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Kniha Network Intrusion Detection System Aditya Jamnik

Network Intrusion Detection System

Autor: Aditya Jamnik, Sumit Sagane
Jazyk: Angličtina
Vazba: Brožovaná
Vydavatel: LAP LAMBERT Academic Publishing
Dostupnost: Skladem u dodavatele
Odesíláme za 8-11 dnů
964 Kč
This work focuses on Intrusion Detection Systems (IDS), which are essential for protecting computer...

Informace o knize

Autor
Aditya Jamnik, Sumit Sagane
Jazyk
Angličtina
Vazba
Kniha - Brožovaná
Vydáno
2026
Stránek
56
EAN
9786209820403
ISBN
6209820409
Enbook ID
52739058
Vydavatel
LAP LAMBERT Academic Publishing
Hmotnost
102
Rozměry
150 x 220 x 4

Kompletní popis

This work focuses on Intrusion Detection Systems (IDS), which are essential for protecting computer networks from cyberattacks and unauthorized access. With the increasing complexity of modern network traffic, detecting threats has become more challenging. The study highlights the importance of high-quality datasets and effective evaluation metrics in developing reliable IDS models.It examines the limitations of traditional datasets like KDD Cup 99 and discusses modern alternatives such as UNSW-NB15, CICIDS2017, and TON-IoT that better represent real-world attack scenarios. The work also emphasizes key evaluation metrics, including accuracy, precision, recall, and F1-score, which help measure detection performance and reduce false alarms. Overall, it provides insights into improving IDS using machine learning techniques for better security in evolving network environments.