Characterizing the Sensitivity to Individual Bit Flips in Client-Side Operations of the CKKS Scheme
Authors: Matias Mazzanti, Augusto Vega, Esteban Mocskos | Published: 2025-07-28
Watermark Evaluation
On Reconstructing Training Data From Bayesian Posteriors and Trained Models
Authors: George Wynne | Published: 2025-07-24
Early Signs of Steganographic Capabilities in Frontier LLMs
Authors: Artur Zolkowski, Kei Nishimura-Gasparian, Robert McCarthy, Roland S. Zimmermann, David Lindner | Published: 2025-07-03
Privacy Leaks by Adversaries: Adversarial Iterations for Membership Inference Attack
Authors: Jing Xue, Zhishen Sun, Haishan Ye, Luo Luo, Xiangyu Chang, Ivor Tsang, Guang Dai | Published: 2025-06-03
CyberGym: Evaluating AI Agents’ Cybersecurity Capabilities with Real-World Vulnerabilities at Scale
Authors: Zhun Wang, Tianneng Shi, Jingxuan He, Matthew Cai, Jialin Zhang, Dawn Song | Published: 2025-06-03
UniNet: A Unified Multi-granular Traffic Modeling Framework for Network Security
Authors: Binghui Wu, Dinil Mon Divakaran, Mohan Gurusamy | Published: 2025-03-06 | Updated: 2025-07-03
Protecting Users From Themselves: Safeguarding Contextual Privacy in Interactions with Conversational Agents
Authors: Ivoline Ngong, Swanand Kadhe, Hao Wang, Keerthiram Murugesan, Justin D. Weisz, Amit Dhurandhar, Karthikeyan Natesan Ramamurthy | Published: 2025-02-22 | Updated: 2025-07-28
RAG-WM: An Efficient Black-Box Watermarking Approach for Retrieval-Augmented Generation of Large Language Models
Authors: Peizhuo Lv, Mengjie Sun, Hao Wang, Xiaofeng Wang, Shengzhi Zhang, Yuxuan Chen, Kai Chen, Limin Sun | Published: 2025-01-09
RTLMarker: Protecting LLM-Generated RTL Copyright via a Hardware Watermarking Framework
Authors: Kun Wang, Kaiyan Chang, Mengdi Wang, Xinqi Zou, Haobo Xu, Yinhe Han, Ying Wang | Published: 2025-01-05
A Statistical Hypothesis Testing Framework for Data Misappropriation Detection in Large Language Models
Authors: Yinpeng Cai, Lexin Li, Linjun Zhang | Published: 2025-01-05