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Overview
The public research dossier of agentic security researcher Adithyan Arun Kumar.
News
Secure Hermes and Mnemosyne Memory Architecture
A secure architecture for Hermes Agent and Mnemosyne with project-isolated recall, verified execution memory, safe writes, and rollback controls.
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Report
How to Build an AI Agent Attack Graph with AgentHound
Run one autonomous AgentHound scan from a foothold, preserve the evidence in a local artifact, and turn it into an AI agent attack graph.
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Report
Prompt Injection Is a Data-Flow Problem: Mapping AI Agent Attack Paths with AgentHound
Trace untrusted data and poisoned instructions through AI agent context to high-impact tools and resources with AgentHound.
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Report
MCP Tool Poisoning: Detect and Safely Validate It with AgentHound
Detect suspicious MCP tool descriptions, map their reach to privileged capabilities, and inspect AgentHound's reversible ContextForge validation.
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Report
Context-Level Secret Isolation for AI Coding Agents with Agentmask
How Agentmask blocks secrets before they enter AI coding-agent context using hooks, redacted MCP tools, and layered detection.
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Report
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