Leo Yu Zhang

280 papers A* 39A 9B 9C 3Misc 4Journal 193Unranked 22
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Multi-Grained Parallel Spatio-Temporal Learning Architecture for Deepfake Video Detection.
ACM Trans. Multim. Comput. Commun. Appl.
Hui Miao, Yuanfang Guo, Leo Yu Zhang, Jiantao Zhou, Yunhong Wang
2026 J jnl
A newly image encryption scheme based on 3-D coupled map lattice and Baker map.
Cybersecur.
Zhuo Liu, Yong Wang, Jinyuan Liu, Jun Feng, Leo Yu Zhang
2026 J jnl
ARES: Scalable and Practical Gradient Inversion Attack in Federated Learning through Activation Recovery.
CoRR
Zirui Gong, Leo Yu Zhang, Yanjun Zhang, Viet Vo, Tianqing Zhu, Shirui Pan, Cong Wang
2026 J jnl
Backdoor defense based on adversarial prediction proximity and contrastive knowledge distillation.
Pattern Recognit.
Lin Huang, Leo Yu Zhang, Ching-Chun Chang, Wei Wang, Chuan Qin
2026 A* conf
Beyond Denial-of-Service: The Puppeteer's Attack for Fine-Grained Control in Ranking-Based Federated Learning.
WWW
Zhihao Chen, Zirui Gong, Jianting Ning, Yanjun Zhang, Leo Yu Zhang
2026 J jnl
Beyond Denial-of-Service: The Puppeteer's Attack for Fine-Grained Control in Ranking-Based Federated Learning.
CoRR
Zhihao Chen, Zirui Gong, Jianting Ning, Yanjun Zhang, Leo Yu Zhang
2026 J jnl
Cross-model denoising and Spearman-based negative sample filling for implicit feedback recommendation.
Expert Syst. Appl.
Zhiqiang Zhang, Jiayi Zhao, Jiangzhou Deng, Jianmei Ye, Leo Yu Zhang, Yong Wang, Kobiljon Kh. Khushvakhtzoda
2026 A* conf
Debiased Dual-Invariant Defense for Adversarially Robust Person Re-Identification.
AAAI
Yuhang Zhou, Yanxiang Zhao, Zhongyun Hua, Zhipu Liu, Zhaoquan Gu, Qing Liao, Leo Yu Zhang
2026 A* conf
Dual-View Inference Attack: Machine Unlearning Amplifies Privacy Exposure.
AAAI
Lulu Xue, Shengshan Hu, Linqiang Qian, Peijin Guo, Yechao Zhang, Minghui Li, Yanjun Zhang, Dayong Ye, Leo Yu Zhang
2026 J jnl
Erosion Attack for Adversarial Training to Enhance Semantic Segmentation Robustness.
CoRR
Yufei Song, Ziqi Zhou, Menghao Deng, Yifan Hu, Shengshan Hu, Minghui Li, Leo Yu Zhang
2026 J jnl
Fine-Grained Poisoning Framework Against Federated Learning.
IEEE Trans. Dependable Secur. Comput.
Minghui Li, Hangtao Zhang, Yanjun Zhang, Li Zeng, Chao Chen, Qiyun Shao, Wei Wan, Shengshan Hu, Leo Yu Zhang
2026 J jnl
Fluent: Round-efficient secure aggregation for private federated learning.
Comput. Stand. Interfaces
Xincheng Li, Jianting Ning, Geong Sen Poh, Xinchun Yin, Leo Yu Zhang, Tianwei Zhang
2026 J jnl
Gradient Structure Estimation under Label-Only Oracles via Spectral Sensitivity.
CoRR
Jun Liu, Leo Yu Zhang, Fengpeng Li, Isao Echizen, Jiantao Zhou
2026 J jnl
IsBad: Imperceptible Sample-Specific Backdoor to DNN With Denoising Autoencoder.
IEEE Trans. Emerg. Top. Comput.
Xiangqi Wang, Mingfu Xue, Kewei Chen, Jing Xu, Wenmao Liu, Leo Yu Zhang, Yushu Zhang
2026 J jnl
Less Is More - Until It Breaks: Security Pitfalls of Vision Token Compression in Large Vision-Language Models.
CoRR
Xiaomei Zhang, Zhaoxi Zhang, Leo Yu Zhang, Yanjun Zhang, Guanhong Tao, Shirui Pan
2026 J jnl
Lightweight multi-client order-revealing encryption with limited leakage.
Inf. Sci.
Chunyang Lv, Jianfeng Wang, Shifeng Sun, Saiyu Qi, Chao Chen, Leo Yu Zhang, Kok-Leong Ong
2026 J jnl
Malicious Agent Skills in the Wild: A Large-Scale Security Empirical Study.
CoRR
Yi Liu, Zhihao Chen, Yanjun Zhang, Gelei Deng, Yuekang Li, Jianting Ning, Leo Yu Zhang
2026 J jnl
Memorization in Deep Learning: A Survey.
ACM Comput. Surv.
Jiaheng Wei, Yanjun Zhang, Leo Yu Zhang, Ming Ding, Chao Chen, Kok-Leong Ong, Jun Zhang, Yang Xiang
2026 J jnl
PGRM: Positive-unlabeled enhanced recommendation model based on generative adversarial network.
Pattern Recognit.
Jiangzhou Deng, Huilin Jin, Zhiqiang Zhang, Jianmei Ye, Yong Wang, Leo Yu Zhang, Kobiljon Kh. Khushvakhtzoda
2026 J jnl
PROTheft: A Projector-Based Model Extraction Attack in the Physical World.
IEEE Trans. Inf. Forensics Secur.
Xinjing Liu, Yilong Yang, Taifeng Liu, Hao Yang, Leo Yu Zhang, Yanjun Zhang, Yang Liu, Zhuo Ma
2026 J jnl
Poisoning the Pixels: Revisiting Backdoor Attacks on Semantic Segmentation.
CoRR
Guangsheng Zhang, Huan Tian, Leo Yu Zhang, Tianqing Zhu, Ming Ding, Wanlei Zhou, Bo Liu
2026 J jnl
Post-Quantum Traceable Anonymous Credentials from Lattices.
IACR Commun. Cryptol.
Madusha Chathurangi, Qinyi Li, Ernest Foo, Leo Yu Zhang
2026 J jnl
Privacy-Preserving Automated Deep Learning for Secure Inference Service.
IEEE Trans. Dependable Secur. Comput.
Fuyi Wang, Jinzhi Ouyang, Leo Yu Zhang, Lei Pan, Shengshan Hu, Xiaoning Liu, Robin Doss
2026 J jnl
Resistive Memory based Efficient Machine Unlearning and Continual Learning.
CoRR
Ning Lin, Jichang Yang, Yangu He, Zijian Ye, Kwunhang Wong, Xinyuan Zhang, Songqi Wang, Yi Li, Kemi Xu, Leo Yu Zhang, Xiaoming Chen, Dashan Shang, Han Wang, Xiaojuan Qi, Zhongrui Wang
2026 A* conf
Transferable Backdoor Attacks for Code Models via Sharpness-Aware Adversarial Perturbation.
AAAI
Shuyu Chang, Haiping Huang, Yanjun Zhang, Yujin Huang, Fu Xiao, Leo Yu Zhang
2026 J jnl
Transferable Backdoor Attacks for Code Models via Sharpness-Aware Adversarial Perturbation.
CoRR
Shuyu Chang, Haiping Huang, Yanjun Zhang, Yujin Huang, Fu Xiao, Leo Yu Zhang
2026 J jnl
UnlearnShield: Shielding Forgotten Privacy against Unlearning Inversion.
CoRR
Lulu Xue, Shengshan Hu, Wei Lu, Ziqi Zhou, Yufei Song, Jianhong Cheng, Minghui Li, Yanjun Zhang, Leo Yu Zhang
2025 J jnl
ADVEDM:Fine-grained Adversarial Attack against VLM-based Embodied Agents.
CoRR
Yichen Wang, Hangtao Zhang, Hewen Pan, Ziqi Zhou, Xianlong Wang, Peijin Guo, Lulu Xue, Shengshan Hu, Minghui Li, Leo Yu Zhang
2025 J jnl
Adversarial Example Based Fingerprinting for Robust Copyright Protection in Split Learning.
CoRR
Zhangting Lin, Mingfu Xue, Kewei Chen, Wenmao Liu, Xiang Gao, Leo Yu Zhang, Jian Wang, Yushu Zhang
2025 J jnl
An Active Authorization Control Method for Deep Reinforcement Learning Model Based on GANs and Adaptive Trigger.
IEEE Trans. Inf. Forensics Secur.
Mingfu Xue, Kewei Chen, Leo Yu Zhang, Yushu Zhang, Weiqiang Liu
2025 — conf
Arms Race in Deep Learning: A Survey of Backdoor Defenses and Adaptive Attacks.
PAKDD (4)
Xiaoxing Mo, Nan Sun, Leo Yu Zhang, Wei Luo, Shang Gao, Yong Xiang
2025 J jnl
Backdoor Attacks and Defenses in Computer Vision Domain: A Survey.
CoRR
Bilal Hussain Abbasi, Yanjun Zhang, Leo Yu Zhang, Shang Gao
2025 A* conf
BadRobot: Jailbreaking Embodied LLM Agents in the Physical World.
