Artificial Intelligence and Security

JPM923

The course seeks to address the neglected uniqueness of machine learning and artificial intelligence generally in regards to security issues. There is a discernible research trend failing to distinguish that ML/AI systems differ significantly from past technological developments that influenced the security environment. To remedy the status quo, the course offers a principled approach towards the study of these emerging security phenomena which consists of technologically informed study. Specifically, the course will address the following areas: role of ML specifically and AI in general in relation to the key topics comprising security studies, basic functioning of machine learning, its alignment with human intentions and interests, concerns regarding fairness and bias of machine learning models, vulnerabilities in terms of adversarial attacks, issues pertaining to the deployment of machine learning models to the real world.
Students are encouraged to apply mainly in summer semester due to capacity reasons.

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