ARLIF-IDS -- Attention augmented Real-Time Isolation Forest Intrusion Detection System. (arXiv:2204.09737v1 [cs.CR])

Distributed Denial of Service (DDoS) attack is a malicious attempt to disrupt
the normal traffic of a targeted server, service or network by overwhelming the
target or its surrounding infrastructure with a flood of Internet traffic.
Emerging technologies such as the Internet of Things and Software Defined
Networking leverage lightweight strategies for the early detection of DDoS
attacks. Previous literature demonstrates the utility of lower number of
significant features for intrusion detection. Thus, it is essential to have a
fast …

attention detection ids intrusion intrusion detection isolation system