ICLR
Hangtao Zhang, Chenyu Zhu, Xianlong Wang, Ziqi Zhou, Changgan Yin, Minghui Li, Lulu Xue, Yichen Wang, Shengshan Hu, Aishan Liu, Peijin Guo, Leo Yu Zhang
2025 A* conf
BiMark: Unbiased Multilayer Watermarking for Large Language Models.
ICML
Xiaoyan Feng, He Zhang, Yanjun Zhang, Leo Yu Zhang, Shirui Pan
2025 J jnl
BiMark: Unbiased Multilayer Watermarking for Large Language Models.
CoRR
Xiaoyan Feng, He Zhang, Yanjun Zhang, Leo Yu Zhang, Shirui Pan
2025 J jnl
Boosting Deepfake Detection Generalizability via Expansive Learning and Confidence Judgement.
IEEE Trans. Circuits Syst. Video Technol.
Kuiyuan Zhang, Zeming Hou, Zhongyun Hua, Yifeng Zheng, Leo Yu Zhang
2025 J jnl
Character-Level Perturbations Disrupt LLM Watermarks.
CoRR
Zhaoxi Zhang, Xiaomei Zhang, Yanjun Zhang, He Zhang, Shirui Pan, Bo Liu, Asif Qumer Gill, Leo Yu Zhang
2025 J jnl
ConSeg: Contextual Backdoor Attack Against Semantic Segmentation.
CoRR
Bilal Hussain Abbasi, Zirui Gong, Yanjun Zhang, Shang Gao, Antonio Robles-Kelly, Leo Yu Zhang
2025 J jnl
DarkHash: A Data-Free Backdoor Attack Against Deep Hashing.
CoRR
Ziqi Zhou, Menghao Deng, Yufei Song, Hangtao Zhang, Wei Wan, Shengshan Hu, Minghui Li, Leo Yu Zhang, Dezhong Yao
2025 J jnl
DarkHash: A Data-Free Backdoor Attack Against Deep Hashing.
IEEE Trans. Inf. Forensics Secur.
Ziqi Zhou, Menghao Deng, Yufei Song, Hangtao Zhang, Wei Wan, Shengshan Hu, Minghui Li, Leo Yu Zhang, Dezhong Yao
2025 A* conf
Data Duplication: A Novel Multi-Purpose Attack Paradigm in Machine Unlearning.
USENIX Security Symposium
Dayong Ye, Tianqing Zhu, Jiayang Li, Kun Gao, Bo Liu, Leo Yu Zhang, Wanlei Zhou, Yang Zhang
2025 J jnl
Data Duplication: A Novel Multi-Purpose Attack Paradigm in Machine Unlearning.
CoRR
Dayong Ye, Tainqing Zhu, Jiayang Li, Kun Gao, Bo Liu, Leo Yu Zhang, Wanlei Zhou, Yang Zhang
2025 A* conf
Data-Free Model-Related Attacks: Unleashing the Potential of Generative AI.
USENIX Security Symposium
Dayong Ye, Tianqing Zhu, Shang Wang, Bo Liu, Leo Yu Zhang, Wanlei Zhou, Yang Zhang
2025 J jnl
Data-Free Model-Related Attacks: Unleashing the Potential of Generative AI.
CoRR
Dayong Ye, Tianqing Zhu, Shang Wang, Bo Liu, Leo Yu Zhang, Wanlei Zhou, Yang Zhang
2025 J jnl
Debiased Dual-Invariant Defense for Adversarially Robust Person Re-Identification.
CoRR
Yuhang Zhou, Yanxiang Zhao, Zhongyun Hua, Zhipu Liu, Zhaoquan Gu, Qing Liao, Leo Yu Zhang
2025 A* conf
Detecting and Corrupting Convolution-based Unlearnable Examples.
AAAI
Minghui Li, Xianlong Wang, Zhifei Yu, Shengshan Hu, Ziqi Zhou, Longling Zhang, Leo Yu Zhang
2025 J jnl
Differentially private recommendation algorithm based on diffusion model and Rényi similarity.
Inf. Sci.
Yongdong Wang, Yong Wang, Zhiqiang Zhang, Jiangzhou Deng, Jianmei Ye, Leo Yu Zhang
2025 J jnl
Distributed Differentially Private Matrix Factorization for Implicit Data via Secure Aggregation.
IEEE Trans. Computers
Chenhong Luo, Yong Wang, Yanjun Zhang, Leo Yu Zhang
2025 J jnl
Dual-View Inference Attack: Machine Unlearning Amplifies Privacy Exposure.
CoRR
Lulu Xue, Shengshan Hu, Linqiang Qian, Peijin Guo, Yechao Zhang, Minghui Li, Yanjun Zhang, Dayong Ye, Leo Yu Zhang
2025 J jnl
Exploring Gradient-Guided Masked Language Model to Detect Textual Adversarial Attacks.
CoRR
Xiaomei Zhang, Zhaoxi Zhang, Yanjun Zhang, Xufei Zheng, Leo Yu Zhang, Shengshan Hu, Shirui Pan
2025 J jnl
Extracting Private Training Data in Federated Learning From Clients.
IEEE Trans. Inf. Forensics Secur.
Jiaheng Wei, Yanjun Zhang, Leo Yu Zhang, Chao Chen, Shirui Pan, Kok-Leong Ong, Jun Zhang, Yang Xiang
2025 A conf
FLAME: Flexible and Lightweight Biometric Authentication Scheme in Malicious Environments.
ACSAC
Fuyi Wang, Fangyuan Sun, Mingyuan Fan, Jianying Zhou, Jin Ma, Chao Chen, Jiangang Shu, Leo Yu Zhang
2025 J jnl
FLAME: Flexible and Lightweight Biometric Authentication Scheme in Malicious Environments.
CoRR
Fuyi Wang, Fangyuan Sun, Mingyuan Fan, Jianying Zhou, Jin Ma, Chao Chen, Jiangang Shu, Leo Yu Zhang
2025 J jnl
FLARE: Toward Universal Dataset Purification Against Backdoor Attacks.
IEEE Trans. Inf. Forensics Secur.
Linshan Hou, Wei Luo, Zhongyun Hua, Songhua Chen, Leo Yu Zhang, Yiming Li
2025 J jnl
FixGuard: Repairing Backdoored Models via Class-Wise Trigger Recovery and Unlearning.
IEEE Signal Process. Lett.
Linshan Hou, Zhongyun Hua, Wei Luo, Leo Yu Zhang
2025 A* conf
Improving Generalization of Universal Adversarial Perturbation via Dynamic Maximin Optimization.
AAAI
Yechao Zhang, Yingzhe Xu, Junyu Shi, Leo Yu Zhang, Shengshan Hu, Minghui Li, Yanjun Zhang
2025 J jnl
Improving Generalization of Universal Adversarial Perturbation via Dynamic Maximin Optimization.
CoRR
Yechao Zhang, Yingzhe Xu, Junyu Shi, Leo Yu Zhang, Shengshan Hu, Minghui Li, Yanjun Zhang
2025 J jnl
MARS: A Malignity-Aware Backdoor Defense in Federated Learning.
CoRR
Wei Wan, Yuxuan Ning, Zhicong Huang, Cheng Hong, Shengshan Hu, Ziqi Zhou, Yechao Zhang, Tianqing Zhu, Wanlei Zhou, Leo Yu Zhang
2025 A* conf
MMGIA: Gradient Inversion Attack Against Multimodal Federated Learning via Intermodal Correlation.
IJCAI
Lele Zheng, Yang Cao, Leo Yu Zhang, Wei Wang, Yulong Shen, Xiaochun Cao
2025 J jnl
MVSF-AB: accurate antibody-antigen binding affinity prediction via multi-view sequence feature learning.
Bioinform.
Minghui Li, Yao Shi, Shengqing Hu, Shengshan Hu, Peijin Guo, Wei Wan, Leo Yu Zhang, Shirui Pan, Jizhou Li, Lichao Sun, Xiaoli Lan
2025 — conf
MarkErase: Defeating Entangled Watermarks in Model Extraction Attacks.
PAKDD (4)
Teng Fei, Xinjing Liu, Yanjun Zhang, Haizhuan Yuan, Tianqing Zhu, Leo Yu Zhang
2025 J jnl
MedShield: A Fast Cryptographic Framework for Private Multi-Service Medical Diagnosis.
IEEE Trans. Serv. Comput.
Fuyi Wang, Jinzhi Ouyang, Xiaoning Liu, Lei Pan, Leo Yu Zhang, Robin Doss
2025 J jnl
Multimodal Chaotification Model With Hardware Implementation.
IEEE Trans. Ind. Electron.
Zhiqiang Zhang, Hong Zhu, Pengxin Ban, Yong Wang, Leo Yu Zhang
2025 A* conf
Not All Edges are Equally Robust: Evaluating the Robustness of Ranking-Based Federated Learning.
SP
Zirui Gong, Yanjun Zhang, Leo Yu Zhang, Zhaoxi Zhang, Yong Xiang, Shirui Pan
2025 J jnl
Not All Edges are Equally Robust: Evaluating the Robustness of Ranking-Based Federated Learning.
CoRR
Zirui Gong, Yanjun Zhang, Leo Yu Zhang, Zhaoxi Zhang, Yong Xiang, Shirui Pan
2025 A* conf
NumbOD: A Spatial-Frequency Fusion Attack Against Object Detectors.
AAAI
Ziqi Zhou, Bowen Li, Yufei Song, Zhifei Yu, Shengshan Hu, Wei Wan, Leo Yu Zhang, Dezhong Yao, Hai Jin
2025 Misc conf
PB-UAP: Hybride Universal Adversarial Attack for Image Segmentation.
