A course for everyone
Understand how AI systems can be attacked and how to defend them
Overview of AI security threats
How images can fool AI models
Sophisticated adversarial techniques
Evading object detection systems
Strategies to defend AI systems
Adversarial attacks on audio models
Attacks on language model safety
Attacks spanning multiple modalities
Resource exhaustion attacks on AI
Extracting model weights and behavior
Recovering data from embeddings
Attacks on the training pipeline