collaborators

5 papers

cs.GT2026

Capability-Priced Micro-Markets: A Micro-Economic Framework for the Agentic Web over HTTP 402

Ken Huang, Jerry Huang, Mahesh Lambe +8

This paper introduces Capability-Priced Micro-Markets (CPMM), a micro-economic framework designed to enable robust, scalable, and secure commerce among autonomous AI agents on the…

cs.CR2025

AAGATE: A NIST AI RMF-Aligned Governance Platform for Agentic AI

Ken Huang, Kyriakos Rock Lambros, Jerry Huang +8

This paper introduces the Agentic AI Governance Assurance & Trust Engine (AAGATE), a Kubernetes-native control plane designed to address the unique security and governance challeng…

cs.CR2025

DIRF: A Framework for Digital Identity Protection and Clone Governance in Agentic AI Systems

Hammad Atta, Muhammad Zeeshan Baig, Yasir Mehmood +6

The rapid advancement and widespread adoption of generative artificial intelligence (AI) pose significant threats to the integrity of personal identity, including digital cloning,…

cs.CR2025

Fortifying the Agentic Web: A Unified Zero-Trust Architecture Against Logic-layer Threats

Ken Huang, Yasir Mehmood, Hammad Atta +3

This paper presents a Unified Security Architecture that fortifies the Agentic Web through a Zero-Trust IAM framework. This architecture is built on a foundation of rich, verifiabl…

cs.AI2025

QSAF: A Novel Mitigation Framework for Cognitive Degradation in Agentic AI

Hammad Atta, Muhammad Zeeshan Baig, Yasir Mehmood +5

We introduce Cognitive Degradation as a novel vulnerability class in agentic AI systems. Unlike traditional adversarial external threats such as prompt injection, these failures or…