Tools AI Risk Radar ai-incident-0305
Incident record
Microsoft studies coding-agent backdoors introduced during training
- Severity
- High
- Status
- Research
- Type
- Model Poisoning
- Target
- Research coding-agent configurations
- Actor
- researcher
What happened
Microsoft studied poisoned training data and attacker-trained checkpoints that triggered unsafe tool calls in controlled coding-agent tests. Its strongest model-poisoning configurations activated in 84.1–94.8% of tests on unseen repositories. These attacks require a poisoned model or training data; the experiments do not establish compromise of default commercial coding assistants.
Sources
- Microsoft research reportwww.microsoft.com/en-us/security/blog/2026/11/12/trained-to-…
- Research paperarxiv.org/abs/2611.00138
One record from the AI Risk Radar, maintained by the Security Desk.Data: CSV · JSON ·RSS · CC BY 4.0 with attribution to YFarmX.Tracker updated · 13 November 2026