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DS 6042

Machine Learning in Systems and Network Security

Course Description

Understand machine learning fundamentals, cybersecurity, and deep learning principles. Explore how machine learning algorithms can be leveraged to address prevalent cybersecurity issues, such as malware detection, spam filtering, anomaly detection, incident response, and credit card fraud prevention. Delve into complex areas such as adversarial and backdoor attacks on machine learning systems and discuss the security aspects of large language models like ChatGPT.

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