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BECM36AIC	AI for Cybersecurity
Role:	P	Rozsah výuky:	2P+2C
Katedra:	13136	Jazyk výuky:	EN
Garanti:	Pevný T.	Zakončení:	Z,ZK
Přednášející:	García S., Pevný T.	Kreditů:	6
Cvičící:	Osob je mnoho	Semestr:	Z

Anotace:

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.

Cíle studia:

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.

Osnovy přednášek:

● 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, NOC

Osnovy cvičení:

Literatura:

● 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: 978-2854456370

Požadavky:

Předmět je zahrnut do těchto studijních plánů:

Plán	Obor	Role	Dop. semestr
MPPRGAI_2025	Před zařazením do oboru	P	1

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Stránka vytvořena 13.11.2025 09:51:26, semestry: L/2024-5, Z,L/2026-7, Z,L/2025-6, připomínky k informační náplni zasílejte správci studijních plánů

Návrh a realizace: I. Halaška (K336), J. Novák (K336)