CyberGym: Evaluating AI Agents’ Cybersecurity Capabilities with Real-World Vulnerabilities at Scale
Authors: Zhun Wang, Tianneng Shi, Jingxuan He, Matthew Cai, Jialin Zhang, Dawn Song | Published: 2025-06-03
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Attention Knows Whom to Trust: Attention-based Trust Management for LLM Multi-Agent Systems
Authors: Pengfei He, Zhenwei Dai, Xianfeng Tang, Yue Xing, Hui Liu, Jingying Zeng, Qiankun Peng, Shrivats Agrawal, Samarth Varshney, Suhang Wang, Jiliang Tang, Qi He | Published: 2025-06-03
BitBypass: A New Direction in Jailbreaking Aligned Large Language Models with Bitstream Camouflage
Authors: Kalyan Nakka, Nitesh Saxena | Published: 2025-06-03
A Review of Various Datasets for Machine Learning Algorithm-Based Intrusion Detection System: Advances and Challenges
Authors: Sudhanshu Sekhar Tripathy, Bichitrananda Behera | Published: 2025-06-03
MISLEADER: Defending against Model Extraction with Ensembles of Distilled Models
Authors: Xueqi Cheng, Minxing Zheng, Shixiang Zhu, Yushun Dong | Published: 2025-06-03
On the Stability of Graph Convolutional Neural Networks: A Probabilistic Perspective
Authors: Ning Zhang, Henry Kenlay, Li Zhang, Mihai Cucuringu, Xiaowen Dong | Published: 2025-06-01 | Updated: 2025-06-03
A Systematic Review of Metaheuristics-Based and Machine Learning-Driven Intrusion Detection Systems in IoT
Authors: Mohammad Shamim Ahsan, Salekul Islam, Swakkhar Shatabda | Published: 2025-05-31 | Updated: 2025-06-03
MCP Safety Training: Learning to Refuse Falsely Benign MCP Exploits using Improved Preference Alignment
Authors: John Halloran | Published: 2025-05-29
Merge Hijacking: Backdoor Attacks to Model Merging of Large Language Models
Authors: Zenghui Yuan, Yangming Xu, Jiawen Shi, Pan Zhou, Lichao Sun | 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