TokenCast: Forecasting Token Consumption During LLM Agent Execution
Authors: Chaoqian Ouyang, Ling Yue, Libin Zheng, Huanghui Guo, Shengxiang Xu, YiShu Wang, Ran Li, Jian Yin, Shaowu Pan, Shimin Di | Published: 2026-09-28
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Distillation Defenses Easily Break After Reinforcement Learning
Authors: Shidan Javaheri, Alexander Panfilov, Oliver Britton, Yarin Gal, Yonatan Gideoni | Published: 2026-09-28
Share-Borne AI Virus: Memory-Hopping Attacks Across LLM Agents
Authors: Sidharth Pulipaka, Ansh Sharma, Stanislau Hlebik, Leonidas Raghav, Vyas Raina, Ivaxi Sheth, Mario Fritz | Published: 2026-09-28
Let the Neurons Die: Exploiting ReLU-Induced Model Degradation
Authors: Kexin Li, Wenjun Qiu, Joshua Abraham, Aditi Maheshwari, David Lie | Published: 2026-09-28
LLM-Assisted Automatic Security Proofs for Cryptographic Protocols: How Far Are We?
Authors: Tianjian Liu, Shicheng Feng, Jin'ao Shang, Xiaoting Lyu, Bin Wang, Zonghua Zhang, Lei Xue, Wei Wang | Published: 2026-09-28
“Nothing to See Here”: Unintended Disclosure through Revision Traces of LLM Deliverables
Authors: Yage Zhang, Yukun Jiang, Yang Zhang | Published: 2026-09-28
Continuous Assurance of Agentic Security Auditors for Software Delivery Decision Gates
Authors: Guy Lupo, Nguyen Hung Nguyen, Viet Vo, M. A. P. Chamikara, Guangdong Bai, Nazatul Haque Sultan, Alsharif Abuadbba | Published: 2026-09-28
Still There, No Longer Seen: Exposing Compression-Induced Risk in Large Vision-Language Models
Authors: Qiankun Li, Yuechen Zhang, Bowen Chen, Shilinlu Yan, Zhenhong Zhou, Kun Wang, Li Sun | Published: 2026-09-28
Before Acting, Change the State: Prospective State Intervention for Web Agents under Deceptive Interfaces
Authors: Ruozhao Yang, Mingfei Cheng, Xiaofei Xie | Published: 2026-09-28
JevVibe: Efficient Classification-Guided Secure Code Generation
Authors: Arshak Rezvani, Sasha Behrouzi, Ahmad-Reza Sadeghi | Published: 2026-09-28