There are multiple features that MLighter provide that can help you on your machine learning testing process. We have organise some of these features depending on the profile that you have, mainly forcused on ML Developers and QA Testers:
For ML Developers:
- Familiar coding interface
- Testing code and models
- Vulnerability hunter
- Performance evaluation
- Historical vulnerabilities
For QA Testers:
- Easy-to-use-interface
- Finding model blind-spots
- Adversarial scenarios
- Database of attacks
- Explanatory Reports
For Everyone:
- Reliable ML models
- Improve ML Security
- Understandable ML
- ML Testing Community
- Cloud Integration