Client-Side Zero-Shot LLM Inference for Comprehensive In-Browser URL Analysis
Authors: Avihay Cohen | Published: 2025-06-04
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MCP Safety Training: Learning to Refuse Falsely Benign MCP Exploits using Improved Preference Alignment
Authors: John Halloran | Published: 2025-05-29
Disrupting Vision-Language Model-Driven Navigation Services via Adversarial Object Fusion
Authors: Chunlong Xie, Jialing He, Shangwei Guo, Jiacheng Wang, Shudong Zhang, Tianwei Zhang, Tao Xiang | Published: 2025-05-29
Mitigating Fine-tuning Risks in LLMs via Safety-Aware Probing Optimization
Authors: Chengcan Wu, Zhixin Zhang, Zeming Wei, Yihao Zhang, Meng Sun | Published: 2025-05-22
CTRAP: Embedding Collapse Trap to Safeguard Large Language Models from Harmful Fine-Tuning
Authors: Biao Yi, Tiansheng Huang, Baolei Zhang, Tong Li, Lihai Nie, Zheli Liu, Li Shen | Published: 2025-05-22
ReCopilot: Reverse Engineering Copilot in Binary Analysis
Authors: Guoqiang Chen, Huiqi Sun, Daguang Liu, Zhiqi Wang, Qiang Wang, Bin Yin, Lu Liu, Lingyun Ying | Published: 2025-05-22
Alignment Under Pressure: The Case for Informed Adversaries When Evaluating LLM Defenses
Authors: Xiaoxue Yang, Bozhidar Stevanoski, Matthieu Meeus, Yves-Alexandre de Montjoye | Published: 2025-05-21
sudoLLM : On Multi-role Alignment of Language Models
Authors: Soumadeep Saha, Akshay Chaturvedi, Joy Mahapatra, Utpal Garain | Published: 2025-05-20
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
Bridging Expertise Gaps: The Role of LLMs in Human-AI Collaboration for Cybersecurity
Authors: Shahroz Tariq, Ronal Singh, Mohan Baruwal Chhetri, Surya Nepal, Cecile Paris | Published: 2025-05-06