#audit-compliance News & Analysis

3 articles tagged with #audit-compliance. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.

3 articles

AINeutralarXiv – CS AI · Jun 46/10

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Proof-Carrying Agent Actions: Model-Agnostic Runtime Governance for Heterogeneous Agent Systems

Researchers propose Proof-Carrying Agent Actions (PCAA), a runtime-neutral governance framework that standardizes how autonomous agents log, authorize, and verify high-risk operations across heterogeneous systems. By replacing vendor-specific session records with portable action certificates, PCAA enables consistent governance and auditability regardless of whether agents operate through local tools, APIs, or managed platforms.

AINeutralarXiv – CS AI · Jun 16/10

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An Organization-Scoped LLM Agent Runtime Architecture for Regulated Cybersecurity Operations

Researchers propose an organization-scoped LLM agent runtime architecture designed to enforce security and compliance controls across cybersecurity operations in regulated financial environments. The system integrates with existing SIEM/XDR platforms while maintaining auditability, model-agnosticism, and local deployability—addressing a critical gap where current LLM security tools lack the governance framework needed for enterprise-regulated workflows.

AINeutralarXiv – CS AI · May 286/10

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Grimlock: Guarding High-Agency Systems with eBPF and Attested Channels

Grimlock is a security framework that uses eBPF and TLS 1.3 channel binding to enforce authorization and delegation controls in agentic AI systems without modifying application code. The system intercepts sandbox communications, validates identity through post-handshake attestation, and issues short-lived scope tokens to enable secure multi-cloud orchestration with transparent auditability.