Beyond Safe Data: Pretraining-Stage Alignment with Regular Safety Reflection
Authors: Jinhan Li, Kexian Tang, Yihan Xu, Zhuorui Ye, Kaifeng Lyu | Published: 2026-06-17
OpenAnt: LLM-Powered Vulnerability Discovery Through Code Decomposition, Adversarial Verification, and Dynamic Testing
Authors: Nahum Korda, Gadi Evron | Published: 2026-06-17
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