Course Code: CSCS 4000
Academic Year: 2026-2027
This advanced course delves into the specialized field of Generative Artificial Intelligence, exploring the design, development, and application of AI systems that can generate new content. Students will engage with cutting-edge technologies including Generative Adversarial Networks, Variational Autoencoders, and Transformer models, with a focus on their implications and applications in cybersecurity, such as simulating cyber-attacks for system strengthening and creating synthetic data for training. The course also addresses the ethical considerations of generative AI. Through hands-on projects and case studies, students will learn to harness the power of generative models to innovate and improve cybersecurity measures.