Trojans in Artificial Intelligence

2026

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AI-generated summary

1) This report details the findings of the TrojAI program, which aimed to understand and mitigate the threat of AI Trojans, providing essential insights for organizations deploying AI in critical capacities.
2) * Overview of the TrojAI program and relevant scientific literature.
* Methodologies explored by performer teams, including weight analysis, trigger inversion, and mitigation strategies.
* Data analysis from test and evaluation teams, examining detector performance, sensitivity, and natural Trojans.
3) AI security, Trojan detection, Machine learning, Cybersecurity, Backdoors

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