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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

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Lily Popova Zhuhadar

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Open access Jul 2026

PromptSentinel-X: A Leakage-Aware and Context-Aware Framework for Prompt-Injection Detection in Large Language Model-Powered Web Agents

This study presents PromptSentinel-X, a leakage-aware and context-aware screening framework that uses prompt-family-aware partitioning, trusted–untrusted context segmentation, calibrated risk prediction, robustness analysis, and deployment-oriented routing for large language model-powered web agents.

Lily Popova Zhuhadar · 2 citations · ⚡1

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