ICASSP
Yufei Song, Ziqi Zhou, Minghui Li, Xianlong Wang, Hangtao Zhang, Menghao Deng, Wei Wan, Shengshan Hu, Leo Yu Zhang
2025 B conf
PP-DACMR: A Privacy-Preserving Deep Adversarial Hashing for Cross-Modal Retrieval.
IWQoS
Jinzhi Ouyang, Fuyi Wang, Ye Luo, Jianting Ning, Leo Yu Zhang
2025 A* conf
Performance Guaranteed Poisoning Attacks in Federated Learning: A Sliding Mode Approach.
IJCAI
Huazi Pan, Yanjun Zhang, Leo Yu Zhang, Scott D. Adams, Abbas Z. Kouzani, Suiyang Khoo
2025 J jnl
Performance Guaranteed Poisoning Attacks in Federated Learning: A Sliding Mode Approach.
CoRR
Huazi Pan, Yanjun Zhang, Leo Yu Zhang, Scott D. Adams, Abbas Z. Kouzani, Suiyang Khoo
2025 A* conf
Pre-training CLIP against Data Poisoning with Optimal Transport-based Matching and Alignment.
EMNLP
Tong Zhang, Kuofeng Gao, Jiawang Bai, Leo Yu Zhang, Xin Yin, Zonghui Wang, Shouling Ji, Wenzhi Chen
2025 J jnl
Pre-training CLIP against Data Poisoning with Optimal Transport-based Matching and Alignment.
CoRR
Tong Zhang, Kuofeng Gao, Jiawang Bai, Leo Yu Zhang, Xin Yin, Zonghui Wang, Shouling Ji, Wenzhi Chen
2025 — conf
PrivGNN: High-Performance Secure Inference for Cryptographic Graph Neural Networks.
FC (2)
Fuyi Wang, Zekai Chen, Mingyuan Fan, Jianying Zhou, Lei Pan, Leo Yu Zhang
2025 J jnl
PrivGNN: High-Performance Secure Inference for Cryptographic Graph Neural Networks.
CoRR
Fuyi Wang, Zekai Chen, Mingyuan Fan, Jianying Zhou, Lei Pan, Leo Yu Zhang
2025 — conf
Scale Margin Loss for Object Detection.
KSEM (2)
Yuxuan Cheng, Yanjun Zhang, Leo Yu Zhang, Donglong Chen, Yuming Fang
2025 A* conf
Secure Transfer Learning: Training Clean Model Against Backdoor in Pre-Trained Encoder and Downstream Dataset.
SP
Yechao Zhang, Yuxuan Zhou, Tianyu Li, Minghui Li, Shengshan Hu, Wei Luo, Leo Yu Zhang
2025 J jnl
Secure Transfer Learning: Training Clean Models Against Backdoor in (Both) Pre-trained Encoders and Downstream Datasets.
CoRR
Yechao Zhang, Yuxuan Zhou, Tianyu Li, Minghui Li, Shengshan Hu, Wei Luo, Leo Yu Zhang
2025 J jnl
SegTrans: Transferable Adversarial Examples for Segmentation Models.
CoRR
Yufei Song, Ziqi Zhou, Qi Lu, Hangtao Zhang, Yifan Hu, Lulu Xue, Shengshan Hu, Minghui Li, Leo Yu Zhang
2025 A* conf
TED++: Submanifold-Aware Backdoor Detection via Layerwise Tubular-Neighbourhood Screening.
ICDM
Nam Le, Leo Yu Zhang, Kewen Liao, Shirui Pan, Wei Luo
2025 J jnl
TED++: Submanifold-Aware Backdoor Detection via Layerwise Tubular-Neighbourhood Screening.
CoRR
Nam Le, Leo Yu Zhang, Kewen Liao, Shirui Pan, Wei Luo
2025 J jnl
TED-LaST: Towards Robust Backdoor Defense Against Adaptive Attacks.
CoRR
Xiaoxing Mo, Yuxuan Cheng, Nan Sun, Leo Yu Zhang, Wei Luo, Shang Gao
2025 J jnl
Taxonomy-guided routing in capsule network for hierarchical image classification.
Knowl. Based Syst.
Khondaker Tasrif Noor, Wei Luo, Antonio Robles-Kelly, Leo Yu Zhang, Mohamed Reda Bouadjenek
2025 A* conf
Test-Time Backdoor Detection for Object Detection Models.
CVPR
Hangtao Zhang, Yichen Wang, Shihui Yan, Chenyu Zhu, Ziqi Zhou, Linshan Hou, Shengshan Hu, Minghui Li, Yanjun Zhang, Leo Yu Zhang
2025 J jnl
Test-Time Backdoor Detection for Object Detection Models.
CoRR
Hangtao Zhang, Yichen Wang, Shihui Yan, Chenyu Zhu, Ziqi Zhou, Linshan Hou, Shengshan Hu, Minghui Li, Yanjun Zhang, Leo Yu Zhang
2025 J jnl
Towards Real-World Deepfake Detection: A Diverse In-the-wild Dataset of Forgery Faces.
CoRR
Junyu Shi, Minghui Li, Junguo Zuo, Zhifei Yu, Yipeng Lin, Shengshan Hu, Ziqi Zhou, Yechao Zhang, Wei Wan, Yinzhe Xu, Leo Yu Zhang
2025 J jnl
Towards Reliable Forgetting: A Survey on Machine Unlearning Verification, Challenges, and Future Directions.
CoRR
Lulu Xue, Shengshan Hu, Wei Lu, Yan Shen, Dongxu Li, Peijin Guo, Ziqi Zhou, Minghui Li, Yanjun Zhang, Leo Yu Zhang
2025 — conf
Uncertainty-Aware Metabolic Stability Prediction with Dual-View Contrastive Learning.
ECML/PKDD (3)
Peijin Guo, Minghui Li, Hewen Pan, Bowen Chen, Yang Wu, Zikang Guo, Leo Yu Zhang, Shengshan Hu, Shengqing Hu
2025 J jnl
Uncertainty-Aware Metabolic Stability Prediction with Dual-View Contrastive Learning.
CoRR
Peijin Guo, Minghui Li, Hewen Pan, Bowen Chen, Yang Wu, Zikang Guo, Leo Yu Zhang, Shengshan Hu, Shengqing Hu
2025 J jnl
Vanish into Thin Air: Cross-prompt Universal Adversarial Attacks for SAM2.
CoRR
Ziqi Zhou, Yifan Hu, Yufei Song, Zijing Li, Shengshan Hu, Leo Yu Zhang, Dezhong Yao, Long Zheng, Hai Jin
2025 A conf
When Better Features Mean Greater Risks: The Performance-Privacy Trade-Off in Contrastive Learning.
AsiaCCS
Ruining Sun, Hongsheng Hu, Wei Luo, Zhaoxi Zhang, Yanjun Zhang, Haizhuan Yuan, Leo Yu Zhang
2025 J jnl
When Better Features Mean Greater Risks: The Performance-Privacy Trade-Off in Contrastive Learning.
CoRR
Ruining Sun, Hongsheng Hu, Wei Luo, Zhaoxi Zhang, Yanjun Zhang, Haizhuan Yuan, Leo Yu Zhang
2025 — conf
sf SEBioID: Secure and Efficient Biometric Identification with Two-Party Computation.
ACNS (3)
Fuyi Wang, Jinzhi Ouyang, Leo Yu Zhang, Lei Pan, Shengshan Hu, Robin Doss, Jianying Zhou
2024 J jnl
A Reinforcement Learning-Based ELF Adversarial Malicious Sample Generation Method.
IEEE J. Emerg. Sel. Topics Circuits Syst.
Mingfu Xue, Jinlong Fu, Zhiyuan Li, Shifeng Ni, Heyi Wu, Leo Yu Zhang, Yushu Zhang, Weiqiang Liu
2024 J jnl
A consistency-aware deep capsule network for hierarchical multi-label image classification.
Neurocomputing
Khondaker Tasrif Noor, Antonio Robles-Kelly, Leo Yu Zhang, Mohamed Reda Bouadjenek, Wei Luo
2024 J jnl
AgrAmplifier: Defending Federated Learning Against Poisoning Attacks Through Local Update Amplification.
IEEE Trans. Inf. Forensics Secur.
Zirui Gong, Liyue Shen, Yanjun Zhang, Leo Yu Zhang, Jingwei Wang, Guangdong Bai, Yong Xiang
2024 J jnl
Algorithmic Fairness: A Tolerance Perspective.
CoRR
Renqiang Luo, Tao Tang, Feng Xia, Jiaying Liu, Chengpei Xu, Leo Yu Zhang, Wei Xiang, Chengqi Zhang
2024 J jnl
An Explainable Intellectual Property Protection Method for Deep Neural Networks Based on Intrinsic Features.
IEEE Trans. Artif. Intell.
Mingfu Xue, Xin Wang, Yinghao Wu, Shifeng Ni, Leo Yu Zhang, Yushu Zhang, Weiqiang Liu
2024 — conf
An Imperceptible and Owner-unique Watermarking Method for Graph Neural Networks.
ACM TUR-C
Linji Zhang, Mingfu Xue, Leo Yu Zhang, Yushu Zhang, Weiqiang Liu
2024 Misc conf
Backdoor Attacks and Generative Model Fairness: Current Trends and Future Research Directions.
