SLDR: Defending Against Malicious Fine-tuning via Selective Layers Recovery and Dynamic Routing
Authors: Hui Zhang, Yachao Yuan, Jiayun Wang, Yuanzhuo Li, Hongtao Wang, Yali Yuan | Published: 2026-10-07
Model DoS
Adversarial Images Hijack Web Agents from Visual Grounding to Browser Execution
Authors: Wanjing Han, Levi Taiji Li, Mu Zhang, Yue Jiang, Guanhong Tao | Published: 2026-10-07
Transferable Spatial Temporal Coherence Adversarial Attack on Black-Box Vision Language Models for Autonomous Driving
Authors: Heyam Bin Jahlan Areej Alhothali Abeer Alhothali | Published: 2026-10-06
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
Prefilling the Reasoning Channel: Output-Prefix Attacks on Reasoning LLMs
Authors: Lukáš Brůna, Robert Bridges, Adam Ek | Published: 2026-09-24
The Tokens Remember: When Tokenization Bypasses Knowledge Editing and Unlearning
Authors: Manit Baser, Aditya Nawal, Dinil Mon Divakaran, Mohan Gurusamy | Published: 2026-09-24
Psychoacoustically Aligned Latent Smoothing for Adversarial Robustness of Full-Duplex Speech-to-Speech Dialogue Models
Authors: Kian Shamsaie, Iman Modarressi | Published: 2026-09-23
Adversarial Testing of Automated Program Repair Agents for Security Vulnerabilities
Authors: Fares Trad, Simin Chen, Hung Viet Pham, Gias Uddin, Baishakhi Ray | Published: 2026-09-14
Transfer Safety Awareness for Cross-Modal Safety Drift in Multimodal Large Language Models
Authors: Tianqi Xiao, Shiyao Cui, Minghao Zhang, Junxiao Yang, Renmiao Chen | Published: 2026-09-02
A SoK for SoCs: Reading the TI Leaves on AI for Cyber Threat Intelligence Generation and Sharing
Authors: Saastha Vasan, Hadjer Benkraouda, Jizhou Chen, Leyan Pan, Doguhan Yeke, Shinan Liu, Noah Spahn, Stefano Ortolani, David Evans, Christopher Kruegel, Giovanni Vigna | Published: 2026-09-01