. CoRR Guangyan Sun, Mingyu Jin, Zhenting Wang, Cheng-Long Wang, Siqi Ma, Qifan Wang, Ying Nian Wu, Yongfeng Zhang, Dongfang Liu
2024	—	`conf`	Wavelet Transform-based Distribution Discrepancy Maximization for Medical Image Segmentation. BIBM Kai Han, Jun Chen, Siqi Ma, Yuqing Song, Yonghan Lu, Zhe Liu
2023	J	`jnl`	A Bi-Temporal-Feature-Difference- and Object-Based Method for Mapping Rice-Crayfish Fields in Sihong, China. Remote. Sens. Siqi Ma, Danyang Wang, Haichao Yang, Huagang Hou, Cheng Li, Zhaofu Li
2023	—	`conf`	A Domain Knowledge-Based Semi-supervised Pancreas Segmentation Approach. ICONIP (4) Siqi Ma, Zhe Liu, Yuqing Song, Yi Liu, Kai Han, Yang Jiang
2023	J	`jnl`	A Privacy-Preserving Service Framework for Traveling Salesman Problem-Based Neural Combinatorial Optimization Network. IEEE Trans. Cloud Comput. Jiao Liu, Xinghua Li, Ximeng Liu, Jiawei Tang, Siqi Ma, Jian Weng
2023	J	`jnl`	Anonymous Lightweight Authenticated Key Agreement Protocol for Fog-Assisted Healthcare IoT System. IEEE Internet Things J. Hui Qiao, Xuewen Dong, Qi Jiang, Siqi Ma, Chao Liu, Ning Xi, Yulong Shen
2023	J	`jnl`	Anti-Compression Contrastive Facial Forgery Detection. CoRR Jiajun Huang, Xinqi Zhu, Chengbin Du, Siqi Ma, Surya Nepal, Chang Xu
2023	J	`jnl`	Classification and Prediction of Driver's Mental Workload Based on Long Time Sequences and Multiple Physiological Factors. IEEE Access Wanyu Wei, Xinsha Fu, Yaqiao Zhu, Ning Lu, Siqi Ma
2023	J	`jnl`	Consensus-Clustering-Based Automatic Distribution Matching for Cross-Domain Image Steganalysis. IEEE Trans. Knowl. Data Eng. Ju Jia, Meng Luo, Siqi Ma, Lina Wang, Yang Liu
2023	J	`jnl`	CryptoEval: Evaluating the risk of cryptographic misuses in Android apps with data-flow analysis. IET Inf. Secur. Cong Sun, Xinpeng Xu, Yafei Wu, Dongrui Zeng, Gang Tan, Siqi Ma, Peicheng Wang
2023	J	`jnl`	DistPreserv: Maintaining User Distribution for Privacy-Preserving Location-Based Services. IEEE Trans. Mob. Comput. Yanbing Ren, Xinghua Li, Yinbin Miao, Robert H. Deng, Jian Weng, Siqi Ma, Jianfeng Ma
2023	J	`jnl`	Enabling Efficient Random Access to Hierarchically Compressed Text Data on Diverse GPU Platforms. IEEE Trans. Parallel Distributed Syst. Yihua Hu, Feng Zhang, Yifei Xia, Zhiming Yao, Letian Zeng, Haipeng Ding, Zhewei Wei, Xiao Zhang, Jidong Zhai, Xiaoyong Du, Siqi Ma
2023	J	`jnl`	Homomorphic Compression: Making Text Processing on Compression Unlimited. Proc. ACM Manag. Data Jiawei Guan, Feng Zhang, Siqi Ma, Kuangyu Chen, Yihua Hu, Yuxing Chen, Anqun Pan, Xiaoyong Du
2023	A*	`conf`	LibScan: Towards More Precise Third-Party Library Identification for Android Applications. USENIX Security Symposium Yafei Wu, Cong Sun, Dongrui Zeng, Gang Tan, Siqi Ma, Peicheng Wang
