PoC-Adapt: Semantic-Aware Automated Vulnerability Reproduction with LLM Multi-Agents and Reinforcement Learning-Driven Adaptive Policy

Authors: Phan The Duy, Nguyen Viet Duy, Khoa Ngo-Khanh, Nguyen Huu Quyen, Van-Hau Pham | Published: 2026-04-08
2026.04.08
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Can Drift-Adaptive Malware Detectors Be Made Robust? Attacks and Defenses Under White-Box and Black-Box Threats

Authors: Adrian Shuai Li, Md Ajwad Akil, Elisa Bertino | Published: 2026-04-08
2026.04.08
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WebSP-Eval: Evaluating Web Agents on Website Security and Privacy Tasks

Authors: Guruprasad Viswanathan Ramesh, Asmit Nayak, Basieem Siddique, Kassem Fawaz | Published: 2026-04-07
2026.04.07
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Blockchain and AI: Securing Intelligent Networks for the Future

Authors: Joy Dutta, Hossien B. Eldeeb, Tu Dac Ho | Published: 2026-04-07
2026.04.07
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FedSpy-LLM: Towards Scalable and Generalizable Data Reconstruction Attacks from Gradients on LLMs

Authors: Syed Irfan Ali Meerza, Feiyi Wang, Jian Liu | Published: 2026-04-07
2026.04.07
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LLM4CodeRE: Generative AI for Code Decompilation Analysis and Reverse Engineering

Authors: Hamed Jelodar, Samita Bai, Tochukwu Emmanuel Nwankwo, Parisa Hamedi, Mohammad Meymani, Roozbeh Razavi-Far, Ali A. Ghorbani | Published: 2026-04-07
2026.04.07
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CritBench: A Framework for Evaluating Cybersecurity Capabilities of Large Language Models in IEC 61850 Digital Substation Environments

Authors: Gustav Keppler, Moritz Gstür, Veit Hagenmeyer | Published: 2026-04-07
2026.04.07
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A Formal Security Framework for MCP-Based AI Agents: Threat Taxonomy, Verification Models, and Defense Mechanisms

Authors: Nirajan Acharya, Gaurav Kumar Gupta | Published: 2026-04-07
2026.04.07
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Swiss-Bench 003: Evaluating LLM Reliability and Adversarial Security for Swiss Regulatory Contexts

Authors: Fatih Uenal | Published: 2026-04-07
2026.04.07
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ClawLess: A Security Model of AI Agents

Authors: Hongyi Lu, Nian Liu, Shuai Wang, Fengwei Zhang | Published: 2026-04-07
2026.04.07
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