Tool Abuse

Tool abuse refers to the misuse or manipulation of AI systems and software applications in ways that violate their intended purpose, terms of service, or organizational policies. This occurs when users circumvent safety guardrails, exploit system vulnerabilities, or leverage tools to generate harmful content, automate fraud, or access unauthorized data. For enterprise governance, detecting and preventing tool abuse is critical because it can expose organizations to regulatory penalties, security breaches, reputational damage, and liability while undermining trust in AI deployments across the business.

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StandardsGlobal2026-07-31

OWASP Updates Agentic AI Vulnerability Baseline, Tightening Compliance Expectations

OWASP GenAI released version 2.01 of its State of Agentic AI Security and Governance report, updating the recognized vulnerability landscape for autonomous AI systems. The guidance addresses prompt injection, tool abuse, and poisoned knowledge sources as primary threat vectors. Enterprise security and compliance teams should treat this release as a baseline shift that requires immediate review of agentic AI controls.

OWASP GenAI agentic AI prompt injection least privilege MCP security tool abuse knowledge source integrity governance