Responsible AI Practices: Security
Explore how to secure AI systems against threats like data poisoning and adversarial attacks. Understand the importance of threat modeling, monitoring, and ethical considerations to build trustworthy AI solutions.
We'll cover the following...
We'll cover the following...
Security
AI systems should be secure.
Security entails ensuring that AI systems behave as intended, regardless of how attackers try to interfere. When building AI solutions, security vulnerabilities tend to be neglected. In fact, security is very often a blind spot.
The security of AI systems comes with its novel set of challenges compared to traditional software systems. For instance, all the possible scenarios cannot be predicted ahead of ...