MONITAUR: Monitoring system for copy protection through malicious client detection
Monitaur is an open-source solution for protecting intellectual property of service providers. It is primarily designed to detect model stealing attacks launched against machine learning solutions offered as a service but can be applied to any program logic a service is based on. We use state-of-the-art monitoring methods to detect malicious clients so that they can be suspended from using the service. Hence, developers of software services can deploy Minotaur to protect the intellectual property of model owners.
Our goals
- Protect intellectual property of service providers
- Encourage a more innovative environment by increasing the security of services
Our solution Monitaur
- Toolkit with various monitoring techniques
- Cockpit for monitored service status tracking
New opportunities
- Offering more services on the internet without copy risk concerns
- Suspending malicious clients without restricting benign clients
