European Conference on Computer Vision (ECCV) GEO-Detective: Unveiling Location Privacy Risks in Images with LLM Agents
European Association for Computational Linguistics (EACL) Defeating Cerberus: Privacy-Leakage Mitigation in Vision Language Models
Conference on Empirical Methods in Natural Language Processing (EMNLP) Breaking Agents: Compromising Autonomous LLM Agents Through Malfunction Amplification
Conference on Empirical Methods in Natural Language Processing (EMNLP) The Death and Life of Great Prompts: Analyzing the Evolution of LLM Prompts from the Structural Perspective
Usenix Security Symposium (USENIX-Security) SecurityNet: Assessing Machine Learning Vulnerabilities on Public Models
Usenix Security Symposium (USENIX-Security) A Plot is Worth a Thousand Words: Model Information Stealing Attacks via Scientific Plots