How Vulnerable Are Edge LLMs?
Authors: Ao Ding, Hongzong Li, Zi Liang, Zhanpeng Shi, Shuxin Zhuang, Shiqin Tang, Rong Feng, Ping Lu | Published: 2026-03-25
The Cognitive Firewall:Securing Browser Based AI Agents Against Indirect Prompt Injection Via Hybrid Edge Cloud Defense
Authors: Qianlong Lan, Anuj Kaul | Published: 2026-03-24
Leveraging Large Language Models for Trustworthiness Assessment of Web Applications
Authors: Oleksandr Yarotskyi, José D'Abruzzo Pereira, João R. Campos | Published: 2026-03-24
Targeted Adversarial Traffic Generation : Black-box Approach to Evade Intrusion Detection Systems in IoT Networks
Authors: Islam Debicha, Tayeb Kenaza, Ishak Charfi, Salah Mosbah, Mehdi Sehaki, Jean-Michel Dricot | Published: 2026-03-24
An Experimental Study of Machine Learning-Based Intrusion Detection for OPC UA over Industrial Private 5G Networks
Authors: Song Son Ha, Kunal Singh, Florian Foerster, Henry Beuster, Tim Kittel, Dominik Merli, Gerd Scholl | Published: 2026-03-24
Not All Tokens Are Created Equal: Query-Efficient Jailbreak Fuzzing for LLMs
Authors: Wenyu Chen, Xiangtao Meng, Chuanchao Zang, Li Wang, Xinyu Gao, Jianing Wang, Peng Zhan, Zheng Li, Shanqing Guo | Published: 2026-03-24
Robust Safety Monitoring of Language Models via Activation Watermarking
Authors: Toluwani Aremu, Daniil Ognev, Samuele Poppi, Nils Lukas | Published: 2026-03-24
A Critical Review on the Effectiveness and Privacy Threats of Membership Inference Attacks
Authors: Najeeb Jebreel, David Sánchez, Josep Domingo-Ferrer | Published: 2026-03-24
Beyond Theoretical Bounds: Empirical Privacy Loss Calibration for Text Rewriting Under Local Differential Privacy
Authors: Weijun Li, Arnaud Grivet Sébert, Qiongkai Xu, Annabelle McIver, Mark Dras | Published: 2026-03-24
Privacy-Preserving EHR Data Transformation via Geometric Operators: A Human-AI Co-Design Technical Report
Authors: Maolin Wang, Beining Bao, Gan Yuan, Hongyu Chen, Bingkun Zhao, Baoshuo Kan, Jiming Xu, Qi Shi, Yinggong Zhao, Yao Wang, Wei Ying Ma, Jun Yan | Published: 2026-03-24