2023	A*	`conf`	Medusa Attack: Exploring Security Hazards of In-App QR Code Scanning. USENIX Security Symposium Xing Han, Yuheng Zhang, Xue Zhang, Zeyuan Chen, Mingzhe Wang, Yiwei Zhang, Siqi Ma, Yu Yu, Elisa Bertino, Juanru Li
2023	J	`jnl`	Parameter-Saving Adversarial Training: Reinforcing Multi-Perturbation Robustness via Hypernetworks. CoRR Huihui Gong, Minjing Dong, Siqi Ma, Seyit Camtepe, Surya Nepal, Chang Xu
2023	A*	`conf`	Pass2Edit: A Multi-Step Generative Model for Guessing Edited Passwords. USENIX Security Symposium Ding Wang, Yunkai Zou, Yuan-an Xiao, Siqi Ma, Xiaofeng Chen
2023	J	`jnl`	Privacy-Preserving Top-$k$k Spatial Keyword Queries in Fog-Based Cloud Computing. IEEE Trans. Serv. Comput. Xinghua Li, Lizhong Bai, Yinbin Miao, Siqi Ma, Jianfeng Ma, Ximeng Liu, Kim-Kwang Raymond Choo
2023	A*	`conf`	Private Image Generation with Dual-Purpose Auxiliary Classifier. CVPR Chen Chen, Daochang Liu, Siqi Ma, Surya Nepal, Chang Xu
2023	A	`conf`	RaceBench: A Triggerable and Observable Concurrency Bug Benchmark. AsiaCCS Jiashuo Liang, Ming Yuan, Zhanzhao Ding, Siqi Ma, Xinhui Han, Chao Zhang
2023	J	`jnl`	SemDiff: Binary Similarity Detection by Diffing Key-Semantics Graphs. CoRR Zian Liu, Zhi Zhang, Siqi Ma, Dongxi Liu, Jun Zhang, Chao Chen, Shigang Liu, Muhammad Ejaz Ahmed, Yang Xiang
2023	J	`jnl`	Solve the Puzzle of Instance Segmentation in Videos: A Weakly Supervised Framework With Spatio-Temporal Collaboration. IEEE Trans. Circuits Syst. Video Technol. Liqi Yan, Qifan Wang, Siqi Ma, Jingang Wang, Changbin Yu
2023	J	`jnl`	Stealthy Physical Masked Face Recognition Attack via Adversarial Style Optimization. CoRR Huihui Gong, Minjing Dong, Siqi Ma, Seyit Camtepe, Surya Nepal, Chang Xu
2023	A*	`conf`	TransFlow: Transformer as Flow Learner. CVPR Yawen Lu, Qifan Wang, Siqi Ma, Tong Geng, Yingjie Victor Chen, Huaijin G. Chen, Dongfang Liu
2023	J	`jnl`	TransFlow: Transformer as Flow Learner. CoRR Yawen Lu, Qifan Wang, Siqi Ma, Tong Geng, Yingjie Victor Chen, Huaijin G. Chen, Dongfang Liu
2023	J	`jnl`	Two-in-one Knowledge Distillation for Efficient Facial Forgery Detection. CoRR Chuyang Zhou, Jiajun Huang, Daochang Liu, Chengbin Du, Siqi Ma, Surya Nepal, Chang Xu
2023	J	`jnl`	VRFMS: Verifiable Ranked Fuzzy Multi-Keyword Search Over Encrypted Data. IEEE Trans. Serv. Comput. Xinghua Li, Qiuyun Tong, Jinwei Zhao, Yinbin Miao, Siqi Ma, Jian Weng, Jianfeng Ma, Kim-Kwang Raymond Choo
2023	J	`jnl`	μDep: Mutation-Based Dependency Generation for Precise Taint Analysis on Android Native Code. IEEE Trans. Dependable Secur. Comput. Cong Sun, Yuwan Ma, Dongrui Zeng, Gang Tan, Siqi Ma, Yafei Wu
2022	J	`jnl`	A Data Trading Scheme With Efficient Data Usage Control for Industrial IoT. IEEE Trans. Ind. Informatics Xiaohan Zhang, Xinghua Li, Yinbin Miao, Xizhao Luo, Yunwei Wang, Siqi Ma, Jian Weng
