Cai, Zikui

13 publications

ICLRW 2025 AegisLLM: Scaling Agentic Systems for Self-Reflective Defense in LLM Security Zikui Cai, Shayan Shabihi, Bang An, Zora Che, Brian R. Bartoldson, Bhavya Kailkhura, Tom Goldstein, Furong Huang

TMLR 2025 Model Tampering Attacks Enable More Rigorous Evaluations of LLM Capabilities Zora Che, Stephen Casper, Robert Kirk, Anirudh Satheesh, Stewart Slocum, Lev E McKinney, Rohit Gandikota, Aidan Ewart, Domenic Rosati, Zichu Wu, Zikui Cai, Bilal Chughtai, Yarin Gal, Furong Huang, Dylan Hadfield-Menell

ICML 2025 Targeted Unlearning with Single Layer Unlearning Gradient Zikui Cai, Yaoteng Tan, M. Salman Asif

ICCV 2025 Zero-Shot Vision Encoder Grafting via LLM Surrogates Kaiyu Yue, Vasu Singla, Menglin Jia, John Kirchenbauer, Rifaa Qadri, Zikui Cai, Abhinav Bhatele, Furong Huang, Tom Goldstein

AAAI 2024 Disguise Without Disruption: Utility-Preserving Face De-Identification Zikui Cai, Zhongpai Gao, Benjamin Planche, Meng Zheng, Terrence Chen, M. Salman Asif, Ziyan Wu

NeurIPSW 2024 Model Manipulation Attacks Enable More Rigorous Evaluations of LLM Capabilities Zora Che, Stephen Casper, Anirudh Satheesh, Rohit Gandikota, Domenic Rosati, Stewart Slocum, Lev E McKinney, Zichu Wu, Zikui Cai, Bilal Chughtai, Daniel Filan, Furong Huang, Dylan Hadfield-Menell

NeurIPSW 2024 Targeted Unlearning with Single Layer Unlearning Gradient Zikui Cai, Yaoteng Tan, M. Salman Asif

CVPR 2023 Ensemble-Based Blackbox Attacks on Dense Prediction Zikui Cai, Yaoteng Tan, M. Salman Asif

NeurIPS 2022 Blackbox Attacks via Surrogate Ensemble Search Zikui Cai, Chengyu Song, Srikanth Krishnamurthy, Amit Roy-Chowdhury, Salman Asif

AAAI 2022 Context-Aware Transfer Attacks for Object Detection Zikui Cai, Xinxin Xie, Shasha Li, Mingjun Yin, Chengyu Song, Srikanth V. Krishnamurthy, Amit K. Roy-Chowdhury, M. Salman Asif

CVPR 2022 Zero-Query Transfer Attacks on Context-Aware Object Detectors Zikui Cai, Shantanu Rane, Alejandro E. Brito, Chengyu Song, Srikanth V. Krishnamurthy, Amit K. Roy-Chowdhury, M. Salman Asif

ICCV 2021 Exploiting Multi-Object Relationships for Detecting Adversarial Attacks in Complex Scenes Mingjun Yin, Shasha Li, Zikui Cai, Chengyu Song, M. Salman Asif, Amit K. Roy-Chowdhury, Srikanth V. Krishnamurthy

ECCV 2020 Solving Phase Retrieval with a Learned Reference Rakib Hyder, Zikui Cai, M. Salman Asif