Detecting Unbalanced Network Traffic Intrusions With Deep Learning

The growth of cyber threats demands a robust and adaptive intrusion detection system (IDS) capable of effectively recognizing malicious activities from network traffic. However, the existing imbalance of class in network data possesses a significant challenge to traditional IDS. To overcome these ch...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριοι συγγραφείς: S. Pavithra, K. Venkata Vikas
Μορφή: Άρθρο
Γλώσσα:English
Έκδοση: IEEE 2024-01-01
Σειρά:IEEE Access
Θέματα:
Διαθέσιμο Online:https://ieeexplore.ieee.org/document/10538232/