2022	A*	`conf`	Annotating, Tracking, and Protecting Cryptographic Secrets with CryptoMPK. SP Xuancheng Jin, Xuangan Xiao, Songlin Jia, Wang Gao, Dawu Gu, Hang Zhang, Siqi Ma, Zhiyun Qian, Juanru Li
2022	J	`jnl`	Bio-physiological-signals-based VR cybersickness detection. CCF Trans. Pervasive Comput. Interact. Chenxin Qu, Xiaoping Che, Siqi Ma, Shuqin Zhu
2022	J	`jnl`	CAN Bus Messages Abnormal Detection Using Improved SVDD in Internet of Vehicles. IEEE Internet Things J. Xinghua Li, Hengyou Zhang, Yinbin Miao, Siqi Ma, Jianfeng Ma, Ximeng Liu, Kim-Kwang Raymond Choo
2022	A*	`conf`	Control Parameters Considered Harmful: Detecting Range Specification Bugs in Drone Configuration Modules via Learning-Guided Search. ICSE Ruidong Han, Chao Yang, Siqi Ma, Jianfeng Ma, Cong Sun, Juanru Li, Elisa Bertino
2022	A*	`conf`	DeepFake Disrupter: The Detector of DeepFake Is My Friend. CVPR Xueyu Wang, Jiajun Huang, Siqi Ma, Surya Nepal, Chang Xu
2022	J	`jnl`	EvilScreen Attack: Smart TV Hijacking via Multi-channel Remote Control Mimicry. CoRR Yiwei Zhang, Siqi Ma, Tiancheng Chen, Juanru Li, Robert H. Deng, Elisa Bertino
2022	A*	`conf`	Goshawk: Hunting Memory Corruptions via Structure-Aware and Object-Centric Memory Operation Synopsis. SP Yunlong Lyu, Yi Fang, Yiwei Zhang, Qibin Sun, Siqi Ma, Elisa Bertino, Kangjie Lu, Juanru Li
2022	J	`jnl`	Improvement on a batch authenticated key agreement scheme. Frontiers Comput. Sci. Qingfeng Cheng, Ting Chen, Siqi Ma, Xinghua Li
2022	A	`conf`	KingFisher: Unveiling Insecurely Used Credentials in IoT-to-Mobile Communications. DSN Yiwei Zhang, Siqi Ma, Juanru Li, Dawu Gu, Elisa Bertino
2022	J	`jnl`	Lightweight and Fine-Grained Privacy-Preserving Data Aggregation Scheme in Edge Computing. IEEE Syst. J. Hongyang Li, Qingfeng Cheng, Xinghua Li, Siqi Ma, Jianfeng Ma
2022	J	`jnl`	Orchestration or Automation: Authentication Flaw Detection in Android Apps. IEEE Trans. Dependable Secur. Comput. Siqi Ma, Juanru Li, Surya Nepal, Diethelm Ostry, David Lo, Sanjay K. Jha, Robert H. Deng, Elisa Bertino
2022	J	`jnl`	Partial Knowledge Transfer in Visual Recognition Systems via Joint Loss-Aware Consistency Learning. IEEE Trans. Ind. Informatics Ju Jia, Meng Luo, Siqi Ma, Lina Wang
2022	A	`conf`	PrIntFuzz: fuzzing Linux drivers via automated virtual device simulation. ISSTA Zheyu Ma, Bodong Zhao, Letu Ren, Zheming Li, Siqi Ma, Xiapu Luo, Chao Zhang
2022	J	`jnl`	Privacy-Preserving Object Detection for Medical Images With Faster R-CNN. IEEE Trans. Inf. Forensics Secur. Yang Liu, Zhuo Ma, Ximeng Liu, Siqi Ma, Kui Ren
2022	J	`jnl`	Robust Channel Estimation for RIS-Aided Millimeter-Wave System With RIS Blockage. IEEE Trans. Veh. Technol. Siqi Ma, Wenqian Shen, Xinyu Gao, Jianping An
