#agent-verification News & Analysis

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

2 articles

AI × CryptoNeutralarXiv – CS AI · May 47/10

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AgentReputation: A Decentralized Agentic AI Reputation Framework

Researchers propose AgentReputation, a decentralized framework for evaluating AI agents in cryptocurrency and software engineering marketplaces. The system addresses fundamental flaws in existing reputation mechanisms by introducing context-conditioned reputation cards, adaptive verification regimes, and tamper-proof persistence to prevent gaming and ensure trustworthiness across heterogeneous tasks.

AINeutralarXiv – CS AI · Apr 106/10

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SkillSieve: A Hierarchical Triage Framework for Detecting Malicious AI Agent Skills

Researchers introduced SkillSieve, a three-layer detection framework that identifies malicious AI agent skills in OpenClaw's ClawHub marketplace, where 13-26% of over 13,000 skills contain security vulnerabilities. The system combines regex/AST scanning, LLM-based analysis with parallel sub-tasks, and multi-LLM voting to achieve 0.800 F1 score at $0.006 per skill, significantly outperforming existing detection methods.