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Shangwei Guo
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Deepsweep: An evaluation framework for mitigating DNN backdoor attacks using data augmentation
H Qiu, Y Zeng, S Guo, T Zhang, M Qiu, B Thuraisingham
Proceedings of the 2021 ACM Asia Conference on Computer and Communications …, 2021
201*2021
Text classification via large language models
X Sun, X Li, J Li, F Wu, S Guo, T Zhang, G Wang
arXiv preprint arXiv:2305.08377, 2023
832023
Badpre: Task-agnostic backdoor attacks to pre-trained nlp foundation models
K Chen, Y Meng, X Sun, S Guo, T Zhang, J Li, C Fan
arXiv preprint arXiv:2110.02467, 2021
822021
Byzantine-resilient decentralized stochastic gradient descent
S Guo, T Zhang, H Yu, X Xie, L Ma, T Xiang, Y Liu
IEEE Transactions on Circuits and Systems for Video Technology 32 (6), 4096-4106, 2021
62*2021
Triggerless backdoor attack for NLP tasks with clean labels
L Gan, J Li, T Zhang, X Li, Y Meng, F Wu, Y Yang, S Guo, C Fan
arXiv preprint arXiv:2111.07970, 2021
572021
Fine-tuning Is Not Enough: A Simple yet Effective Watermark Removal Attack for DNN Models
S Guo, T Zhang, H Qiu, Y Zeng, T Xiang, Y Liu
IJCAI, 2021
50*2021
Privacy-preserving collaborative learning with automatic transformation search
W Gao, S Guo, T Zhang, H Qiu, Y Wen, Y Liu
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021
492021
Stealing Deep Reinforcement Learning Models for Fun and Profit
K Chen, S Guo, T Zhang, X Xie, Y Liu
arXiv preprint arXiv:2006.05032, 2020
452020
Towards efficient privacy-preserving face recognition in the cloud
S Guo, T Xiang, X Li
Signal Processing 164, 320-328, 2019
432019
Perceptual visual security index based on edge and texture similarities
T Xiang, S Guo, X Li
IEEE Transactions on Information Forensics and Security 11 (5), 951-963, 2016
382016
Processing secure, verifiable and efficient SQL over outsourced database
T Xiang, X Li, F Chen, S Guo, Y Yang
Information Sciences 348, 163-178, 2016
362016
Blind night-time image quality assessment: Subjective and objective approaches
T Xiang, Y Yang, S Guo
IEEE Transactions on Multimedia 22 (5), 1259-1272, 2019
352019
Threats to pre-trained language models: Survey and taxonomy
S Guo, C Xie, J Li, L Lyu, T Zhang
arXiv preprint arXiv:2202.06862, 2022
332022
PEID: A perceptually encrypted image database for visual security evaluation
S Guo, T Xiang, X Li, Y Yang
IEEE Transactions on Information Forensics and Security 15, 1151-1163, 2019
262019
Topology-aware differential privacy for decentralized image classification
S Guo, T Zhang, G Xu, H Yu, T Xiang, Y Liu
IEEE Transactions on Circuits and Systems for Video Technology 32 (6), 4016-4027, 2021
23*2021
Visual security evaluation of perceptually encrypted images based on image importance
T Xiang, Y Yang, H Liu, S Guo
IEEE Transactions on Circuits and Systems for Video Technology 30 (11), 4129 …, 2019
232019
Privacy-aware image encryption based on logistic map and data hiding
J Sun, X Liao, X Chen, S Guo
International Journal of Bifurcation and Chaos 27 (05), 1750073, 2017
222017
Temporal watermarks for deep reinforcement learning models
K Chen, S Guo, T Zhang, S Li, Y Liu
Proceedings of the 20th International Conference on Autonomous Agents and …, 2021
202021
An efficient preprocessing-based approach to mitigate advanced adversarial attacks
H Qiu, Y Zeng, Q Zheng, S Guo, T Zhang, H Li
IEEE Transactions on Computers 73 (3), 645-655, 2021
192021
Esb-fl: Efficient and secure blockchain-based federated learning with fair payment
B Chen, H Zeng, T Xiang, S Guo, T Zhang, Y Liu
IEEE Transactions on Big Data, 2022
172022
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