AltaySec · ATLAS 2026.07
AML.T0046

Spamming AI System with Chaff Data

C · Explainer (cannot be honestly simulated in-browser) AML.TA0011 · Impact

Description

Adversaries may spam the AI system with chaff data that causes increase in the number of detections. This can cause analysts at the victim organization to waste time reviewing and correcting incorrect inferences. Adversaries may also spam AI agents with excessive low-severity auditable events or agentic actions that require a human-in-the-loop, wasting time for the victim organization in human review of the agentic AI system.

Honesty-tier rationale

Impact is a real-world outcome (denial of service, cost, reputation, integrity loss). 'Simulating' these is either unsafe or misleading — delivered as an explainer.

Source

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