TOUR: A Trajectory-Level Unlearning Benchmark for Offline Reinforcement Learning
Authors: Chaofan Pan, Lingfei Ren, Xiangyu Jiang, Yanhua Li, Xuemei Cao, Xiangkun Wang, Hao Yu, Wei Wei, Xin Yang | Published: 2026-07-23
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GuardianAgentBench: Where Agents Fail and How to Guard Them
Authors: Vishal Ishwar Naik, Chenyu Xu, Donna Dong, Hussein Hassan, Abhishek Pradhan, Ofer Mendelevitch, Tallat Shafat, Humayun Irshad | Published: 2026-07-23
Is Deep Research Reliable? Misleading Knowledge Induces False Conclusions
Authors: Pengyu Zhu, Lijun Li, Longju Yang, Sen Su | Published: 2026-07-23
Beyond Heavy Log Curation: Perplexity-Based APT Detection via Unsupervised, Context-Augmented Language Models
Authors: Shoya Otsu, Kei Suzuki, Toshiaki Koike-Akino, Jing Liu, Ye Wang | Published: 2026-07-23
Generative AI floods and dilutes the market for books
Authors: Tuhin Chakrabarty, Xinyue Liu, Jane C. Ginsburg, Paramveer Dhillon | Published: 2026-07-22
The Ethics of Autonomous AI Agents for Offensive Security
Authors: Andreas Happe, Jürgen Cito, Jasmin Wachter | Published: 2026-07-22
Small, Free, and Effective: Orchestrating Open-Weight Small Language Models to Outperform Single LLM for Malware Analysis
Authors: Adel ElZemity, Shujun Li, Budi Arief | Published: 2026-07-22
HijackKV: New Threat in Position-Independent KV Cache Reuse
Authors: Yichi Zhang, Zhiqi Wang, Huan Zhang, Yuchen Yang | Published: 2026-07-22
Defense Against LLM Backdoors using Critical Neuron Isolation Pruning
Authors: Yuxi Li, Zhibo Zhang, Kailong Wang, Xingshuo Han, Ling Shi, Haoyu Wang | Published: 2026-07-22
Know Your Agent: Reconnaissance-Driven Pentesting of AI Agents
Authors: Or Zion Eliav, Eyal Lenga, Shir Bernstien, Yisroel Mirsky | Published: 2026-07-22