How Much Do $\ell_1$ Attacks Need Concentrated Perturbations?
Authors: Melika Shirian, Kianoosh Vadaei, Arshia Hemmat | Published: 2026-10-20
Literature Database
RSI Control: Can AI Models Perform Covert Sabotage in the Self-Improvement Process?
Authors: Kaiwen Zhou, Udari Madhushani Sehwag | Published: 2026-10-20
HydraPoT: A Configurable Multi-Agent Framework for Cost-Aware LLM-Assisted Honeypots
Authors: Kamolchanok Saengtong, Chutirat Saengyingyongwattana, Sasin Janpuangtong, Norrathep Rattanavipanon | Published: 2026-10-20
CyberHull: Deterministic Malicious URL Isolation via Convex Hull
Authors: Avijit Gayen, Aniket Ghosal, Durba Chakraborty, Sayan Mondal, Md Abdul Aziz Al Aman, Angshuman Jana | Published: 2026-10-20
A Unified Attack Framework against Statistical Generative Watermarks for Large Language Models
Authors: Romina Omidi, Nima Naderloui, Yuan Hong, Binghui Wang | Published: 2026-10-20
ABench: Adversarily Benchmarking Large Language Models across Taxonomized Values
Authors: Liping Yang, Yongqi Leng, Jingting Zheng, Yuqi Ren, Shaolin Zhu, Deyi Xiong | Published: 2026-10-20
The Show-Up Attack: When Subagents Win Over Their Supervisor
Authors: Maosen Zhang, Jianshuo Dong, Yutong Zhang, Jie Zhang, Tianwei Zhang, Han Qiu | Published: 2026-10-20
Can Native Safety Travel? Reusing Safety Pretraining Across Models via On-Policy Distillation
Authors: Bingqi Shang, Yang Zhang, Yiwei Chen, Changsheng Wang, Shiyu Chang, Bingquan Shen, Sijia Liu | Published: 2026-10-20
Adversarial Benchmarks and BenchDoor Attacks: Exploiting Benchmark Incentives for Backdoor Attacks
Authors: Yixin Wu, Rachel Hong, Jamie Morgenstern, Tadayoshi Kohno | Published: 2026-10-20
Orthogonal Boundary Unlearning for Dual-Use Concepts in Large Language Models
Authors: Niccolò Ronchetti | Published: 2026-10-20