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Beyond Code Reasoning: A Specification-Anchored Audit Framework for Expert-Augmented Security Verification  ✅Formal Verification
arxiv.org·23h
eDySec: A Deep Learning-based Explainable Dynamic Analysis Framework for Detecting Malicious Packages in PyPI Ecosystem  💾Binary Analysis
arxiv.org·23h
Hot Fixing in the Wild  ⚡JIT Exploitation
arxiv.org·23h
Reproducible Automated Program Repair Is Hard -- Experiences With the Defects4J Dataset  ⚡JIT Exploitation
arxiv.org·23h
OpenSOC-AI: Democratizing Security Operations with Parameter Efficient LLM Log Analysis  🛡️Exploit Mitigations
arxiv.org·23h
Vulnerability Identification by Harnessing Inter-connected Multi-Source Information  🎲Fuzzing
arxiv.org·2d
A systematic literature Review for Transformer-based Software Vulnerability detection  ⚡JIT Exploitation
arxiv.org·1d
MAS-SZZ: Multi-Agentic SZZ Algorithm for Vulnerability-Inducing Commit Identification  🛡️Exploit Mitigations
arxiv.org·2d
A Ground-Truth-Based Evaluation of Vulnerability Detection Across Multiple Ecosystems  🔣Type Systems
arxiv.org·6d
Bug-Report-Driven Fault Localization: Industrial Benchmarking and Lesson Learned at ABB Robotics  ⚡JIT Exploitation
arxiv.org·1d
Structured Security Auditing and Robustness Enhancement for Untrusted Agent Skills  ✅Formal Verification
arxiv.org·1d
The Impact of Documentation on Test Engagement in Pull Requests in OSS  ⚡JIT Exploitation
arxiv.org·2d
MCP Pitfall Lab: Exposing Developer Pitfalls in MCP Tool Server Security under Multi-Vector Attacks  ⚡JIT Exploitation
arxiv.org·6d
RowHammer Vulnerability Counter (RVC): Redefining RowHammer Detection with Victim-Centric Tracking  🔍Memory Forensics
arxiv.org·2d
Black-Box Skill Stealing Attack from Proprietary LLM Agents: An Empirical Study  🐧Kernel Exploitation
arxiv.org·6d
Learning Generalizable Multimodal Representations for Software Vulnerability Detection  🧩Intermediate Representation
arxiv.org·1d
OS-SPEAR: A Toolkit for the Safety, Performance,Efficiency, and Robustness Analysis of OS Agents  🛡️Exploit Mitigations
arxiv.org·2d
SafeRedirect: Defeating Internal Safety Collapse via Task-Completion Redirection in Frontier LLMs  🛡️Exploit Mitigations
arxiv.org·6d
Ranking Plausible Patches by Historic Feature Frequencies  🎲Fuzzing
arxiv.org·2d
On the Footprints of Reviewer Bots Feedback on Agentic Pull Requests in OSS GitHub Repositories  ⚡JIT Exploitation
arxiv.org·2d

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