Xiangyu Qi

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 26

Top Topics

Countermeasures

Top Venues

USENIX Security Symposium

Publications

Ashwinee Panda, Berivan Isik, Xiangyu Qi, Sanmi Koyejo, Tsachy Weissman, Prateek Mittal
Lottery Ticket Adaptation: Mitigating Destructive Interference in LLMs. CoRR (2024)
Xiangyu Qi, Yangsibo Huang, Yi Zeng, Edoardo Debenedetti, Jonas Geiping, Luxi He, Kaixuan Huang, Udari Madhushani, Vikash Sehwag, Weijia Shi, Boyi Wei, Tinghao Xie, Danqi Chen, Pin-Yu Chen, Jeffrey Ding, Ruoxi Jia, Jiaqi Ma, Arvind Narayanan, Weijie J. Su, Mengdi Wang, Chaowei Xiao, Bo Li, Dawn Song, Peter Henderson, Prateek Mittal
AI Risk Management Should Incorporate Both Safety and Security. CoRR (2024)
Weihong Ma, Yi Sun, Xiangyu Qi, Xianglong Xue, Kaixuan Chang, Zhankang Xu, Mingyu Li, Rong Wang, Rui Meng, Qifeng Li
Computer-Vision-Based Sensing Technologies for Livestock Body Dimension Measurement: A Survey. Sensors 24 (5) (2024)
Xiangyu Qi, Yi Zeng, Tinghao Xie, Pin-Yu Chen, Ruoxi Jia, Prateek Mittal, Peter Henderson
Fine-tuning Aligned Language Models Compromises Safety, Even When Users Do Not Intend To! ICLR (2024)
Xiangyu Qi, Ashwinee Panda, Kaifeng Lyu, Xiao Ma, Subhrajit Roy, Ahmad Beirami, Prateek Mittal, Peter Henderson
Safety Alignment Should Be Made More Than Just a Few Tokens Deep. CoRR (2024)
Chen Xiong, Xiangyu Qi, Pin-Yu Chen, Tsung-Yi Ho
Defensive Prompt Patch: A Robust and Interpretable Defense of LLMs against Jailbreak Attacks. CoRR (2024)
Tinghao Xie, Xiangyu Qi, Yi Zeng, Yangsibo Huang, Udari Madhushani Sehwag, Kaixuan Huang, Luxi He, Boyi Wei, Dacheng Li, Ying Sheng, Ruoxi Jia, Bo Li, Kai Li, Danqi Chen, Peter Henderson, Prateek Mittal
SORRY-Bench: Systematically Evaluating Large Language Model Safety Refusal Behaviors. CoRR (2024)
Xiangyu Qi, Kaixuan Huang, Ashwinee Panda, Peter Henderson, Mengdi Wang, Prateek Mittal
Visual Adversarial Examples Jailbreak Aligned Large Language Models. AAAI (2024)
Tinghao Xie, Xiangyu Qi, Ping He, Yiming Li, Jiachen T. Wang, Prateek Mittal
BaDExpert: Extracting Backdoor Functionality for Accurate Backdoor Input Detection. ICLR (2024)
Boyi Wei, Kaixuan Huang, Yangsibo Huang, Tinghao Xie, Xiangyu Qi, Mengzhou Xia, Prateek Mittal, Mengdi Wang, Peter Henderson
Assessing the Brittleness of Safety Alignment via Pruning and Low-Rank Modifications. CoRR (2024)
Jiongxiao Wang, Jiazhao Li, Yiquan Li, Xiangyu Qi, Junjie Hu, Yixuan Li, Patrick McDaniel, Muhao Chen, Bo Li, Chaowei Xiao
Mitigating Fine-tuning Jailbreak Attack with Backdoor Enhanced Alignment. CoRR (2024)
Xiangyu Qi, Tinghao Xie, Yiming Li, Saeed Mahloujifar, Prateek Mittal
Revisiting the Assumption of Latent Separability for Backdoor Defenses. ICLR (2023)
Tong Wu, Feiran Jia, Xiangyu Qi, Jiachen T. Wang, Vikash Sehwag, Saeed Mahloujifar, Prateek Mittal
Uncovering Adversarial Risks of Test-Time Adaptation. CoRR (2023)
Xiangyu Qi, Kaixuan Huang, Ashwinee Panda, Mengdi Wang, Prateek Mittal
Visual Adversarial Examples Jailbreak Large Language Models. CoRR (2023)
Tong Wu, Feiran Jia, Xiangyu Qi, Jiachen T. Wang, Vikash Sehwag, Saeed Mahloujifar, Prateek Mittal
Uncovering Adversarial Risks of Test-Time Adaptation. ICML (2023)
Xiangyu Qi, Tinghao Xie, Jiachen T. Wang, Tong Wu, Saeed Mahloujifar, Prateek Mittal
Towards A Proactive ML Approach for Detecting Backdoor Poison Samples. USENIX Security Symposium (2023)
Tinghao Xie, Xiangyu Qi, Ping He, Yiming Li, Jiachen T. Wang, Prateek Mittal
BaDExpert: Extracting Backdoor Functionality for Accurate Backdoor Input Detection. CoRR (2023)
Xiangyu Qi, Yi Zeng, Tinghao Xie, Pin-Yu Chen, Ruoxi Jia, Prateek Mittal, Peter Henderson
Fine-tuning Aligned Language Models Compromises Safety, Even When Users Do Not Intend To! CoRR (2023)
Xiangyu Qi, Tinghao Xie, Saeed Mahloujifar, Prateek Mittal
Fight Poison with Poison: Detecting Backdoor Poison Samples via Decoupling Benign Correlations. CoRR (2022)
Xiangyu Qi, Tinghao Xie, Saeed Mahloujifar, Prateek Mittal
Circumventing Backdoor Defenses That Are Based on Latent Separability. CoRR (2022)
Xiangyu Qi, Tinghao Xie, Ruizhe Pan, Jifeng Zhu, Yong Yang, Kai Bu
Towards Practical Deployment-Stage Backdoor Attack on Deep Neural Networks. CVPR (2022)
Nezihe Merve Gürel, Xiangyu Qi, Luka Rimanic, Ce Zhang, Bo Li
Knowledge Enhanced Machine Learning Pipeline against Diverse Adversarial Attacks. CoRR (2021)
Xiangyu Qi, Jifeng Zhu, Chulin Xie, Yong Yang
Subnet Replacement: Deployment-stage backdoor attack against deep neural networks in gray-box setting. CoRR (2021)
Xiangyu Qi, Tinghao Xie, Ruizhe Pan, Jifeng Zhu, Yong Yang, Kai Bu
Towards Practical Deployment-Stage Backdoor Attack on Deep Neural Networks. CoRR (2021)
Nezihe Merve Gürel, Xiangyu Qi, Luka Rimanic, Ce Zhang, Bo Li
Knowledge Enhanced Machine Learning Pipeline against Diverse Adversarial Attacks. ICML (2021)
Linyi Li, Xiangyu Qi, Tao Xie, Bo Li
SoK: Certified Robustness for Deep Neural Networks. CoRR (2020)