Giskard : Byzantine Robust and Confidential Aggregation for Large-Scale Decentralized Learning
Authors: Ousmane Touat, César Sabater, Mohamed Maouche, Sonia Ben Mokhtar | Published: 2026-06-17
PYPILINE: Malicious PyPI Package Detection via Suspicious API Knowledge and Agent Workflow
Authors: Siyuan Pang, Zhengwei Jiang, Yepeng Yao, Zijing Fan, Haozhe Li, Baoxu Liu | Published: 2026-06-17
Lifecycle-Aware Dynamic Analysis for Secure ML Model Execution
Authors: Gabriele Digregorio, Marco Di Gennaro, Francesco Pastore, Stefano Zanero, Stefano Longari, Michele Carminati | Published: 2026-06-17
TRAP: Benchmark for Task-completion and Resistance to Active Privacy-extraction
Authors: Moon Ye-Bin, Nam Hyeon-Woo, Baek Seong-Eun, Yejin Yeo, Tae-Hyun Oh | Published: 2026-06-17
Image Prompt Reconstruction Attacks on Distributed MLLM Inference Frameworks
Authors: Xinjian Luo, Hongyan Chang, Jianxin Wei, Yuncheng Wu, Xiaofeng Gao, Meikang Qiu, Ting Yu, Xue Liu | Published: 2026-06-17
Understanding and Mitigating Prompt Leaking Attacks in Real-World LLM-Based Applications
Authors: Yong Yang, Chong Fu, Tong Zhang, Rui Zeng, Qingming Li, Tianyu Du, Zonghui Wang, Shouling Ji, Wenzhi Chen | Published: 2026-06-17
MIDS: Detecting Stealthy Masquerade and Tampering Attacks on CAN Bus via Bidirectional Mamba
Authors: Qiqi Liu, Runhan Song, Lei Cui, Heng Zhang, Yuyan Sun, Limin Sun | Published: 2026-06-17
Learning Red Agent Policy from Observations for Neurosymbolic Autonomous Cyber Agents
Authors: Ankita Samaddar, Sandeep Neema, Daniel Balasubramanian, Xenofon Koutsoukos | Published: 2026-06-16
A Red-Team Study of Anthropic Fable 5 & Opus 4.8 Models
Authors: Nicola Franco | Published: 2026-06-16
Multi-Source Cybersecurity Logs: An ATT&CK-Labeled Dataset and SLM Evaluation
Authors: Abir Ashab Niloy, Ahmed Ryan, Imamul Hossain Rafi, Md Erfan, Md Rayhanur Rahman | Published: 2026-06-16