Guangyu Shen

Google Scholar
15 publications in security and cryptology related venues
Year
Venue
Title
2025
conf/sp
BAIT: Large Language Model Backdoor Scanning by Inverting Attack Target.
Guangyu Shen Siyuan Cheng Zhuo Zhang Guanhong Tao Kaiyuan Zhang Hanxi Guo Lu Yan Xiaolong Jin Shengwei An Shiqing Ma Xiangyu Zhang
2025
conf/ndss
CENSOR: Defense Against Gradient Inversion via Orthogonal Subspace Bayesian Sampling.
Kaiyuan Zhang Siyuan Cheng Guangyu Shen Bruno Ribeiro Shengwei An Pin-Yu Chen Xiangyu Zhang Ninghui Li
2024
conf/uss
Rethinking the Invisible Protection against Unauthorized Image Usage in Stable Diffusion.
Shengwei An Lu Yan Siyuan Cheng Guangyu Shen Kaiyuan Zhang Qiuling Xu Guanhong Tao Xiangyu Zhang
2024
conf/sp
Distribution Preserving Backdoor Attack in Self-supervised Learning.
Guanhong Tao Zhenting Wang Shiwei Feng Guangyu Shen Shiqing Ma Xiangyu Zhang
2024
conf/sp
Exploring the Orthogonality and Linearity of Backdoor Attacks.
Kaiyuan Zhang Siyuan Cheng Guangyu Shen Guanhong Tao Shengwei An Anuran Makur Shiqing Ma Xiangyu Zhang
2024
conf/sp
OdScan: Backdoor Scanning for Object Detection Models.
Siyuan Cheng Guangyu Shen Guanhong Tao Kaiyuan Zhang Zhuo Zhang Shengwei An Xiangzhe Xu Yingqi Li Shiqing Ma Xiangyu Zhang
2024
conf/sp
On Large Language Models' Resilience to Coercive Interrogation.
Zhuo Zhang Guangyu Shen Guanhong Tao Siyuan Cheng Xiangyu Zhang
2024
conf/acsac
Exploring Inherent Backdoors in Deep Learning Models.
Guanhong Tao Siyuan Cheng Zhenting Wang Shiqing Ma Shengwei An Yingqi Liu Guangyu Shen Zhuo Zhang Yunshu Mao Xiangyu Zhang
2023
conf/uss
Hard-label Black-box Universal Adversarial Patch Attack.
Guanhong Tao Shengwei An Siyuan Cheng Guangyu Shen Xiangyu Zhang
2023
conf/uss
PELICAN: Exploiting Backdoors of Naturally Trained Deep Learning Models In Binary Code Analysis.
Zhuo Zhang Guanhong Tao Guangyu Shen Shengwei An Qiuling Xu Yingqi Liu Yapeng Ye Yaoxuan Wu Xiangyu Zhang
2023
conf/sp
ImU: Physical Impersonating Attack for Face Recognition System with Natural Style Changes.
Shengwei An Yuan Yao Qiuling Xu Shiqing Ma Guanhong Tao Siyuan Cheng Kaiyuan Zhang Yingqi Liu Guangyu Shen Ian Kelk Xiangyu Zhang
2023
conf/ndss
BEAGLE: Forensics of Deep Learning Backdoor Attack for Better Defense.
Siyuan Cheng Guanhong Tao Yingqi Liu Shengwei An Xiangzhe Xu Shiwei Feng Guangyu Shen Kaiyuan Zhang Qiuling Xu Shiqing Ma Xiangyu Zhang
2022
conf/sp
Piccolo: Exposing Complex Backdoors in NLP Transformer Models.
Yingqi Liu Guangyu Shen Guanhong Tao Shengwei An Shiqing Ma Xiangyu Zhang
2022
conf/sp
Model Orthogonalization: Class Distance Hardening in Neural Networks for Better Security.
Guanhong Tao Yingqi Liu Guangyu Shen Qiuling Xu Shengwei An Zhuo Zhang Xiangyu Zhang
2022
conf/ndss
MIRROR: Model Inversion for Deep LearningNetwork with High Fidelity.
Guanhong Tao Qiuling Xu Yingqi Liu Guangyu Shen Shengwei An Jingwei Xu Xiangyu Zhang Yuan Yao

Coauthors

Anuran Makur (1)
Bruno Ribeiro (1)
Guangyu Shen (15)
Guanhong Tao (14)
Hanxi Guo (1)
Ian Kelk (1)
Jingwei Xu (1)
Kaiyuan Zhang (7)
Lu Yan (2)
Ninghui Li (1)
Pin-Yu Chen (1)
Qiuling Xu (6)
Shengwei An (13)
Shiqing Ma (8)
Shiwei Feng (2)
Siyuan Cheng (10)
Xiangyu Zhang (15)
Xiangzhe Xu (2)
Xiaolong Jin (1)
Yaoxuan Wu (1)
Yapeng Ye (1)
Yingqi Li (1)
Yingqi Liu (7)
Yuan Yao (2)
Yunshu Mao (1)
Zhenting Wang (2)
Zhuo Zhang (6)
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