COMSNETS
Ryan Holland, Shantanu Pal, Lei Pan, Leo Yu Zhang
2024 J jnl
BadRobot: Jailbreaking LLM-based Embodied AI in the Physical World.
CoRR
Hangtao Zhang, Chenyu Zhu, Xianlong Wang, Ziqi Zhou, Shengshan Hu, Leo Yu Zhang
2024 J jnl
Blockchain-based efficient verifiable outsourced attribute-based encryption in cloud.
Comput. Stand. Interfaces
Zesen Hou, Jianting Ning, Xinyi Huang, Shengmin Xu, Leo Yu Zhang
2024 A* conf
Conditional Backdoor Attack via JPEG Compression.
AAAI
Qiuyu Duan, Zhongyun Hua, Qing Liao, Yushu Zhang, Leo Yu Zhang
2024 A conf
CryptGraph: An Efficient Privacy-Enhancing Solution for Accurate Shortest Path Retrieval in Cloud Environments.
AsiaCCS
Fuyi Wang, Zekai Chen, Lei Pan, Leo Yu Zhang, Jianying Zhou
2024 A* conf
DERD: Data-free Adversarial Robustness Distillation through Self-adversarial Teacher Group.
ACM Multimedia
Yuhang Zhou, Yushu Zhang, Leo Yu Zhang, Zhongyun Hua
2024 A* conf
DarkFed: A Data-Free Backdoor Attack in Federated Learning.
IJCAI
Minghui Li, Wei Wan, Yuxuan Ning, Shengshan Hu, Lulu Xue, Leo Yu Zhang, Yichen Wang
2024 J jnl
DarkFed: A Data-Free Backdoor Attack in Federated Learning.
CoRR
Minghui Li, Wei Wan, Yuxuan Ning, Shengshan Hu, Lulu Xue, Leo Yu Zhang, Yichen Wang
2024 A* conf
DarkSAM: Fooling Segment Anything Model to Segment Nothing.
NeurIPS
Ziqi Zhou, Yufei Song, Minghui Li, Shengshan Hu, Xianlong Wang, Leo Yu Zhang, Dezhong Yao, Hai Jin
2024 J jnl
DarkSAM: Fooling Segment Anything Model to Segment Nothing.
CoRR
Ziqi Zhou, Yufei Song, Minghui Li, Shengshan Hu, Xianlong Wang, Leo Yu Zhang, Dezhong Yao, Hai Jin
2024 — conf
Deceptive Waves: Embedding Malicious Backdoors in PPG Authentication.
WISE (2)
Zeming Yao, Lin Li, Leo Yu Zhang, Fusen Guo, Chao Chen, Jun Zhang
2024 J jnl
Deferred Poisoning: Making the Model More Vulnerable via Hessian Singularization.
CoRR
Yuhao He, Jinyu Tian, Xianwei Zheng, Li Dong, Yuanman Li, Leo Yu Zhang, Jiantao Zhou
2024 J jnl
Depriving the Survival Space of Adversaries Against Poisoned Gradients in Federated Learning.
IEEE Trans. Inf. Forensics Secur.
Jianrong Lu, Shengshan Hu, Wei Wan, Minghui Li, Leo Yu Zhang, Lulu Xue, Hai Jin
2024 A* conf
Detector Collapse: Backdooring Object Detection to Catastrophic Overload or Blindness in the Physical World.
IJCAI
Hangtao Zhang, Shengshan Hu, Yichen Wang, Leo Yu Zhang, Ziqi Zhou, Xianlong Wang, Yanjun Zhang, Chao Chen
2024 J jnl
Detector Collapse: Backdooring Object Detection to Catastrophic Overload or Blindness.
CoRR
Hangtao Zhang, Shengshan Hu, Yichen Wang, Leo Yu Zhang, Ziqi Zhou, Xianlong Wang, Yanjun Zhang, Chao Chen
2024 — conf
ECLIPSE: Expunging Clean-Label Indiscriminate Poisons via Sparse Diffusion Purification.
ESORICS (1)
Xianlong Wang, Shengshan Hu, Yechao Zhang, Ziqi Zhou, Leo Yu Zhang, Peng Xu, Wei Wan, Hai Jin
2024 J jnl
ECLIPSE: Expunging Clean-label Indiscriminate Poisons via Sparse Diffusion Purification.
CoRR
Xianlong Wang, Shengshan Hu, Yechao Zhang, Ziqi Zhou, Leo Yu Zhang, Peng Xu, Wei Wan, Hai Jin
2024 J jnl
FLARE: Towards Universal Dataset Purification against Backdoor Attacks.
CoRR
Linshan Hou, Wei Luo, Zhongyun Hua, Songhua Chen, Leo Yu Zhang, Yiming Li
2024 J jnl
FairCMS: Cloud Media Sharing With Fair Copyright Protection.
IEEE Trans. Comput. Soc. Syst.
Xiangli Xiao, Yushu Zhang, Leo Yu Zhang, Zhongyun Hua, Zhe Liu, Jiwu Huang
2024 J jnl
Fluent: Round-efficient Secure Aggregation for Private Federated Learning.
CoRR
Xincheng Li, Jianting Ning, Geong Sen Poh, Leo Yu Zhang, Xinchun Yin, Tianwei Zhang
2024 J jnl
Guest Editorial AI-Empowered Internet of Things for Data-Driven Psychophysiological Computing and Patient Monitoring.
IEEE J. Biomed. Health Informatics
Kai Fang, Wei Wang, Marcin Wozniak, Qingchen Zhang, Keping Yu, Junxin Chen, Amr Tolba, Leo Yu Zhang
2024 A* conf
IBD-PSC: Input-level Backdoor Detection via Parameter-oriented Scaling Consistency.
ICML
Linshan Hou, Ruili Feng, Zhongyun Hua, Wei Luo, Leo Yu Zhang, Yiming Li
2024 J jnl
IBD-PSC: Input-level Backdoor Detection via Parameter-oriented Scaling Consistency.
CoRR
Linshan Hou, Ruili Feng, Zhongyun Hua, Wei Luo, Leo Yu Zhang, Yiming Li
2024 J jnl
Large Language Model Watermark Stealing With Mixed Integer Programming.
CoRR
Zhaoxi Zhang, Xiaomei Zhang, Yanjun Zhang, Leo Yu Zhang, Chao Chen, Shengshan Hu, Asif Gill, Shirui Pan
2024 J jnl
M-to-N Backdoor Paradigm: A Multi-Trigger and Multi-Target Attack to Deep Learning Models.
IEEE Trans. Circuits Syst. Video Technol.
Linshan Hou, Zhongyun Hua, Yuhong Li, Yifeng Zheng, Leo Yu Zhang
2024 Misc conf
MISA: Unveiling the Vulnerabilities in Split Federated Learning.
ICASSP
Wei Wan, Yuxuan Ning, Shengshan Hu, Lulu Xue, Minghui Li, Leo Yu Zhang, Hai Jin
2024 J jnl
Matrix factorization recommender based on adaptive Gaussian differential privacy for implicit feedback.
Inf. Process. Manag.
Hanyang Liu, Yong Wang, Zhiqiang Zhang, Jiangzhou Deng, Chao Chen, Leo Yu Zhang
2024 J jnl
Memorization in deep learning: A survey.
CoRR
Jiaheng Wei, Yanjun Zhang, Leo Yu Zhang, Ming Ding, Chao Chen, Kok-Leong Ong, Jun Zhang, Yang Xiang
2024 J jnl
Multireceiver Conditional Anonymous Singcryption for IoMT Crowdsourcing.
IEEE Internet Things J.
Yanping Wang, Xiaosong Zhang, Ruidong Chen, Hong-Ning Dai, Xiaofen Wang, Leo Yu Zhang, Ming Li
2024 J jnl
NumbOD: A Spatial-Frequency Fusion Attack Against Object Detectors.
CoRR
Ziqi Zhou, Bowen Li, Yufei Song, Zhifei Yu, Shengshan Hu, Wei Wan, Leo Yu Zhang, Dezhong Yao, Hai Jin
2024 J jnl
PB-UAP: Hybrid Universal Adversarial Attack For Image Segmentation.
CoRR
Yufei Song, Ziqi Zhou, Minghui Li, Xianlong Wang, Menghao Deng, Wei Wan, Shengshan Hu, Leo Yu Zhang
2024 — conf
PointAPA: Towards Availability Poisoning Attacks in 3D Point Clouds.
ESORICS (1)
Xianlong Wang, Minghui Li, Peng Xu, Wei Liu, Leo Yu Zhang, Shengshan Hu, Yanjun Zhang
2024 J jnl
PriGenX: Privacy-Preserving Query With Anonymous Access Control for Genomic Data.
IEEE Trans. Dependable Secur. Comput.
Yaxi Yang, Jian Weng, Yao Tong, Jia-Nan Liu, Zhenghao Wu, Leo Yu Zhang, Anjia Yang
2024 J jnl
Reverse Backdoor Distillation: Towards Online Backdoor Attack Detection for Deep Neural Network Models.
IEEE Trans. Dependable Secur. Comput.
Zeming Yao, Hangtao Zhang, Yicheng Guo, Xin Tian, Wei Peng, Yi Zou, Leo Yu Zhang, Chao Chen
2024 A* conf
Revisiting Gradient Pruning: A Dual Realization for Defending against Gradient Attacks.