2022	J	`jnl`	Solve the Puzzle of Instance Segmentation in Videos: A Weakly Supervised Framework with Spatio-Temporal Collaboration. CoRR Liqi Yan, Qifan Wang, Siqi Ma, Jingang Wang, Changbin Yu
2022	J	`jnl`	Video Captioning Using Global-Local Representation. IEEE Trans. Circuits Syst. Video Technol. Liqi Yan, Siqi Ma, Qifan Wang, Yingjie Victor Chen, Xiangyu Zhang, Andreas E. Savakis, Dongfang Liu
2022	B	`conf`	Vulnerability Detection Using Deep Learning Based Function Classification. NSS Huihui Gong, Siqi Ma, Seyit Camtepe, Surya Nepal, Chang Xu
2021	J	`jnl`	Antenna Array Diagnosis for Millimeter-Wave MIMO Systems. CoRR Siqi Ma, Wenqian Shen, Jianping An, Lajos Hanzo
2021	J	`jnl`	Control Parameters Considered Harmful: Detecting Range Specification Bugs in Drone Configuration Modules via Learning-Guided Search. CoRR Ruidong Han, Chao Yang, Siqi Ma, Jianfeng Ma, Cong Sun, Juanru Li, Elisa Bertino
2021	J	`jnl`	Covert Rate Maximization in Wireless Full-Duplex Relaying Systems With Power Control. IEEE Trans. Commun. Ranran Sun, Bin Yang, Siqi Ma, Yulong Shen, Xiaohong Jiang
2021	J	`jnl`	CryptoEval: Evaluating the Risk of Cryptographic Misuses in Android Apps with Data-Flow Analysis. CoRR Cong Sun, Xinpeng Xu, Yafei Wu, Dongrui Zeng, Gang Tan, Siqi Ma
2021	A*	`conf`	Fine with "1234"? An Analysis of SMS One-Time Password Randomness in Android Apps. ICSE Siqi Ma, Juanru Li, Hyoungshick Kim, Elisa Bertino, Surya Nepal, Diethelm Ostry, Cong Sun
2021	J	`jnl`	Fine with "1234"? An Analysis of SMS One-Time Password Randomness in Android Apps. CoRR Siqi Ma, Juanru Li, Hyoungshick Kim, Elisa Bertino, Surya Nepal, Diethelm Ostry, Cong Sun
2021	A*	`conf`	PLP 2021: Workshop on Programming Language Processing. KDD Chang Xu, Siqi Ma, David Lo
2021	A	`conf`	ReCFA: Resilient Control-Flow Attestation. ACSAC Yumei Zhang, Xinzhi Liu, Cong Sun, Dongrui Zeng, Gang Tan, Xiao Kan, Siqi Ma
2021	J	`jnl`	ReCFA: Resilient Control-Flow Attestation. CoRR Yumei Zhang, Xinzhi Liu, Cong Sun, Dongrui Zeng, Gang Tan, Xiao Kan, Siqi Ma
2021	C	`conf`	Sdft: A PDG-based Summarization for Efficient Dynamic Data Flow Tracking. QRS Xiao Kan, Cong Sun, Shen Liu, Yongzhe Huang, Gang Tan, Siqi Ma, Yumei Zhang
2021	J	`jnl`	Sdft: A PDG-based Summarization for Efficient Dynamic Data Flow Tracking. CoRR Xiao Kan, Cong Sun, Shen Liu, Yongzhe Huang, Gang Tan, Siqi Ma, Yumei Zhang
2021	J	`jnl`	Smart Applications in Edge Computing: Overview on Authentication and Data Security. IEEE Internet Things J. Xinghua Li, Ting Chen, Qingfeng Cheng, Siqi Ma, Jianfeng Ma
2021	Misc	`conf`	SparrowHawk: Memory Safety Flaw Detection via Data-Driven Source Code Annotation. Inscrypt Yunlong Lyu, Wang Gao, Siqi Ma, Qibin Sun, Juanru Li
