Guanhong Tao

Google Scholar
22 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/sp
Alleviating the Fear of Losing Alignment in LLM Fine-tuning.
Kang Yang Guanhong Tao Xun Chen Jun Xu
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/ndss
Gradient Shaping: Enhancing Backdoor Attack Against Reverse Engineering.
Rui Zhu Di Tang Siyuan Tang Zihao Wang Guanhong Tao Shiqing Ma XiaoFeng Wang Haixu Tang
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
2021
conf/sp
OSPREY: Recovery of Variable and Data Structure via Probabilistic Analysis for Stripped Binary.
Zhuo Zhang Yapeng Ye Wei You Guanhong Tao Wen-Chuan Lee Yonghwi Kwon Yousra Aafer Xiangyu Zhang
2021
conf/sp
StochFuzz: Sound and Cost-effective Fuzzing of Stripped Binaries by Incremental and Stochastic Rewriting.
Zhuo Zhang Wei You Guanhong Tao Yousra Aafer Xuwei Liu Xiangyu Zhang
2021
conf/ndss
ALchemist: Fusing Application and Audit Logs for Precise Attack Provenance without Instrumentation.
Le Yu Shiqing Ma Zhuo Zhang Guanhong Tao Xiangyu Zhang Dongyan Xu Vincent E. Urias Han Wei Lin Gabriela F. Ciocarlie Vinod Yegneswaran Ashish Gehani
2019
conf/ccs
ABS: Scanning Neural Networks for Back-doors by Artificial Brain Stimulation.
Yingqi Liu Wen-Chuan Lee Guanhong Tao Shiqing Ma Yousra Aafer Xiangyu Zhang
2019
conf/ndss
NIC: Detecting Adversarial Samples with Neural Network Invariant Checking.
Shiqing Ma Yingqi Liu Guanhong Tao Wen-Chuan Lee Xiangyu Zhang
2018
conf/ccs
Precise Android API Protection Mapping Derivation and Reasoning.
Yousra Aafer Guanhong Tao Jianjun Huang Xiangyu Zhang Ninghui Li

Coauthors

Anuran Makur (1)
Ashish Gehani (1)
Di Tang (1)
Dongyan Xu (1)
Gabriela F. Ciocarlie (1)
Guangyu Shen (14)
Guanhong Tao (22)
Haixu Tang (1)
Han Wei Lin (1)
Hanxi Guo (1)
Ian Kelk (1)
Jianjun Huang (1)
Jingwei Xu (1)
Jun Xu (1)
Kaiyuan Zhang (6)
Kang Yang (1)
Le Yu (1)
Lu Yan (2)
Ninghui Li (1)
Qiuling Xu (6)
Rui Zhu (1)
Shengwei An (12)
Shiqing Ma (12)
Shiwei Feng (2)
Siyuan Cheng (9)
Siyuan Tang (1)
Vincent E. Urias (1)
Vinod Yegneswaran (1)
Wei You (2)
Wen-Chuan Lee (3)
Xiangyu Zhang (20)
Xiangzhe Xu (2)
XiaoFeng Wang (1)
Xiaolong Jin (1)
Xun Chen (1)
Xuwei Liu (1)
Yaoxuan Wu (1)
Yapeng Ye (2)
Yingqi Li (1)
Yingqi Liu (9)
Yonghwi Kwon (1)
Yousra Aafer (4)
Yuan Yao (2)
Yunshu Mao (1)
Zhenting Wang (2)
Zhuo Zhang (9)
Zihao Wang (1)
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