Course Instructor
Office: F119, Block e
Email: abdul.wahid@iiitdwd.ac.in
Phone: +91 xxxxxxxxxx
Schedule
Tuesday
14:45- 16:15 (Room No. C302)
Wednesday
16:30- 18:00 (Room No. C302)
Announcement
Classes will commence on August 5, 2024.
Course Objective:
The students will understand the role of Artificial Intelligence (AI) in Cybersecurity and gain insights into developing AI-based cybersecurity methodologies.
Course Learning Outcomes:
LO1: Students will be able to develop AI models to classify malwares.
LO2: Able to implement simple intrusion detection systems using AI techniques.
LO3: They will be able to demonstrate the vulnerabilities in AI-based systems and develop methods to address adversarial attacks.
Assessment Components:
Quiz I: 05% Date: Aug 27, 2024
Mid Semester Exam: 30% Date: Sep 23- 28, 2024
Quiz II: 05% Date: TBA
Assignment/Project: 20% Date: TBA
End Semester Exam: 40% Date: Nov 21, 2024
Text/Reference Books:
Hands-on Machine Learning for Cyber Security by Soma Halder, ISBN139781788992282.
Machine Learning and Security by David Freeman, Clarence Chio Publisher: O’Reilly Media, Inc. Release Date: February 2018 ISBN: 9781491979891.
Malware Data Science by Joshua Saxe with Hillary Sanders, ISBN-10: 1-59327-859-4 ISBN-13: 978-1-59327-859-5.
Course Materials:
Will be updated soon.
All inquiries regarding the course should be directed to the course instructor at abdul.wahid@.iiitdwd.ac.in