2021	J	`jnl`	Wideband Channel Estimation for IRS-Aided Systems in the Face of Beam Squint. IEEE Trans. Wirel. Commun. Siqi Ma, Wenqian Shen, Jianping An, Lajos Hanzo
2021	J	`jnl`	μDep: Mutation-based Dependency Generation for Precise Taint Analysis on Android Native Code. CoRR Cong Sun, Yuwan Ma, Dongrui Zeng, Gang Tan, Siqi Ma, Yafei Wu
2020	B	`conf`	A Pre-restructured Learning-ISTA Deep Network for Millimeter Wave Antenna Array Diagnosis. IWCMC Wei Wang, Yongfeng Ma, Siqi Ma, Jianguo Li, Xiangming Li
2020	J	`jnl`	Antenna Array Diagnosis for Millimeter-Wave MIMO Systems. IEEE Trans. Veh. Technol. Siqi Ma, Wenqian Shen, Jianping An, Lajos Hanzo
2020	J	`jnl`	Are Android Apps Being Protected Well Against Attacks? IEEE Wirel. Commun. Siqi Ma, Yang Liu, Surya Nepal
2020	J	`jnl`	Backdoor Attacks and Countermeasures on Deep Learning: A Comprehensive Review. CoRR Yansong Gao, Bao Gia Doan, Zhi Zhang, Siqi Ma, Jiliang Zhang, Anmin Fu, Surya Nepal, Hyoungshick Kim
2020	A	`conf`	Boosting Privately: Federated Extreme Gradient Boosting for Mobile Crowdsensing. ICDCS Yang Liu, Zhuo Ma, Ximeng Liu, Siqi Ma, Surya Nepal, Robert H. Deng, Kui Ren
2020	A	`conf`	Certified Copy? Understanding Security Risks of Wi-Fi Hotspot based Android Data Clone Services. ACSAC Siqi Ma, Hehao Li, Wenbo Yang, Juanru Li, Surya Nepal, Elisa Bertino
2020	J	`jnl`	EmIr-Auth: Eye Movement and Iris-Based Portable Remote Authentication for Smart Grid. IEEE Trans. Ind. Informatics Zhuo Ma, Yilong Yang, Ximeng Liu, Yang Liu, Siqi Ma, Kui Ren, Chang Yao
2020	A	`conf`	EthPloit: From Fuzzing to Efficient Exploit Generation against Smart Contracts. SANER Qingzhao Zhang, Yizhuo Wang, Juanru Li, Siqi Ma
2020	Misc	`conf`	IMShell-Dec: Pay More Attention to External Links in PowerShell. SEC Ruidong Han, Chao Yang, Jianfeng Ma, Siqi Ma, Yunbo Wang, Feng Li
2020	J	`jnl`	PAPU: Pseudonym Swap With Provable Unlinkability Based on Differential Privacy in VANETs. IEEE Internet Things J. Xinghua Li, Huijuan Zhang, Yanbing Ren, Siqi Ma, Bin Luo, Jian Weng, Jianfeng Ma, Xiaoming Huang
2020	B	`conf`	PE-HEALTH: Enabling Fully Encrypted CNN for Health Monitor with Optimized Communication. IWQoS Yang Liu, Yilong Yang, Zhuo Ma, Ximeng Liu, Zhuzhu Wang, Siqi Ma
2020	A	`conf`	SMARTSHIELD: Automatic Smart Contract Protection Made Easy. SANER Yuyao Zhang, Siqi Ma, Juanru Li, Kailai Li, Surya Nepal, Dawu Gu
2019	B	`conf`	AClog: Attack Chain Construction Based on Log Correlation. GLOBECOM Teng Li, Jianfeng Ma, Qingqi Pei, Yulong Shen, Chi Lin, Siqi Ma, Mohammad S. Obaidat
2019	C	`conf`	Accelerating SM2 Digital Signature Algorithm Using Modern Processor Features. ICICS Long Mai, Yuan Yan, Songlin Jia, Shuran Wang, Jianqiang Wang, Juanru Li, Siqi Ma, Dawu Gu