AAAI
Lulu Xue, Shengshan Hu, Ruizhi Zhao, Leo Yu Zhang, Shengqing Hu, Lichao Sun, Dezhong Yao
2024 J jnl
Revisiting Gradient Pruning: A Dual Realization for Defending against Gradient Attacks.
CoRR
Lulu Xue, Shengshan Hu, Ruizhi Zhao, Leo Yu Zhang, Shengqing Hu, Lichao Sun, Dezhong Yao
2024 A* conf
Robust Backdoor Detection for Deep Learning via Topological Evolution Dynamics.
SP
Xiaoxing Mo, Yechao Zhang, Leo Yu Zhang, Wei Luo, Nan Sun, Shengshan Hu, Shang Gao, Yang Xiang
2024 J jnl
SSAT: Active Authorization Control and User's Fingerprint Tracking Framework for DNN IP Protection.
ACM Trans. Multim. Comput. Commun. Appl.
Mingfu Xue, Yinghao Wu, Leo Yu Zhang, Dujuan Gu, Yushu Zhang, Weiqiang Liu
2024 A* conf
Securely Fine-tuning Pre-trained Encoders Against Adversarial Examples.
SP
Ziqi Zhou, Minghui Li, Wei Liu, Shengshan Hu, Yechao Zhang, Wei Wan, Lulu Xue, Leo Yu Zhang, Dezhong Yao, Hai Jin
2024 J jnl
Securely Fine-tuning Pre-trained Encoders Against Adversarial Examples.
CoRR
Ziqi Zhou, Minghui Li, Wei Liu, Shengshan Hu, Yechao Zhang, Wei Wan, Lulu Xue, Leo Yu Zhang, Dezhong Yao, Hai Jin
2024 A conf
Stealing Watermarks of Large Language Models via Mixed Integer Programming.
ACSAC
Zhaoxi Zhang, Xiaomei Zhang, Yanjun Zhang, Leo Yu Zhang, Chao Chen, Shengshan Hu, Asif Gill, Shirui Pan
2024 A* conf
Towards Model Extraction Attacks in GAN-Based Image Translation via Domain Shift Mitigation.
AAAI
Di Mi, Yanjun Zhang, Leo Yu Zhang, Shengshan Hu, Qi Zhong, Haizhuan Yuan, Shirui Pan
2024 J jnl
Towards Model Extraction Attacks in GAN-Based Image Translation via Domain Shift Mitigation.
CoRR
Di Mi, Yanjun Zhang, Leo Yu Zhang, Shengshan Hu, Qi Zhong, Haizhuan Yuan, Shirui Pan
2024 J jnl
Towards Threshold Anonymous Announcement With Batch Verification for Cooperative Intelligent Transport Systems.
IEEE Trans. Veh. Technol.
Yanping Wang, Leo Yu Zhang, Xiaosong Zhang, Xiaofen Wang, Fuyi Wang, Shengshan Hu, Robin Doss
2024 — conf
Tracking the Leaker: An Encodable Watermarking Method for Dataset Intellectual Property Protection.
ACM TUR-C
Yifan Shang, Mingfu Xue, Leo Yu Zhang, Yushu Zhang, Weiqiang Liu
2024 J jnl
TrojanRobot: Backdoor Attacks Against Robotic Manipulation in the Physical World.
CoRR
Xianlong Wang, Hewen Pan, Hangtao Zhang, Minghui Li, Shengshan Hu, Ziqi Zhou, Lulu Xue, Peijin Guo, Yichen Wang, Wei Wan, Aishan Liu, Leo Yu Zhang
2024 A conf
TrustMIS: Trust-Enhanced Inference Framework for Medical Image Segmentation.
ECAI
Fuyi Wang, Jinzhi Ouyang, Lei Pan, Leo Yu Zhang, Xiaoning Liu, Yanping Wang, Robin Doss
2024 J jnl
Untargeted Backdoor Attack Against Deep Neural Networks With Imperceptible Trigger.
IEEE Trans. Ind. Informatics
Mingfu Xue, Yinghao Wu, Shifeng Ni, Leo Yu Zhang, Yushu Zhang, Weiqiang Liu
2024 A* conf
Why Does Little Robustness Help? A Further Step Towards Understanding Adversarial Transferability.
SP
Yechao Zhang, Shengshan Hu, Leo Yu Zhang, Junyu Shi, Minghui Li, Xiaogeng Liu, Wei Wan, Hai Jin
2023 Misc conf
A Bottom-Up Capsule Network for Hierarchical Image Classification.
DICTA
Khondaker Tasrif Noor, Antonio Robles-Kelly, Leo Yu Zhang, Mohamed Reda Bouadjenek
2023 A* conf
A Four-Pronged Defense Against Byzantine Attacks in Federated Learning.
ACM Multimedia
Wei Wan, Shengshan Hu, Minghui Li, Jianrong Lu, Longling Zhang, Leo Yu Zhang, Hai Jin
2023 J jnl
A Four-Pronged Defense Against Byzantine Attacks in Federated Learning.
CoRR
Wei Wan, Shengshan Hu, Minghui Li, Jianrong Lu, Longling Zhang, Leo Yu Zhang, Hai Jin
2023 J jnl
A Survey of PPG's Application in Authentication.
Comput. Secur.
Lin Li, Chao Chen, Lei Pan, Leo Yu Zhang, Zhifeng Wang, Jun Zhang, Yang Xiang
2023 J jnl
AGRAMPLIFIER: Defending Federated Learning Against Poisoning Attacks Through Local Update Amplification.
CoRR
Zirui Gong, Liyue Shen, Yanjun Zhang, Leo Yu Zhang, Jingwei Wang, Guangdong Bai, Yong Xiang
2023 J jnl
An Efficient Approach to Manage Natural Noises in Recommender Systems.
Algorithms
Chenhong Luo, Yong Wang, Bo Li, Hanyang Liu, Pengyu Wang, Leo Yu Zhang
2023 J jnl
An improved matrix factorization with local differential privacy based on piecewise mechanism for recommendation systems.
Expert Syst. Appl.
Yong Wang, Mingxing Gao, Xun Ran, Jun Ma, Leo Yu Zhang
2023 — ed.
Applied Cryptography and Network Security Workshops - ACNS 2023 Satellite Workshops, ADSC, AIBlock, AIHWS, AIoTS, CIMSS, Cloud S&P, SCI, SecMT, SiMLA, Kyoto, Japan, June 19-22, 2023, Proceedings
ACNS Workshops
Jianying Zhou, Lejla Batina, Zengpeng Li, Jingqiang Lin, Eleonora Losiouk, Suryadipta Majumdar, Daisuke Mashima, Weizhi Meng, Stjepan Picek, Mohammad Ashiqur Rahman, Jun Shao, Masaki Shimaoka, Ezekiel O. Soremekun, Chunhua Su, Je Sen Teh, Aleksei Udovenko, Cong Wang, Leo Yu Zhang, Yury Zhauniarovich
2023 B conf
Backdoor Attack on Deep Neural Networks in Perception Domain.
IJCNN
Xiaoxing Mo, Leo Yu Zhang, Nan Sun, Wei Luo, Shang Gao
2023 J jnl
Buffeting Chaotification Model for Enhancing Chaos and Its Hardware Implementation.
IEEE Trans. Ind. Electron.
Zhiqiang Zhang, Hong Zhu, Pengxin Ban, Yong Wang, Leo Yu Zhang
2023 C conf
Catch Me If You Can: A New Low-Rate DDoS Attack Strategy Disguised by Feint.
CSCWD
Tianyang Cai, Yuqi Li, Tao Jia, Leo Yu Zhang, Zheng Yang
2023 J jnl
Catch Me If You Can: A New Low-Rate DDoS Attack Strategy Disguised by Feint.
CoRR
Tianyang Cai, Yuqi Li, Tao Jia, Leo Yu Zhang, Zheng Yang
2023 J jnl
Client-side Gradient Inversion Against Federated Learning from Poisoning.
CoRR
Jiaheng Wei, Yanjun Zhang, Leo Yu Zhang, Chao Chen, Shirui Pan, Kok-Leong Ong, Jun Zhang, Yang Xiang
2023 J jnl
Corrupting Convolution-based Unlearnable Datasets with Pixel-based Image Transformations.
CoRR
Xianlong Wang, Shengshan Hu, Minghui Li, Zhifei Yu, Ziqi Zhou, Leo Yu Zhang, Hai Jin
2023 J jnl
Cyber Information Retrieval Through Pragmatics Understanding and Visualization.
IEEE Trans. Dependable Secur. Comput.
Nan Sun, Jun Zhang, Shang Gao, Leo Yu Zhang, Seyit Camtepe, Yang Xiang
2023 A* conf
Denial-of-Service or Fine-Grained Control: Towards Flexible Model Poisoning Attacks on Federated Learning.
IJCAI
Hangtao Zhang, Zeming Yao, Leo Yu Zhang, Shengshan Hu, Chao Chen, Alan Wee-Chung Liew, Zhetao Li
2023 J jnl
Denial-of-Service or Fine-Grained Control: Towards Flexible Model Poisoning Attacks on Federated Learning.
CoRR
Hangtao Zhang, Zeming Yao, Leo Yu Zhang, Shengshan Hu, Chao Chen, Alan Wee-Chung Liew, Zhetao Li
2023 A* conf
Downstream-agnostic Adversarial Examples.
ICCV
Ziqi Zhou, Shengshan Hu, Ruizhi Zhao, Qian Wang, Leo Yu Zhang, Junhui Hou, Hai Jin
2023 J jnl
Downstream-agnostic Adversarial Examples.
