Microsoft security engineering documentation
This collection of resources is designed to help you find security related documentation and information from across Microsoft.
Artificial intelligence and machine learning security
Overview
- Threat taxonomy - Failure modes in machine learning
- Threat modeling AI/ML systems and dependencies
- Threat Modeling with DevOps
- Video (RSA 2020) - AI Security Engineering—Modeling/Detecting/Mitigating New Vulnerabilities
- AI/ML pivots to the Security Development Lifecycle bug bar
- Securing the future of AI/ML at Microsoft
- Identifying Security Bug Reports Based Solely on Report Titles and Noisy Data
- Video (RSA 2020) - Identifying Security Bug Reports Based Solely on Report Titles and Noisy Data