Safeguarding LLMs Against Misuse and AI-Driven Malware Using Steganographic Canaries
Authors: Md Raz, Venkata Sai Charan Putrevu, Meet Udeshi, Prashanth Krishnamurthy, Farshad Khorrami, Ramesh Karri | Published: 2026-03-30
Prompt leaking
Unveiling the Resilience of LLM-Enhanced Search Engines against Black-Hat SEO Manipulation
Authors: Pei Chen, Geng Hong, Xinyi Wu, Mengying Wu, Zixuan Zhu, Mingxuan Liu, Baojun Liu, Mi Zhang, Min Yang | Published: 2026-03-26
Beyond Content Safety: Real-Time Monitoring for Reasoning Vulnerabilities in Large Language Models
Authors: Xunguang Wang, Yuguang Zhou, Qingyue Wang, Zongjie Li, Ruixuan Huang, Zhenlan Ji, Pingchuan Ma, Shuai Wang | Published: 2026-03-26
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
Leveraging Large Language Models for Trustworthiness Assessment of Web Applications
Authors: Oleksandr Yarotskyi, José D'Abruzzo Pereira, João R. Campos | Published: 2026-03-24
Functional Subspace Watermarking for Large Language Models
Authors: Zikang Ding, Junhao Li, Suling Wu, Junchi Yao, Hongbo Liu, Lijie Hu | Published: 2026-03-19
Understanding LLM Behavior When Encountering User-Supplied Harmful Content in Harmless Tasks
Authors: Junjie Chu, Yiting Qu, Ye Leng, Michael Backes, Yun Shen, Savvas Zannettou, Yang Zhang | Published: 2026-03-12
CacheSolidarity: Preventing Prefix Caching Side Channels in Multi-tenant LLM Serving Systems
Authors: Panagiotis Georgios Pennas, Konstantinos Papaioannou, Marco Guarnieri, Thaleia Dimitra Doudali | Published: 2026-03-11
Measuring Privacy vs. Fidelity in Synthetic Social Media Datasets
Authors: Henry Tari, Adriana Iamnitchi | Published: 2026-03-04
Inference-Time Safety For Code LLMs Via Retrieval-Augmented Revision
Authors: Manisha Mukherjee, Vincent J. Hellendoorn | Published: 2026-03-02