CoRR
Ziqi Zhou, Shengshan Hu, Ruizhi Zhao, Qian Wang, Leo Yu Zhang, Junhui Hou, Hai Jin
2023 J jnl
From Chaos to Pseudorandomness: A Case Study on the 2-D Coupled Map Lattice.
IEEE Trans. Cybern.
Yong Wang, Zhuo Liu, Leo Yu Zhang, Fabio Pareschi, Gianluca Setti, Guanrong Chen
2023 A conf
LoDen: Making Every Client in Federated Learning a Defender Against the Poisoning Membership Inference Attacks.
AsiaCCS
Mengyao Ma, Yanjun Zhang, Mahawaga Arachchige Pathum Chamikara, Leo Yu Zhang, Mohan Baruwal Chhetri, Guangdong Bai
2023 J jnl
MISA: Unveiling the Vulnerabilities in Split Federated Learning.
CoRR
Wei Wan, Yuxuan Ning, Shengshan Hu, Lulu Xue, Minghui Li, Leo Yu Zhang, Hai Jin
2023 A conf
Masked Language Model Based Textual Adversarial Example Detection.
AsiaCCS
Xiaomei Zhang, Zhaoxi Zhang, Qi Zhong, Xufei Zheng, Yanjun Zhang, Shengshan Hu, Leo Yu Zhang
2023 J jnl
Masked Language Model Based Textual Adversarial Example Detection.
CoRR
Xiaomei Zhang, Zhaoxi Zhang, Qi Zhong, Xufei Zheng, Yanjun Zhang, Shengshan Hu, Leo Yu Zhang
2023 A* conf
PointCA: Evaluating the Robustness of 3D Point Cloud Completion Models against Adversarial Examples.
AAAI
Shengshan Hu, Junwei Zhang, Wei Liu, Junhui Hou, Minghui Li, Leo Yu Zhang, Hai Jin, Lichao Sun
2023 A* conf
PointCRT: Detecting Backdoor in 3D Point Cloud via Corruption Robustness.
ACM Multimedia
Shengshan Hu, Wei Liu, Minghui Li, Yechao Zhang, Xiaogeng Liu, Xianlong Wang, Leo Yu Zhang, Junhui Hou
2023 B conf
Predicate Private Set Intersection with Linear Complexity.
ACNS
Yaxi Yang, Jian Weng, Yufeng Yi, Changyu Dong, Leo Yu Zhang, Jianying Zhou
2023 — conf
Preserving Privacy of Input Features Across All Stages of Collaborative Learning.
ISPA/BDCloud/SocialCom/SustainCom
Jianrong Lu, Lulu Xue, Wei Wan, Minghui Li, Leo Yu Zhang, Shengqing Hu
2023 J jnl
PriRanGe: Privacy-Preserving Range-Constrained Intersection Query Over Genomic Data.
IEEE Trans. Cloud Comput.
Yaxi Yang, Yao Tong, Jian Weng, Yufeng Yi, Yandong Zheng, Leo Yu Zhang, Rongxing Lu
2023 J jnl
Probabilistic Matrix Factorization Recommendation Approach for Integrating Multiple Information Sources.
IEEE Trans. Syst. Man Cybern. Syst.
Jiangzhou Deng, Xun Ran, Yong Wang, Leo Yu Zhang, Junpeng Guo
2023 J jnl
Providing prediction reliability through deep neural networks for recommender systems.
Comput. Ind. Eng.
Jiangzhou Deng, Hongtao Li, Junpeng Guo, Leo Yu Zhang, Yong Wang
2023 J jnl
Robust Backdoor Detection for Deep Learning via Topological Evolution Dynamics.
CoRR
Xiaoxing Mo, Yechao Zhang, Leo Yu Zhang, Wei Luo, Nan Sun, Shengshan Hu, Shang Gao, Yang Xiang
2023 A conf
SigA: rPPG-based Authentication for Virtual Reality Head-mounted Display.
RAID
Lin Li, Chao Chen, Lei Pan, Leo Yu Zhang, Jun Zhang, Yang Xiang
2023 A* conf
Towards Self-Interpretable Graph-Level Anomaly Detection.
NeurIPS
Yixin Liu, Kaize Ding, Qinghua Lu, Fuyi Li, Leo Yu Zhang, Shirui Pan
2023 J jnl
Towards Self-Interpretable Graph-Level Anomaly Detection.
CoRR
Yixin Liu, Kaize Ding, Qinghua Lu, Fuyi Li, Leo Yu Zhang, Shirui Pan
2023 J jnl
Turn Passive to Active: A Survey on Active Intellectual Property Protection of Deep Learning Models.
CoRR
Mingfu Xue, Leo Yu Zhang, Yushu Zhang, Weiqiang Liu
2023 J jnl
Why Does Little Robustness Help? Understanding Adversarial Transferability From Surrogate Training.
CoRR
Yechao Zhang, Shengshan Hu, Leo Yu Zhang, Junyu Shi, Minghui Li, Xiaogeng Liu, Wei Wan, Hai Jin
2023 — conf
WiP: Towards Zero Trust Authentication in Critical Industrial Infrastructures with PRISM.
ACNS Workshops
Fuyi Wang, Yanping Wang, Leo Yu Zhang, Yuval Hertzog, Michael Loewy, Dominique Valladolid, Julio Medeiros, Muna Al-Hawawreh, Robin Doss
2022 B conf
A Differential Privacy Mechanism for Deceiving Cyber Attacks in IoT Networks.
NSS
Guizhen Yang, Mengmeng Ge, Shang Gao, Xuequan Lu, Leo Yu Zhang, Robin Doss
2022 — conf
A Generic Enhancer for Backdoor Attacks on Deep Neural Networks.
ICONIP (7)
Bilal Hussain Abbasi, Qi Zhong, Leo Yu Zhang, Shang Gao, Antonio Robles-Kelly, Robin Doss
2022 J jnl
A collaborative filtering algorithm based on item labels and Hellinger distance for sparse data.
J. Inf. Sci.
Yong Wang, Xuhui Zhao, Zhiqiang Zhang, Leo Yu Zhang
2022 J jnl
A differentially private matrix factorization based on vector perturbation for recommender system.
Neurocomputing
Xun Ran, Yong Wang, Leo Yu Zhang, Jun Ma
2022 J jnl
A differentially private nonnegative matrix factorization for recommender system.
Inf. Sci.
Xun Ran, Yong Wang, Leo Yu Zhang, Jun Ma
2022 A conf
Attention Distraction: Watermark Removal Through Continual Learning with Selective Forgetting.
ICME
Qi Zhong, Leo Yu Zhang, Shengshan Hu, Longxiang Gao, Jun Zhang, Yong Xiang
2022 J jnl
Attention Distraction: Watermark Removal Through Continual Learning with Selective Forgetting.
CoRR
Qi Zhong, Leo Yu Zhang, Shengshan Hu, Longxiang Gao, Jun Zhang, Yong Xiang
2022 A* conf
BadHash: Invisible Backdoor Attacks against Deep Hashing with Clean Label.
ACM Multimedia
Shengshan Hu, Ziqi Zhou, Yechao Zhang, Leo Yu Zhang, Yifeng Zheng, Yuanyuan He, Hai Jin
2022 J jnl
BadHash: Invisible Backdoor Attacks against Deep Hashing with Clean Label.
CoRR
Shengshan Hu, Ziqi Zhou, Yechao Zhang, Leo Yu Zhang, Yifeng Zheng, Yuanyuan He, Hai Jin
2022 B conf
Challenges and Approaches for Mitigating Byzantine Attacks in Federated Learning.
TrustCom
Junyu Shi, Wei Wan, Shengshan Hu, Jianrong Lu, Leo Yu Zhang
2022 J jnl
Defining Security Requirements With the Common Criteria: Applications, Adoptions, and Challenges.
IEEE Access
Nan Sun, Chang-Tsun Li, Hin Chan, Ba Dung Le, Md Zahidul Islam, Leo Yu Zhang, Md. Rafiqul Islam, Warren Armstrong
2022 J jnl
Defining Security Requirements with the Common Criteria: Applications, Adoptions, and Challenges.
CoRR
Nan Sun, Chang-Tsun Li, Hin Chan, Ba Dung Le, Md Zahidul Islam, Leo Yu Zhang, Md. Rafiqul Islam, Warren Armstrong
2022 — conf
Detecting and Mitigating Backdoor Attacks with Dynamic and Invisible Triggers.
ICONIP (3)
Zhibin Zheng, Zhongyun Hua, Leo Yu Zhang
2022 J jnl
Evaluating Membership Inference Through Adversarial Robustness.
Comput. J.
Zhaoxi Zhang, Leo Yu Zhang, Xufei Zheng, Bilal Hussain Abbasi, Shengshan Hu
2022 J jnl
Evaluating Membership Inference Through Adversarial Robustness.
CoRR
Zhaoxi Zhang, Leo Yu Zhang, Xufei Zheng, Bilal Hussain Abbasi, Shengshan Hu
2022 J jnl
Low-Cost and Confidential ECG Acquisition Framework Using Compressed Sensing and Chaotic Systems for Wireless Body Area Network.
IEEE J. Biomed. Health Informatics
Hui Zhang, Junxin Chen, Leo Yu Zhang, Chong Fu, Raffaele Gravina, Giancarlo Fortino, Zhihan Lv
2022 J jnl
M-to-N Backdoor Paradigm: A Stealthy and Fuzzy Attack to Deep Learning Models.
