CMPSC 291K Trustworthy ML in Security

The course is about cutting edge techniques in machine learning and cybersecurity. We will introduce various deep learning methods that are widely used in security applications, including multilayer perceptron, recurrent neural networks, and transformers. We will also discuss the trustworthiness issue of these methods, including explainability and adversarial robustness.