Depth Gives a False Sense of Privacy: LLM Internal States Inversion
Authors: Tian Dong, Yan Meng, Shaofeng Li, Guoxing Chen, Zhen Liu, Haojin Zhu | Published: 2025-07-22
プロンプトリーキング
Talking Like a Phisher: LLM-Based Attacks on Voice Phishing Classifiers
Authors: Wenhao Li, Selvakumar Manickam, Yung-wey Chong, Shankar Karuppayah | Published: 2025-07-22
Distilled Large Language Model in Confidential Computing Environment for System-on-Chip Design
Authors: Dong Ben, Hui Feng, Qian Wang | Published: 2025-07-22
PhishIntentionLLM: Uncovering Phishing Website Intentions through Multi-Agent Retrieval-Augmented Generation
Authors: Wenhao Li, Selvakumar Manickam, Yung-wey Chong, Shankar Karuppayah | Published: 2025-07-21
MAD-Spear: A Conformity-Driven Prompt Injection Attack on Multi-Agent Debate Systems
Authors: Yu Cui, Hongyang Du | Published: 2025-07-17
Defending Against Prompt Injection With a Few DefensiveTokens
Authors: Sizhe Chen, Yizhu Wang, Nicholas Carlini, Chawin Sitawarin, David Wagner | Published: 2025-07-10
PenTest2.0: Towards Autonomous Privilege Escalation Using GenAI
Authors: Haitham S. Al-Sinani, Chris J. Mitchell | Published: 2025-07-09
The Landscape of Memorization in LLMs: Mechanisms, Measurement, and Mitigation
Authors: Alexander Xiong, Xuandong Zhao, Aneesh Pappu, Dawn Song | Published: 2025-07-08
Smart-LLaMA-DPO: Reinforced Large Language Model for Explainable Smart Contract Vulnerability Detection
Authors: Lei Yu, Zhirong Huang, Hang Yuan, Shiqi Cheng, Li Yang, Fengjun Zhang, Chenjie Shen, Jiajia Ma, Jingyuan Zhang, Junyi Lu, Chun Zuo | Published: 2025-06-23
Watermarking LLM-Generated Datasets in Downstream Tasks
Authors: Yugeng Liu, Tianshuo Cong, Michael Backes, Zheng Li, Yang Zhang | Published: 2025-06-16