Securing RAG: A Risk Assessment and Mitigation Framework
Authors: Lukas Ammann, Sara Ott, Christoph R. Landolt, Marco P. Lehmann | Published: 2025-05-13
LLM Security
SecReEvalBench: A Multi-turned Security Resilience Evaluation Benchmark for Large Language Models
Authors: Huining Cui, Wei Liu | Published: 2025-05-12
Private LoRA Fine-tuning of Open-Source LLMs with Homomorphic Encryption
Authors: Jordan Frery, Roman Bredehoft, Jakub Klemsa, Arthur Meyre, Andrei Stoian | Published: 2025-05-12
One Trigger Token Is Enough: A Defense Strategy for Balancing Safety and Usability in Large Language Models
Authors: Haoran Gu, Handing Wang, Yi Mei, Mengjie Zhang, Yaochu Jin | Published: 2025-05-12
LLM-Text Watermarking based on Lagrange Interpolation
Authors: Jarosław Janas, Paweł Morawiecki, Josef Pieprzyk | Published: 2025-05-09 | Updated: 2025-05-12
Red Teaming the Mind of the Machine: A Systematic Evaluation of Prompt Injection and Jailbreak Vulnerabilities in LLMs
Authors: Chetan Pathade | Published: 2025-05-07 | Updated: 2025-05-13
Weaponizing Language Models for Cybersecurity Offensive Operations: Automating Vulnerability Assessment Report Validation; A Review Paper
Authors: Abdulrahman S Almuhaidib, Azlan Mohd Zain, Zalmiyah Zakaria, Izyan Izzati Kamsani, Abdulaziz S Almuhaidib | Published: 2025-05-07
LLMs’ Suitability for Network Security: A Case Study of STRIDE Threat Modeling
Authors: AbdulAziz AbdulGhaffar, Ashraf Matrawy | Published: 2025-05-07
LlamaFirewall: An open source guardrail system for building secure AI agents
Authors: Sahana Chennabasappa, Cyrus Nikolaidis, Daniel Song, David Molnar, Stephanie Ding, Shengye Wan, Spencer Whitman, Lauren Deason, Nicholas Doucette, Abraham Montilla, Alekhya Gampa, Beto de Paola, Dominik Gabi, James Crnkovich, Jean-Christophe Testud, Kat He, Rashnil Chaturvedi, Wu Zhou, Joshua Saxe | Published: 2025-05-06
Output Constraints as Attack Surface: Exploiting Structured Generation to Bypass LLM Safety Mechanisms
Authors: Shuoming Zhang, Jiacheng Zhao, Ruiyuan Xu, Xiaobing Feng, Huimin Cui | Published: 2025-03-31