CoRR
Linshan Hou, Zhongyun Hua, Yuhong Li, Leo Yu Zhang
2022 J jnl
Performance of the 2D Coupled Map Lattice Model and Its Application in Image Encryption.
Complex.
Zhuo Liu, Jinyuan Liu, Leo Yu Zhang, Yong Zhao, Xiao Feng Gong
2022 J jnl
PointCA: Evaluating the Robustness of 3D Point Cloud Completion Models Against Adversarial Examples.
CoRR
Shengshan Hu, Junwei Zhang, Wei Liu, Junhui Hou, Minghui Li, Leo Yu Zhang, Hai Jin, Lichao Sun
2022 A* conf
Protecting Facial Privacy: Generating Adversarial Identity Masks via Style-robust Makeup Transfer.
CVPR
Shengshan Hu, Xiaogeng Liu, Yechao Zhang, Minghui Li, Leo Yu Zhang, Hai Jin, Libing Wu
2022 J jnl
Protecting Facial Privacy: Generating Adversarial Identity Masks via Style-robust Makeup Transfer.
CoRR
Shengshan Hu, Xiaogeng Liu, Yechao Zhang, Minghui Li, Leo Yu Zhang, Hai Jin, Libing Wu
2022 B conf
Self-Supervised Adversarial Example Detection by Disentangled Representation.
TrustCom
Zhaoxi Zhang, Leo Yu Zhang, Xufei Zheng, Jinyu Tian, Jiantao Zhou
2022 J jnl
Semantic-Aware Privacy-Preserving Online Location Trajectory Data Sharing.
IEEE Trans. Inf. Forensics Secur.
Zhirun Zheng, Zhetao Li, Hongbo Jiang, Leo Yu Zhang, Dengbiao Tu
2022 — conf
Shielding Federated Learning: Mitigating Byzantine Attacks with Less Constraints.
MSN
Minghui Li, Wei Wan, Jianrong Lu, Shengshan Hu, Junyu Shi, Leo Yu Zhang, Man Zhou, Yifeng Zheng
2022 J jnl
Shielding Federated Learning: Mitigating Byzantine Attacks with Less Constraints.
CoRR
Minghui Li, Wei Wan, Jianrong Lu, Shengshan Hu, Junyu Shi, Leo Yu Zhang, Man Zhou, Yifeng Zheng
2022 A* conf
Shielding Federated Learning: Robust Aggregation with Adaptive Client Selection.
IJCAI
Wei Wan, Shengshan Hu, Jianrong Lu, Leo Yu Zhang, Hai Jin, Yuanyuan He
2022 J jnl
Shielding Federated Learning: Robust Aggregation with Adaptive Client Selection.
CoRR
Wei Wan, Shengshan Hu, Jianrong Lu, Leo Yu Zhang, Hai Jin, Yuanyuan He
2022 C conf
Towards Privacy-Preserving Neural Architecture Search.
ISCC
Fuyi Wang, Leo Yu Zhang, Lei Pan, Shengshan Hu, Robin Doss
2022 J jnl
Towards Privacy-Preserving Neural Architecture Search.
CoRR
Fuyi Wang, Leo Yu Zhang, Lei Pan, Shengshan Hu, Robin Doss
2022 — conf
Working Mechanism of Eternalblue and Its Application in Ransomworm.
CSS
Zian Liu, Chao Chen, Leo Yu Zhang, Shang Gao
2021 J jnl
A Novel Compressive Image Encryption with an Improved 2D Coupled Map Lattice Model.
Secur. Commun. Networks
Zhuo Liu, Yong Wang, Leo Yu Zhang, Jun Ma
2021 J jnl
A new item similarity based on α-divergence for collaborative filtering in sparse data.
Expert Syst. Appl.
Yong Wang, Pengyu Wang, Zhuo Liu, Leo Yu Zhang
2021 A* conf
AdvHash: Set-to-set Targeted Attack on Deep Hashing with One Single Adversarial Patch.
ACM Multimedia
Shengshan Hu, Yechao Zhang, Xiaogeng Liu, Leo Yu Zhang, Minghui Li, Hai Jin
2021 J jnl
An effective and efficient fuzzy approach for managing natural noise in recommender systems.
Inf. Sci.
Pengyu Wang, Yong Wang, Leo Yu Zhang, Hong Zhu
2021 J jnl
CREAMS: Copyrighted Cloud Media Sharing.
CoRR
Yushu Zhang, Xiangli Xiao, Leo Yu Zhang, Zhe Liu, Jiwu Huang
2021 J jnl
Challenges and approaches for mitigating byzantine attacks in federated learning.
CoRR
Shengshan Hu, Jianrong Lu, Wei Wan, Leo Yu Zhang
2021 J jnl
Computation Outsourcing Meets Lossy Channel: Secure Sparse Robustness Decoding Service in Multi-Clouds.
IEEE Trans. Big Data
Yushu Zhang, Jiantao Zhou, Yong Xiang, Leo Yu Zhang, Fei Chen, Shaoning Pang, Xiaofeng Liao
2021 J jnl
Deep neural-based vulnerability discovery demystified: data, model and performance.
Neural Comput. Appl.
Guanjun Lin, Wei Xiao, Leo Yu Zhang, Shang Gao, Yonghang Tai, Jun Zhang
2021 J jnl
From Chaos to Pseudo-Randomness: A Case Study on the 2D Coupled Map Lattice.
CoRR
Yong Wang, Zhuo Liu, Leo Yu Zhang, Fabio Pareschi, Gianluca Setti, Guanrong Chen
2021 — conf
My Security: An interactive search engine for cybersecurity.
HICSS
Nan Sun, Jun Zhang, Shang Gao, Leo Yu Zhang, Seyit Camtepe, Yang Xiang
2021 J jnl
Re-Evaluation of the Security of a Family of Image Diffusion Mechanisms.
IEEE Trans. Circuits Syst. Video Technol.
Junxin Chen, Leo Yu Zhang, Yicong Zhou
2021 J jnl
Self-Supervised Adversarial Example Detection by Disentangled Representation.
CoRR
Zhaoxi Zhang, Leo Yu Zhang, Xufei Zheng, Shengshan Hu, Jinyu Tian, Jiantao Zhou
2021 B conf
Shielding Federated Learning: A New Attack Approach and Its Defense.
WCNC
Wei Wan, Jianrong Lu, Shengshan Hu, Leo Yu Zhang, Xiaobing Pei
2021 J jnl
Towards Private and Scalable Cross-Media Retrieval.
IEEE Trans. Dependable Secur. Comput.
Shengshan Hu, Leo Yu Zhang, Qian Wang, Zhan Qin, Cong Wang
2020 J jnl
A Hybrid Key Agreement Scheme for Smart Homes Using the Merkle Puzzle.
IEEE Internet Things J.
Yuexin Zhang, Xinyi Huang, Xiaofeng Chen, Leo Yu Zhang, Jun Zhang, Yang Xiang
2020 — conf
A New Interval Preference Model and Corresponding Fuzzy Similarity Measure for Collaborative Filtering.
BigDataService
Yong Wang, Pengyu Wang, Xuhui Zhao, Zhuo Liu, Leo Yu Zhang
2020 — conf
A New Rabin-Type Cryptosystem with Modulus p
ATIS
Digby Mooney, Lynn Margaret Batten, Leo Yu Zhang
2020 J jnl
A genetic algorithm for constructing bijective substitution boxes with high nonlinearity.
Inf. Sci.
Yong Wang, Zhiqiang Zhang, Leo Yu Zhang, Jun Feng, Jerry Gao, Peng Lei
2020 B conf
Data Analytics of Crowdsourced Resources for Cybersecurity Intelligence.
NSS
Nan Sun, Jun Zhang, Shang Gao, Leo Yu Zhang, Seyit Camtepe, Yang Xiang
2020 J jnl
Design and Analysis on a Parallel Chaos-Based Hash Function.
Int. J. Bifurc. Chaos
Zhuo Liu, Yong Wang, Gongkun Jiang, Leo Yu Zhang
2020 J jnl
Informed Histogram-Based Watermarking.
IEEE Signal Process. Lett.
Guang Hua, Yong Xiang, Leo Yu Zhang
2020 — conf
Protecting IP of Deep Neural Networks with Watermarking: A New Label Helps.
PAKDD (2)
Qi Zhong, Leo Yu Zhang, Jun Zhang, Longxiang Gao, Yong Xiang
2020 B conf
Protecting the Intellectual Property of Deep Neural Networks with Watermarking: The Frequency Domain Approach.
TrustCom
Meng Li, Qi Zhong, Leo Yu Zhang, Yajuan Du, Jun Zhang, Yong Xiang
2020 J jnl
VoterChoice: A ransomware detection honeypot with multiple voting framework.
Concurr. Comput. Pract. Exp.
Chee Keong Ng, Sutharshan Rajasegarar, Lei Pan, Frank Jiang, Leo Yu Zhang
2020 J jnl
You Can Access but You Cannot Leak: Defending Against Illegal Content Redistribution in Encrypted Cloud Media Center.
IEEE Trans. Dependable Secur. Comput.
Leo Yu Zhang, Yifeng Zheng, Jian Weng, Cong Wang, Zihao Shan, Kui Ren
2019 J jnl
Compressed Sensing Based Selective Encryption With Data Hiding Capability.
