Subject description - BECM36AIC
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Explanatory Notes
Instructions
| BECM36AIC | AI for Cybersecurity | ||
|---|---|---|---|
| Roles: | P | Extent of teaching: | 2P+2C |
| Department: | 13136 | Language of teaching: | EN |
| Guarantors: | Pevný T. | Completion: | Z,ZK |
| Lecturers: | García S., Pevný T. | Credits: | 6 |
| Tutors: | Too many persons | Semester: | Z |
Anotation:
The goal of the course is to learn about cybersecurity and the importance of using AI in this field to understand how it transforms our perception of security in general.Study targets:
The goal of the course is to learn about cybersecurity and the importance of using AI in this field to understand how it transforms our perception of security in general. In particular: . To learn the whole cybersecurity ecosystem in the modern AI era. . To learn how to attack and how to defend in real situations. . To learn how to protect systems against cybersecurity attacks. . To learn how to attack systems in order to understand them. . To learn that cybersecurity is not the same as before given the new technology of AI applied to the field. . To learn how to defend against attacks using AI to cybersecurity systems, defend against attacks to AI systems, all by learning how to better attack them.Course outlines:
● Introduction to the class, security and networking ● Finding computers, scan and basic network analysis ● Gaining access. From people to computers ● Detecting Intruders to your servers ● Honeypots ● Persistence&Priviledge escalation, Side channel attacks ● Buffer overflow ● Reverse Engineering ● Automating Attacks with Malware ● Manual and machine learning detection of C&C ● Web Attacks ● Mobile Security, NOCExercises outline:
Literature:
● Artificial Intelligence in Cybersecurity: Revolutionize Cybersecurity with AI, Dr. Anjum Zameer Bhat , Dr. Narayana Swamy Ramaiah, ISBN-13: 979-8322233589, 2024 ● The AI Revolution in Networking, Cybersecurity, and Emerging Technologies, Omar Santos, Samer Salam, Hazim Dahir, ISBN-1: 978-0138293697, 2024 ● AI & ML in Cybersecurity: Your go to guide to Artificial Intelligence & Machine learning in Cybersecurity, Ms. Malini Rao, ISBN-13: 978-2854456370Requirements:
Subject is included into these academic programs:| Program | Branch | Role | Recommended semester |
| MPPRGAI_2025 | Common courses | P | 1 |
| Page updated 16.1.2026 12:51:43, semester: Z/2027-8, L/2026-7, L/2025-6, Z/2026-7, Z/2025-6, Send comments about the content to the Administrators of the Academic Programs | Proposal and Realization: I. Halaška (K336), J. Novák (K336) |