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Shovan Roy

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#artificial intelligence Preprint Oct 2026

Agentic-ZTA: A Multi-Agent Architecture for Autonomous Zero Trust Enforcement

Agentic AI is emerging as a promising paradigm for automating complex cybersecurity decisions, yet its use in enforcing zero trust introduces significant challenges in safety, reliability, and policy compliance. This paper presents Agentic AI based zero trust architecture (Agentic-ZTA) that operationalizes the NIST SP...

Shovan Roy, Lopamudra Praharaj, Maanak Gupta et al. · 0 citations
Preprint Aug 2026

ExplainGuard: A Zero Trust Framework for Post-Hoc Explanation Integrity Guarantees in Blackbox XAI Models

A novel defense framework is introduced that leverages a Zero-Trust architecture (ZTA) design to be incorporated within the XAI explanation supply chain and ensures the integrity of the generated explanation and evaluates how ExplainGuard can effectively neutralize state- of-the-art explanation manipulation attacks whi...

Maraz Mia, Shovan Roy, M. M. A. Pritom et al. · 0 citations

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