Shiqing Ma

Google Scholar
31 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
Repurposing Neural Networks for Efficient Cryptographic Computation.
Xin Jin Shiqing Ma Zhiqiang Lin
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/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
KENKU: Towards Efficient and Stealthy Black-box Adversarial Attacks against ASR Systems.
Xinghui Wu Shiqing Ma Chao Shen Chenhao Lin Qian Wang Qi Li Yuan Rao
2023
conf/uss
AIRTAG: Towards Automated Attack Investigation by Unsupervised Learning with Log Texts.
Hailun Ding Juan Zhai Yuhong Nan Shiqing Ma
2023
conf/uss
The Case for Learned Provenance Graph Storage Systems.
Hailun Ding Juan Zhai Dong Deng Shiqing Ma
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
2023
conf/dsn
Get Your Cyber-Physical Tests Done! Data-Driven Vulnerability Assessment of Robotic Aerial Vehicles.
Aolin Ding Matthew Chan Amin Hass Nils Ole Tippenhauer Shiqing Ma Saman A. Zonouz
2022
journals/tifs
TnT Attacks! Universal Naturalistic Adversarial Patches Against Deep Neural Network Systems.
Bao Gia Doan Minhui Xue Shiqing Ma Ehsan Abbasnejad Damith C. Ranasinghe
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/eurosp
Dynamic Backdoor Attacks Against Machine Learning Models.
Ahmed Salem Rui Wen Michael Backes Shiqing Ma Yang Zhang
2021
conf/uss
ELISE: A Storage Efficient Logging System Powered by Redundancy Reduction and Representation Learning.
Hailun Ding Shenao Yan Juan Zhai Shiqing Ma
2021
conf/uss
ATLAS: A Sequence-based Learning Approach for Attack Investigation.
Abdulellah Alsaheel Yuhong Nan Shiqing Ma Le Yu Gregory Walkup Z. Berkay Celik Xiangyu Zhang Dongyan Xu
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
2021
conf/acsac
BadNL: Backdoor Attacks against NLP Models with Semantic-preserving Improvements.
Xiaoyi Chen Ahmed Salem Dingfan Chen Michael Backes Shiqing Ma Qingni Shen Zhonghai Wu Yang Zhang
2020
conf/ndss
UIScope: Accurate, Instrumentation-free, and Visible Attack Investigation for GUI Applications.
Runqing Yang Shiqing Ma Haitao Xu Xiangyu Zhang Yan Chen
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/sp
ProFuzzer: On-the-fly Input Type Probing for Better Zero-Day Vulnerability Discovery.
Wei You Xueqiang Wang Shiqing Ma Jianjun Huang Xiangyu Zhang XiaoFeng Wang Bin Liang
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/ndss
MCI : Modeling-based Causality Inference in Audit Logging for Attack Investigation.
Yonghwi Kwon Fei Wang Weihang Wang Kyu Hyung Lee Wen-Chuan Lee Shiqing Ma Xiangyu Zhang Dongyan Xu Somesh Jha Gabriela F. Ciocarlie Ashish Gehani Vinod Yegneswaran
2018
conf/ndss
Trojaning Attack on Neural Networks.
Yingqi Liu Shiqing Ma Yousra Aafer Wen-Chuan Lee Juan Zhai Weihang Wang Xiangyu Zhang
2018
conf/acsac
Lprov: Practical Library-aware Provenance Tracing.
Fei Wang Yonghwi Kwon Shiqing Ma Xiangyu Zhang Dongyan Xu
2017
conf/uss
MPI: Multiple Perspective Attack Investigation with Semantic Aware Execution Partitioning.
Shiqing Ma Juan Zhai Fei Wang Kyu Hyung Lee Xiangyu Zhang Dongyan Xu
2016
conf/ndss
ProTracer: Towards Practical Provenance Tracing by Alternating Between Logging and Tainting.
Shiqing Ma Xiangyu Zhang Dongyan Xu
2016
conf/acsac
HERCULE: attack story reconstruction via community discovery on correlated log graph.
Kexin Pei Zhongshu Gu Brendan Saltaformaggio Shiqing Ma Fei Wang Zhiwei Zhang Luo Si Xiangyu Zhang Dongyan Xu
2015
conf/acsac
Accurate, Low Cost and Instrumentation-Free Security Audit Logging for Windows.
Shiqing Ma Kyu Hyung Lee Chung Hwan Kim Junghwan Rhee Xiangyu Zhang Dongyan Xu

Coauthors

Abdulellah Alsaheel (1)
Ahmed Salem (2)
Amin Hass (1)
Anuran Makur (1)
Aolin Ding (1)
Ashish Gehani (2)
Bao Gia Doan (1)
Bin Liang (1)
Brendan Saltaformaggio (1)
Chao Shen (1)
Chenhao Lin (1)
Chung Hwan Kim (1)
Damith C. Ranasinghe (1)
Di Tang (1)
Dingfan Chen (1)
Dong Deng (1)
Dongyan Xu (8)
Ehsan Abbasnejad (1)
Fei Wang (3)
Fei Wang (1)
Gabriela F. Ciocarlie (2)
Gregory Walkup (1)
Guangyu Shen (8)
Guanhong Tao (12)
Hailun Ding (3)
Haitao Xu (1)
Haixu Tang (1)
Han Wei Lin (1)
Hanxi Guo (1)
Ian Kelk (1)
Jianjun Huang (1)
Juan Zhai (5)
Junghwan Rhee (1)
Kaiyuan Zhang (5)
Kexin Pei (1)
Kyu Hyung Lee (3)
Le Yu (2)
Lu Yan (1)
Luo Si (1)
Matthew Chan (1)
Michael Backes (2)
Minhui Xue (1)
Nils Ole Tippenhauer (1)
Qi Li (1)
Qian Wang (1)
Qingni Shen (1)
Qiuling Xu (2)
Rui Wen (1)
Rui Zhu (1)
Runqing Yang (1)
Saman A. Zonouz (1)
Shenao Yan (1)
Shengwei An (7)
Shiqing Ma (31)
Shiwei Feng (2)
Siyuan Cheng (6)
Siyuan Tang (1)
Somesh Jha (1)
Vincent E. Urias (1)
Vinod Yegneswaran (2)
Wei You (1)
Weihang Wang (2)
Wen-Chuan Lee (4)
Xiangyu Zhang (21)
Xiangzhe Xu (2)
XiaoFeng Wang (2)
Xiaolong Jin (1)
Xiaoyi Chen (1)
Xin Jin (1)
Xinghui Wu (1)
Xueqiang Wang (1)
Yan Chen (1)
Yang Zhang (2)
Yingqi Li (1)
Yingqi Liu (7)
Yonghwi Kwon (2)
Yousra Aafer (2)
Yuan Rao (1)
Yuan Yao (1)
Yuhong Nan (2)
Yunshu Mao (1)
Z. Berkay Celik (1)
Zhenting Wang (2)
Zhiqiang Lin (1)
Zhiwei Zhang (1)
Zhonghai Wu (1)
Zhongshu Gu (1)
Zhuo Zhang (4)
Zihao Wang (1)
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