IEEE Trans. Ind. Informatics
Jia Wang, Leo Yu Zhang, Junxin Chen, Guang Hua, Yushu Zhang, Yong Xiang
2019 J jnl
Compressed sensing for electrocardiogram acquisition in wireless body sensor network: A comparative analysis.
Int. J. Distributed Sens. Networks
Junxin Chen, Jiazhu Xing, Leo Yu Zhang, Lin Qi
2019 J jnl
Data-Driven Cybersecurity Incident Prediction: A Survey.
IEEE Commun. Surv. Tutorials
Nan Sun, Jun Zhang, Paul Rimba, Shang Gao, Leo Yu Zhang, Yang Xiang
2019 J jnl
Dynamic Scalable Elliptic Curve Cryptographic Scheme and Its Application to In-Vehicle Security.
IEEE Internet Things J.
Jia Wang, Jianqiang Li, Huihui Wang, Leo Yu Zhang, Lee-Ming Cheng, Qiuzhen Lin
2019 J jnl
Efficiently and securely outsourcing compressed sensing reconstruction to a cloud.
Inf. Sci.
Yushu Zhang, Yong Xiang, Leo Yu Zhang, Lu-Xing Yang, Jiantao Zhou
2019 J jnl
Fast detection of maximal exact matches via fixed sampling of query K-mers and Bloom filtering of index K-mers.
Bioinform.
Yuansheng Liu, Leo Yu Zhang, Jinyan Li
2019 J jnl
Secure Wireless Communications Based on Compressive Sensing: A Survey.
IEEE Commun. Surv. Tutorials
Yushu Zhang, Yong Xiang, Leo Yu Zhang, Yue Rong, Song Guo
2019 J jnl
Static malware clustering using enhanced deep embedding method.
Concurr. Comput. Pract. Exp.
Chee Keong Ng, Frank Jiang, Leo Yu Zhang, Wanlei Zhou
2018 J jnl
Exploiting the Security Aspects of Compressive Sampling.
Secur. Commun. Networks
Junxin Chen, Leo Yu Zhang, Yushu Zhang, Fabio Pareschi, Yu-Dong Yao
2018 J jnl
Improved known-plaintext attack to permutation-only multimedia ciphers.
Inf. Sci.
Leo Yu Zhang, Yuansheng Liu, Cong Wang, Jiantao Zhou, Yushu Zhang, Guanrong Chen
2018 J jnl
Low-Cost and Confidentiality-Preserving Data Acquisition for Internet of Multimedia Things.
IEEE Internet Things J.
Yushu Zhang, Qi He, Yong Xiang, Leo Yu Zhang, Bo Liu, Junxin Chen, Yiyuan Xie
2018 J jnl
On the Security of a Class of Diffusion Mechanisms for Image Encryption.
IEEE Trans. Cybern.
Leo Yu Zhang, Yuansheng Liu, Fabio Pareschi, Yushu Zhang, Kwok-Wo Wong, Riccardo Rovatti, Gianluca Setti
2017 J jnl
A local search enhanced differential evolutionary algorithm for sparse recovery.
Appl. Soft Comput.
Qiuzhen Lin, Bishan Hu, Ya Tang, Leo Yu Zhang, Jianyong Chen, Xiaomin Wang, Zhong Ming
2017 J jnl
Cryptanalysis of Optical Ciphers Integrating Double Random Phase Encoding With Permutation.
IEEE Access
Junxin Chen, Nan Bao, Jinchang Li, Zhiliang Zhu, Leo Yu Zhang
2017 J jnl
Harnessing the Hybrid Cloud for Secure Big Image Data Service.
IEEE Internet Things J.
Yushu Zhang, Hui Huang, Yong Xiang, Leo Yu Zhang, Xing He
2017 J jnl
Security Analysis of Some Diffusion Mechanisms Used in Chaotic Ciphers.
Int. J. Bifurc. Chaos
Leo Yu Zhang, Yushu Zhang, Yuansheng Liu, Anjia Yang, Guanrong Chen
2016 J jnl
A Block Compressive Sensing Based Scalable Encryption Framework for Protecting Significant Image Regions.
Int. J. Bifurc. Chaos
Yushu Zhang, Jiantao Zhou, Fei Chen, Leo Yu Zhang, Di Xiao, Bin Chen, Xiaofeng Liao
2016 J jnl
A Review of Compressive Sensing in Information Security Field.
IEEE Access
Yushu Zhang, Leo Yu Zhang, Jiantao Zhou, Licheng Liu, Fei Chen, Xing He
2016 J jnl
Bi-level Protected Compressive Sampling.
IEEE Trans. Multim.
Leo Yu Zhang, Kwok-Wo Wong, Yushu Zhang, Jiantao Zhou
2016 J jnl
Cryptanalyzing an image encryption algorithm based on scrambling and Veginère cipher.
Multim. Tools Appl.
Li Zeng, Renren Liu, Leo Yu Zhang, Yuansheng Liu, Kwok-Wo Wong
2016 J jnl
Embedding cryptographic features in compressive sensing.
Neurocomputing
Yushu Zhang, Jiantao Zhou, Fei Chen, Leo Yu Zhang, Kwok-Wo Wong, Xing He, Di Xiao
2015 J jnl
Chosen-plaintext attack of an image encryption scheme based on modified permutation-diffusion structure.
CoRR
Yuansheng Liu, Leo Yu Zhang, Jia Wang, Yushu Zhang, Kwok-Wo Wong
2015 C conf
Joint quantization and diffusion for compressed sensing measurements of natural images.
ISCAS
Leo Yu Zhang, Kwok-Wo Wong, Yushu Zhang, Qiuzhen Lin
2015 J jnl
On the security of a class of diffusion mechanisms for image encryption.
CoRR
Leo Yu Zhang, Yuansheng Liu, Kwok-Wo Wong, Fabio Pareschi, Yushu Zhang, Riccardo Rovatti, Gianluca Setti
2015 J jnl
Robust coding of encrypted images via structural matrix.
Signal Process. Image Commun.
Yushu Zhang, Kwok-Wo Wong, Leo Yu Zhang, Wenying Wen, Jiantao Zhou, Xing He
2015 — conf
Support-Set-Assured Parallel Outsourcing of Sparse Reconstruction Service for Compressive Sensing in Multi-clouds.
SocialSec
Yushu Zhang, Jiantao Zhou, Leo Yu Zhang, Fei Chen, Xinyu Lei
2014 J jnl
A chaotic image encryption scheme owning temp-value feedback.
Commun. Nonlinear Sci. Numer. Simul.
Leo Yu Zhang, Xiaobo Hu, Yuansheng Liu, Kwok-Wo Wong, Jie Gan
2014 J jnl
Cryptanalyzing a class of image encryption schemes based on Chinese remainder theorem.
Signal Process. Image Commun.
Chengqing Li, Yuansheng Liu, Leo Yu Zhang, Kwok-Wo Wong
2014 J jnl
Cryptanalyzing an image encryption algorithm based on scrambling and Veginere cipher.
CoRR
Li Zeng, Renren Liu, Leo Yu Zhang, Yuansheng Liu, Kwok-Wo Wong
2014 J jnl
Embedding Cryptographic Features in Compressive Sensing.
CoRR
Yushu Zhang, Kwok-Wo Wong, Di Xiao, Leo Yu Zhang, Ming Li
2014 J jnl
Joint Quantization and Diffusion for Compressed Sensing Measurements of Natural Images.
CoRR
Leo Yu Zhang, Kwok-Wo Wong, Yushu Zhang, Qiuzhen Lin
2014 J jnl
Robust Coding of Encrypted Images via Structural Matrix.
CoRR
Yushu Zhang, Kwok-Wo Wong, Leo Yu Zhang, Di Xiao
2014 J jnl
Towards Secure Compressive Sampling Scheme.
CoRR
Leo Yu Zhang, Kwok-Wo Wong, Chengqing Li, Yushu Zhang
2013 J jnl
A chaotic image encryption scheme owning temp-value feedback
CoRR
Leo Yu Zhang, Xiaobo Hu, Yuansheng Liu, Kwok-Wo Wong, Jie Gan
2013 J jnl
Breaking a Chaotic Image Encryption Algorithm Based on Modulo Addition and XOR Operation.
Int. J. Bifurc. Chaos
Chengqing Li, Yuansheng Liu, Leo Yu Zhang, Michael Z. Q. Chen
2013 J jnl
Breaking an image compression and encryption scheme based on Chinese Remainder Theorem.
CoRR
Chengqing Li, Yuansheng Liu, Leo Yu Zhang, Kwok-Wo Wong
2012 J jnl
Breaking a chaotic image encryption algorithm based on modulo addition and XOR operation
CoRR
Chengqing Li, Yuansheng Liu, Leo Yu Zhang, Michael Z. Q. Chen
2012 J jnl
Breaking a novel colour image encryption algorithm based on chaos
CoRR
Chengqing Li, Leo Yu Zhang, Rong Ou, Kwok-Wo Wong
2012 J jnl
Cryptanalyzing a chaos-based image encryption algorithm using alternate structure.
J. Syst. Softw.
Leo Yu Zhang, Chengqing Li, Kwok-Wo Wong, Shi Shu, Guanrong Chen
2011 J jnl
Cryptanalyzing a chaos-based image encryption algorithm using alternate structure
CoRR
Leo Yu Zhang, Chengqing Li, Kwok-Wo Wong, Shi Shu, Guanrong Chen