SimCSE for Encrypted Traffic Detection and Zero-Day Attack Detection

SimCSE for Encrypted Traffic Detection and Zero-Day Attack Detection

Traffic detection has attracted much attention in recent years, playing an essential role in intrusion detection systems (IDS). This paper proposes a new approach for traffic detection at the packet level, inspired by natural language processing (NLP), using simple contrastive learning of sentence e...

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Bibliographic Details
Main Authors: Rotem Bar, Chen Hajaj
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Access
Subjects:
Network traffic
SimCSE
packet capture
Word2vec
cyber security
Online Access:https://ieeexplore.ieee.org/document/9780135/

Internet

https://ieeexplore.ieee.org/document/9780135/

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