AI Threat Watch

International AI Safety ReportMalicious use§2.1.3, Box 2.1

AI systems themselves become targets

Seen in real incidents85 matching case files

The warning

Attackers can manipulate AI systems through prompt injection, poisoned data and compromised components, to change how they behave or to pull out sensitive information.

Paraphrased from the source. Source: International AI Safety Report 2026, Feb 3, 2026, section 2.1.3, Box 2.1, page 62. Summary by International AI Safety Report: internationalaisafetyreport.org.

What the registry shows

Hidden instructions that make assistants leak mail and files, hijacked coding agents, malicious packages and plugins aimed at AI developers, and actively exploited flaws in AI tools. Many prompt injection cases are demonstrations by researchers; most supply-chain attacks happened in the real world.

Verified case files show this risk happening in the real world. First real-world case on file: Dec 30, 2022 · Already on file when this research was published.

Matching case files per quarter

Seen in real incidentsLab test or researcher demonstration
0510152025Seen in real incidents: 22'25 Q1Seen in real incidents: 5Lab test or researcher demonstration: 27'25 Q2Seen in real incidents: 6Lab test or researcher demonstration: 1521'25 Q3Lab test or researcher demonstration: 55'25 Q4Seen in real incidents: 7Lab test or researcher demonstration: 613'26 Q1Seen in real incidents: 14Lab test or researcher demonstration: 418'26 Q2Seen in real incidents: 6Lab test or researcher demonstration: 28'26 Q3Seen in real incidents: 8Lab test or researcher demonstration: 19'26 Q4

Status history

DateStatusMatching case filesChange
Oct 18, 2026Seen in real incidents84Tracking starts

Tracked since Oct 18, 2026. A line is added when the status changes, when the first real-world case is linked, and once a month, so the record shows when a warning moved from research to reality. research_history.json

All matching case files

The same case files in other research

Warnings from other sources that link to some of the same case files.

Other warnings in this group

Research vs reality · International AI Safety Report →

How we match: a case file is linked to a warning when what happened is a real-world instance of the risk the source describes, judged by the editors from the facts in the case file. A match means the case fits the warning, not that it proves the source's wider argument. Allegations in lawsuits are labelled as allegations. Statuses are editorial and reviewed as new cases arrive. The matching is recomputed on every update. Data: Systematic coverage in the registry starts in 2025, so a first-case date shows when the registry first recorded the risk, not when it first happened. research.json (CC BY 4.0)

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