Understanding Privacy Risks in Code Models Through Training Dynamics: A Causal Approach
Authors: Hua Yang, Alejandro Velasco, Sen Fang, Bowen Xu, Denys Poshyvanyk | Published: 2025-12-08
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Privacy Practices of Browser Agents
Authors: Alisha Ukani, Hamed Haddadi, Ali Shahin Shamsabadi, Peter Snyder | Published: 2025-12-08
Amulet: Fast TEE-Shielded Inference for On-Device Model Protection
Authors: Zikai Mao, Lingchen Zhao, Lei Xu, Wentao Dong, Shenyi Zhang, Cong Wang, Qian Wang | Published: 2025-12-08
ThinkTrap: Denial-of-Service Attacks against Black-box LLM Services via Infinite Thinking
Authors: Yunzhe Li, Jianan Wang, Hongzi Zhu, James Lin, Shan Chang, Minyi Guo | Published: 2025-12-08
SoK: a Comprehensive Causality Analysis Framework for Large Language Model Security
Authors: Wei Zhao, Zhe Li, Jun Sun | Published: 2025-12-04
ASTRIDE: A Security Threat Modeling Platform for Agentic-AI Applications
Authors: Eranga Bandara, Amin Hass, Ross Gore, Sachin Shetty, Ravi Mukkamala, Safdar H. Bouk, Xueping Liang, Ng Wee Keong, Kasun De Zoysa, Aruna Withanage, Nilaan Loganathan | Published: 2025-12-04
Exploiting \texttt{ftrace}’s \texttt{function\_graph} Tracer Features for Machine Learning: A Case Study on Encryption Detection
Authors: Kenan Begovic, Abdulaziz Al-Ali, Qutaibah Malluhi | Published: 2025-12-04
A Light-Weight Large Language Model File Format for Highly-Secure Model Distribution
Authors: Huifeng Zhu, Shijie Li, Qinfeng Li, Yier Jin | Published: 2025-12-04
In-Context Representation Hijacking
Authors: Itay Yona, Amir Sarid, Michael Karasik, Yossi Gandelsman | Published: 2025-12-03
Context-Aware Hierarchical Learning: A Two-Step Paradigm towards Safer LLMs
Authors: Tengyun Ma, Jiaqi Yao, Daojing He, Shihao Peng, Yu Li, Shaohui Liu, Zhuotao Tian | Published: 2025-12-03