2022 · Leilei Gan, Jiwei Li, et al. · Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT) · 50

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Blind Night-Time Image Quality Assessment: Subjective and Objective Approaches

2019 · Tao Xiang, Ying Yang, et al. · IEEE Transactions on Multimedia · 48

Perceptual Visual Security Index Based on Edge and Texture Similarities

2016 · Tao Xiang, Shangwei Guo, et al. · IEEE Transactions on Information Forensics and Security · 48

Privacy-preserving Collaborative Learning with Automatic Transformation Search

2021 · Wei Gao, Shangwei Guo, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 44

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Towards efficient privacy-preserving face recognition in the cloud

2019 · Shangwei Guo, Tao Xiang, et al. · Signal Processing · 44

Stealing Deep Reinforcement Learning Models for Fun and Profit

2021 · Kangjie Chen, Shangwei Guo, et al. · ACM Asia Conference on Computer and Communications Security (ASIA CCS) · 43

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PEID: A Perceptually Encrypted Image Database for Visual Security Evaluation

2019 · Shangwei Guo, Tao Xiang, et al. · IEEE Transactions on Information Forensics and Security · 41

An Efficient Preprocessing-Based Approach to Mitigate Advanced Adversarial Attacks

2021 · Han Qiu, Yi Zeng, et al. · IEEE Transactions on Computers · 40

Visual Security Evaluation of Perceptually Encrypted Images Based on Image Importance

2019 · Tao Xiang, Ying Yang, et al. · IEEE Transactions on Circuits and Systems for Video Technology · 40

Secure Decentralized Image Classification With Multiparty Homomorphic Encryption

2023 · Guowen Xu, Guanlin Li, et al. · IEEE Transactions on Circuits and Systems for Video Technology · 39

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Threats to Pre-trained Language Models: Survey and Taxonomy

2022 · Guo, Shangwei, Xie, Chunlong, et al. · arXiv (Cornell University) · 39

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Fine-tuning Is Not Enough: A Simple yet Effective Watermark Removal Attack for DNN Models

2021 · Shangwei Guo, Tianwei Zhang, et al. · International Joint Conference on Artificial Intelligence · 37

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Processing secure, verifiable and efficient SQL over outsourced database

2016 · Tao Xiang, Xiaoguo Li, et al. · Information Sciences · 34

ESB-FL: Efficient and Secure Blockchain-Based Federated Learning With Fair Payment

2022 · Biwen Chen, Honghong Zeng, et al. · IEEE Transactions on Big Data · 30

Model Supply Chain Poisoning: Backdooring Pre-trained Models via Embedding Indistinguishability

2025 · Hao Wang, Shangwei Guo, et al. · International World Wide Web Conference (WWW) · 29

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Advancing Non-Intrusive Load Monitoring: Predicting Appliance-Level Power Consumption With Indirect Supervision

2025 · Jialing He, Junsen Feng, et al. · IEEE Transactions on Network Science and Engineering · 29

Triggerless Backdoor Attack for NLP Tasks with Clean Labels

2021 · Gan, Leilei, Li, Jiwei, et al. · arXiv (Cornell University) · 26

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EvilEdit: Backdooring Text-to-Image Diffusion Models in One Second

2024 · Hao Wang, Shangwei Guo, et al. · ACM International Conference on Multimedia (ACM MM) · 24

BMIF: Privacy-preserving Blockchain-based Medical Image Fusion

2022 · Tao Xiang, Honghong Zeng, et al. · ACM Transactions on Multimedia Computing Communications and Applications · 24

Ownership Verification of DNN Architectures via Hardware Cache Side Channels

2022 · Xiaoxuan Lou, Shangwei Guo, et al. · IEEE Transactions on Circuits and Systems for Video Technology · 23

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EHNQ: Subjective and Objective Quality Evaluation of Enhanced Night-Time Images

2023 · Ying Yang, Tao Xiang, et al. · IEEE Transactions on Circuits and Systems for Video Technology · 22

Works count: 89

Citation count: 1,969

H-index: 23

I10-index: 47