{"ID":2848730,"CreatedAt":"2026-06-01T04:54:23.091178241Z","UpdatedAt":"2026-06-01T04:54:23.091178241Z","DeletedAt":null,"paper_url":"https://arxiv.org/abs/2510.25863","arxiv_id":"2510.25863","title":"AAGATE: A NIST AI RMF-Aligned Governance Platform for Agentic AI","abstract":"This paper introduces the Agentic AI Governance Assurance \u0026 Trust Engine (AAGATE), a Kubernetes-native control plane designed to address the unique security and governance challenges posed by autonomous, language-model-driven agents in production. Recognizing the limitations of traditional Application Security (AppSec) tooling for improvisational, machine-speed systems, AAGATE operationalizes the NIST AI Risk Management Framework (AI RMF). It integrates specialized security frameworks for each RMF function: the Agentic AI Threat Modeling MAESTRO framework for Map, a hybrid of OWASP's AIVSS and SEI's SSVC for Measure, and the Cloud Security Alliance's Agentic AI Red Teaming Guide for Manage. By incorporating a zero-trust service mesh, an explainable policy engine, behavioral analytics, and decentralized accountability hooks, AAGATE provides a continuous, verifiable governance solution for agentic AI, enabling safe, accountable, and scalable deployment. The framework is further extended with DIRF for digital identity rights, LPCI defenses for logic-layer injection, and QSAF monitors for cognitive degradation, ensuring governance spans systemic, adversarial, and ethical risks.","short_abstract":"This paper introduces the Agentic AI Governance Assurance \u0026 Trust Engine (AAGATE), a Kubernetes-native control plane designed to address the unique security and governance challenges posed by autonomous, language-model-driven agents in production. Recognizing the limitations of traditional Application Security (AppSec)...","url_abs":"https://arxiv.org/abs/2510.25863","url_pdf":"https://arxiv.org/pdf/2510.25863v2","authors":"[\"Ken Huang\",\"Kyriakos Rock Lambros\",\"Jerry Huang\",\"Yasir Mehmood\",\"Hammad Atta\",\"Joshua Beck\",\"Vineeth Sai Narajala\",\"Muhammad Zeeshan Baig\",\"Muhammad Aziz Ul Haq\",\"Nadeem Shahzad\",\"Bhavya Gupta\"]","published":"2025-10-29T18:06:28Z","proceeding":"cs.CR","tasks":"[\"cs.CR\",\"cs.AI\"]","methods":"[]","has_code":false}