Trail of Bits awesome-ml-security
Description
A curated list of awesome machine learning security references, guidance, tools, and more.
Installation
claude install-skill https://github.com/trailofbits/awesome-ml-security README
Awesome-ML-Security
A curated list of awesome machine learning security references, guidance, tools, and more.
**Table of Contents**
- undefined
Relevant work, standards, literature
CIA of the model
Membership attacks, model inversion attacks, model extraction, adversarial perturbation, prompt injections, etc.
- undefined
Confidentiality
...
Related Skills
Defense in Depth
Implement multi-layered testing and security best practices.
Security community SecLists Official Repository
[OWASP Testing Guide](https://owasp.org/www-project-web-security-testing-guide/)
Security community Threat Hunting with Sigma Rules
Use Sigma detection rules to hunt for threats and analyze security events
Security community Maintenance Walkthrough - 2026-03-29
- Re-triaged the full 2026-03-15 security finding set against current `main` and wrote a fresh current-head report in `docs/maintainers/security-findings-triage-2026-03-29-refresh.md`. - Added a match
Security community Google Workspace Model Armor
Filter user-generated content for safety
Security community Google Workspace Alert Center
Manage security alerts
Security community Related Agents
Accessibility Audit
| You are an accessibility expert specializing in WCAG compliance, inclusive design, and assistive tec... | - | [wshobson/agents](https://github.com/wshobson/agents) |
wcag-audit-patterns
| Comprehensive guide to auditing web content against WCAG 2.2 guidelines with actionable remediation... | - | [wshobson/agents](https://github.com/wshobson/agents) |
Deps Audit
| You are a dependency security expert specializing in vulnerability scanning, license compliance, and... | - | [wshobson/agents](https://github.com/wshobson/agents) |