An Adaptable Deep Learning-Based Intrusion Detection System to Zero-Day Attacks

no code implementations • 20 Aug 2021 • Mahdi Soltani, Behzad Ousat, Mahdi Jafari Siavoshani, Amir Hossein Jahangir

In this paper, we propose a framework for deep learning-based IDSes addressing new attacks.

Clustering Intrusion Detection +1

A Content-Based Deep Intrusion Detection System

no code implementations • 14 Jan 2020 • Mahdi Soltani, Mahdi Jafari Siavoshani, Amir Hossein Jahangir

In this work, we propose a framework, called deep intrusion detection (DID) system, that uses the pure content of traffic flows in addition to traffic metadata in the learning and detection phases of a passive DNN IDS.

BIG-bench Machine Learning Intrusion Detection