2019	—	`conf`	An Event-Based User Experience Evaluation Method for Virtual Reality Applications. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI Xiaoping Che, Siqi Ma, Qi Yu, Chenfeng Yue
2019	A	`conf`	An empirical study of SMS one-time password authentication in Android apps. ACSAC Siqi Ma, Runhan Feng, Juanru Li, Yang Liu, Surya Nepal, Diethelm Ostry, Elisa Bertino, Robert H. Deng, Zhuo Ma, Sanjay Jha
2019	J	`jnl`	Boosting Privately: Privacy-Preserving Federated Extreme Boosting for Mobile Crowdsensing. CoRR Yang Liu, Zhuo Ma, Ximeng Liu, Siqi Ma, Surya Nepal, Robert H. Deng
2019	—	`conf`	Finding Flaws from Password Authentication Code in Android Apps. ESORICS (1) Siqi Ma, Elisa Bertino, Surya Nepal, Juanru Li, Diethelm Ostry, Robert H. Deng, Sanjay Jha
2019	A	`conf`	NLP-EYE: Detecting Memory Corruptions via Semantic-Aware Memory Operation Function Identification. RAID Jianqiang Wang, Siqi Ma, Yuanyuan Zhang, Juanru Li, Zheyu Ma, Long Mai, Tiancheng Chen, Dawu Gu
2019	J	`jnl`	Revocable Federated Learning: A Benchmark of Federated Forest. CoRR Yang Liu, Zhuo Ma, Ximeng Liu, Zhuzhu Wang, Siqi Ma, Ken Ren
2018	J	`jnl`	A Hybrid User Experience Evaluation Method for Mobile Games. IEEE Access Qi Yu, Xiaoping Che, Siqi Ma, Shirui Pan, Yuxiang Yang, Weiwei Xing, Ximeng Wang
2017	J	`jnl`	Adaptable key-policy attribute-based encryption with time interval. Soft Comput. Siqi Ma, Junzuo Lai, Robert H. Deng, Xuhua Ding
2017	—	`conf`	VuRLE: Automatic Vulnerability Detection and Repair by Learning from Examples. ESORICS (2) Siqi Ma, Ferdian Thung, David Lo, Cong Sun, Robert H. Deng
2016	A	`conf`	CDRep: Automatic Repair of Cryptographic Misuses in Android Applications. AsiaCCS Siqi Ma, David Lo, Teng Li, Robert H. Deng
2016	J	`jnl`	Collaborative 'many to many' DDoS detection in cloud. Int. J. Ad Hoc Ubiquitous Comput. Siqi Ma, David Lo, Ning Xi
2015	B	`conf`	Active Semi-supervised Approach for Checking App Behavior against Its Description. COMPSAC Siqi Ma, Shaowei Wang, David Lo, Robert Huijie Deng, Cong Sun
2015	J	`jnl`	Attribute-Based Encryption With Efficient Verifiable Outsourced Decryption. IEEE Trans. Inf. Forensics Secur. Baodong Qin, Robert H. Deng, Shengli Liu, Siqi Ma
2014	—	`conf`	Key-Policy Weighted Attribute based Encryption for fine-grained access control. ICC Workshops Ximeng Liu, Hui Zhu, Jianfeng Ma, Jun Ma, Siqi Ma
2013	J	`jnl`	Efficient verifiable fuzzy keyword search over encrypted data in cloud computing. Comput. Sci. Inf. Syst. Jianfeng Wang, Hua Ma, Qiang Tang, Jin Li, Hui Zhu, Siqi Ma, Xiaofeng Chen
2012	J	`jnl`	A New Efficient Verifiable Fuzzy Keyword Search Scheme. J. Wirel. Mob. Networks Ubiquitous Comput. Dependable Appl. Jianfeng Wang, Hua Ma, Qiang Tang, Jin Li, Hui Zhu, Siqi Ma, Xiaofeng Chen