Fingerprinting Multimodal Large Language Models
Authors: Chao Huang, Meng Tong, Kejiang Chen | Published: 2026-09-17
Prompt leaking
The Illusion of Local Privacy: Confidentiality Boundary Failures in Consumer LLM Serving Systems
Authors: Youssef Hamdi Zafan Ibrahim, Muhammad Ikram, Mohammed Khalaf Salama | Published: 2026-09-16
Why LLM Agents Collapse Without Oversight: The Enforcement Gap as the Mechanism Behind Emergence World Failures
Authors: Yuhang Wang | Published: 2026-09-14
SpliTEE: Improving LLM Inference on Trusted Hardware with Differentially Private GPU Outsourcing
Authors: Shashie Dilhara Batan Arachchige, Robin Carpentier, Hassan Jameel Asghar, Dali Kaafar | Published: 2026-09-14
Deep-Fake CAPTCHA: Mitigating Next-Generation Social Engineering Attacks
Authors: Guy Frankovits, Lior Yasur, Fred M. Grabovski, Yisroel Mirsky | Published: 2026-09-10
Benchmark Scores Are Pipeline-Dependent: A Reliability Audit of Cybersecurity LLM Benchmarks
Authors: Aymene Berriche, Cathrine Shalby, Mohannad Alhanahnah, Yazan Boshmaf | Published: 2026-09-08
Counter-GEO-Bench: Evaluating Defenses Against Information-Distorting Generative Engine Optimization
Authors: Bing Zheng, Zongyao Zhao, Wenming Yang | Published: 2026-09-02
ASCII Attack: Recontextualising Harmful Requests as Artistic Critique in Large Language Models
Authors: Da Cheng Gu, Yifei Dong, Xinghao Yang, Yongshun Gong, Wei Liu | Published: 2026-09-02
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
Beyond Vector Hiding: Breaking and Mitigating Shared-Direction Weight Obfuscation in TEE-Offloaded Large Language Models
Authors: Menghui Zhang, Aoying Zheng, Guoxiao Liu, Zizhuang Deng, Jiejing Wen, Jincheng Zhuang, Ran Tao | Published: 2026-08-27