Search Results - subject:"Intrusion detection system"

A comparative assessment of machine learning algorithms in the IoT-based network intrusion detection systems

Samantaray, Milan; Barik, Ram Chandra; Biswal, Anil Kumar - In: Decision analytics journal 11 (2024), pp. 1-16

The rapid increase in online risks is a reflection of the exponential growth of Internet of Things (IoT) networks. Researchers have proposed numerous intrusion detection techniques to mitigate the harm caused by these threats. Enterprises use intrusion detection systems (IDSs) and intrusion...

Persistent link: https://www.econbiz.de/10015107880

A new two-phase intrusion detection system with Naïve Bayes machine learning for data classification and elliptic envelop method for anomaly detection

Vishwakarma, Monika; Kesswani, Nishtha - In: Decision analytics journal 7 (2023), pp. 1-8

Internet of Things (IoT), demonstrates an impressive performance in fast-forward development. Intrusion Detection System (IDS …

Persistent link: https://www.econbiz.de/10014436765

DIDS : a Deep Neural Network based real-time Intrusion detection system for IoT

Vishwakarma, Monika; Kesswani, Nishtha - In: Decision analytics journal 5 (2022), pp. 1-9

anomaly-based Intrusion Detection System (IDS) is used to identify and categorize assaults. Machine Learning (ML) and Deep … this article, we have proposed a deep neural network-based intrusion detection system to identify malicious packets in real …

Persistent link: https://www.econbiz.de/10014337042