Agentic Cyber Defense Against AI-Enabled Attacks - Research Digest

Generating Mitigations for Downstream Projects to Neutralize Upstream Library Vulnerability

Zirui Chen, Xing Hu, Puhua Sun, Xin Xia, Xiaohu Yang

Source: arxiv

Where AI Vulnerability Discovery Harnesses Go Quiet: Structural False Negatives and Hidden Vulnerabilities

Gadi Evron

Source: arxiv

5uGUE: Agentic Hardware-in-the-Loop Fuzzing for 5G Devices and beyond

Guoqiang Hua, Sakshi Udeshi, Matheus Eduardo Garbelini, Daisuke Mashima, Sudipta Chattopadhyay

Source: arxiv

Prompt Injection Through Forensic Evidence: A Taxonomy and Proof of Concept of Anti-Forensic Attacks on LLM-Assisted Digital Investigations

Frank Breitinger, Jan Gruber, Christopher Hargreaves, Jan-Niclas Hilgert, Gaëtan Michelet, Mark Scanlon

Source: arxiv

VERDICT: Multi-Agent Parallel Modular Verification

Tengjie Lin, Zhongyi Wang, Haokun Li, Jianwei Yin, Mingshuai Chen

Source: arxiv

RegoMender: A Multi-agent Framework for Automated Rego Policy Repair

Ruijie Zhang, Huaxiao Yin, Li Hu, Fanqi Kong, Haozhe Liang, Shaoyin Cheng, Kun Zhang, Bibo Tu

Source: arxiv

FrontierCS 2: A Benchmark for Computer Science R&D

Qiuyang Mang, Wenhao Chai, Runyuan He, Dongruixuan Li, Zihan Zheng, Yujun He, Xuanyi Zhou, Hao Wang, Siddhant Ray, Bo Peng, Ruyi Ji, Shuo Yang, Haocheng Xi, Boru Chen, Xinyang David Han, Melissa Pan, Mayank Mishra, Boxi Yu, Sijia Liu, Kerem Akillioglu, Yi Pan, Zirui Wang, Mert Cemri, Diogo Antunes, Yichuan Wang, Aiwei Ivy Zhang, Zhenyang Chen, Qizheng Zhang, Kaiyuan Liu, Wenyuan Huang, Sherry Ruan, Shu Liu, Dacheng Li, Zerui Cheng, Zeyu Shen, Shang Zhou, Hanfei Chen, Yuzhong Zhang, Bohan Lyu, Qu Ao, Han Zheng, Chonghe Jiang, Jingzhuo Hu, Xiaokun Chen, Kunjun Li, Zhiqing Zhong, Haoye Tian, Tong Zhao, Yunzhong He, Hanchen Li, Ofir Press, Jiantao Jiao, Kunle Olukotun, Karthik R. Narasimhan, Jingbo Shang, Koushik Sen, Matei Zaharia, Alex Dimakis, Ion Stoica, Joseph E. Gonzalez, Alvin Cheung

Source: arxiv Must Read

AssureCode: Structured Justification for Trustworthy Agentic Coding

Logan Murphy, Wilson Sy, Rhys Balevicius, Kelsie Fung, Karenna Kung, Aren A. Babikian, Marsha Chechik

Source: arxiv Must Read

Compaction Laundering: Provenance Destruction in Context-Compacting Coding Agents

Arshan Dabirsiaghi

Source: arxiv Must Read

MASAR: Multi-stage Attack Surface Analysis and Reasoning Framework for Telecom Networks

Heba Osama, Wessam DeifAllah, Ahmed Saafan, Haitham Ghalwash

Source: arxiv Must Read