Malice in Agentland: Down the Rabbit Hole of Backdoors in the AI Supply Chain

While finetuning AI agents on interaction data—such as web browsing or tool use—improves their capabilities, it also introduces critical security vulnerabilities within the agentic AI supply chain.

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Publication Details

Published
2026-05-22
DOI
https://doi.org/10.1145/3786335.3813166
Primary Topic
Blockchain Technology Applications and Security
Type
article
Field-Weighted Citation Impact
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article

Malice in Agentland: Down the Rabbit Hole of Backdoors in the AI Supply Chain

Alexandre Drouin, Nicolas Chapados, Alexandre Lacoste, Krishnamurthy Dvijotham et al.
Blockchain Technology Applications and Security
article

Malice in Agentland: Down the Rabbit Hole of Backdoors in the AI Supply Chain

Alexandre Drouin, Nicolas Chapados, Alexandre Lacoste, Krishnamurthy Dvijotham, Quentin Cappart, Léo Boisvert, Abhay Puri, Chandra Kiran Reddy Evuru
article en

Abstract

While finetuning AI agents on interaction data—such as web browsing or tool use—improves their capabilities, it also introduces critical security vulnerabilities within the agentic AI supply chain.

Mila - Quebec Artificial Intelligence Institute (CA), ServiceNow (United States) (US), Minnow Environmental (Canada) (CA), Polytechnique Montréal (CA)
Openalex Percentile: Top 100%
Blockchain Technology Applications and Security
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