A benchmark finds supervised MLP and CNN detect known attacks almost perfectly but miss most novel attacks, while OCSVM generalizes better to unseen threats.
Research on enhancing cloud computing network security using artificial intelligence algorithms,
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Robust Anomaly Detection in Network Traffic: Evaluating Machine Learning Models on CICIDS2017
A benchmark finds supervised MLP and CNN detect known attacks almost perfectly but miss most novel attacks, while OCSVM generalizes better to unseen threats.