#code-auditing News & Analysis

2 articles tagged with #code-auditing. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.

2 articles

AIBearisharXiv – CS AI · Apr 207/10

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ASMR-Bench: Auditing for Sabotage in ML Research

Researchers introduced ASMR-Bench, a benchmark for detecting sabotage in ML research codebases, revealing that current frontier LLMs and human auditors struggle to identify subtle implementation flaws that produce misleading results. The study found even the best-performing model (Gemini 3.1 Pro) achieved only 77% AUROC and 42% fix rate, highlighting critical vulnerabilities in AI-assisted research validation.

🧠 Gemini

AINeutralarXiv – CS AI · Mar 96/10

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ESAA-Security: An Event-Sourced, Verifiable Architecture for Agent-Assisted Security Audits of AI-Generated Code

Researchers have developed ESAA-Security, a new architecture for conducting secure, verifiable audits of AI-generated code using structured agent workflows rather than unstructured LLM conversations. The system creates an immutable audit trail through event-sourcing and produces comprehensive security reports across 26 tasks and 95 executable checks.