TechnologyInput sanitization and trust-boundary enforcement before agent reasoningresearch-stage defensive design with experimental validation

AIOpsShield telemetry sanitization defense for AIOps agents

Before the AI operator reads logs and traces, a guard cleans suspicious telemetry so attacker-written hints do not trick the AI into bad fixes.

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Executive Brief

Business Problem Solved

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Technical Analysis

Model Strategy

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Data Strategy

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Part of Application

Secure AIOps Data Access and Telemetry Defense

2 use cases in this application

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Source

https://arxiv.org/html/2508.06394v1