Sistem Keamanan Cerdas – Intelligent Security System
Deskripsi Mata Kuliah – Course Description:
Mata kuliah ini bertujuan untuk membekali mahasiswa dengan aspek konseptual dan parktikal dari penggunaan kecerdasan buatan dalam konteks keamanan sistem baik dari sisi pertahanan maupun penyerangan. Mata kuliah ini mencakup undamentals of system security, network specific threats and attack types, architectures for secure
networks, examples of malware, defense mechanisms and countermeasures, fundamentals of AI for system security, AI-based approaches for defending against attacks, and seven use cases of the implementation of AI in system security: malware identification, threat detection, proactive response, autonomous patch deployment, adapt to changing threats, spam and phishing detection, dan categorise attacks
This unit aims at providing students with conceptual and practical aspects of how artificial intelligence (AI) can be used in the context of system security in both offense and defense. The unit covers fundamentals of system security, network specific threats and attack types, architectures for secure networks, examples of malware, defense mechanisms and countermeasures, fundamentals of AI for system security, AI-based approaches for defending against attacks, and seven use cases of the implementation of AI in system security: malware identification, threat detection, proactive response, autonomous patch deployment, adapt to changing threats, spam and phishing detection, and categorise attacks.
Pustaka – Bibliography:
Utama:
1. Stallings, William, Cryptography and Network Security: Principles and
Practice, Pearson, 2017
2. Sikos, Leslie F., AI in cybersecurity, Springer International Publishing
Springer, 2019
Pendukung:
1. Ted Coombs, Artificial Intelligence & Cybersecurity, John Wiley & Sons,
Inc., 2018
2. Artikel Ilmiah
