Survey of intrusion detection systems: techniques, datasets and challenges

A Khraisat, I Gondal, P Vamplew, J Kamruzzaman - Cybersecurity, 2019 - Springer
Cyber-attacks are becoming more sophisticated and thereby presenting increasing
challenges in accurately detecting intrusions. Failure to prevent the intrusions could degrade …

A critical review of intrusion detection systems in the internet of things: techniques, deployment strategy, validation strategy, attacks, public datasets and challenges

A Khraisat, A Alazab - Cybersecurity, 2021 - Springer
Abstract The Internet of Things (IoT) has been rapidly evolving towards making a greater
impact on everyday life to large industrial systems. Unfortunately, this has attracted the …

A novel ensemble of hybrid intrusion detection system for detecting internet of things attacks

A Khraisat, I Gondal, P Vamplew, J Kamruzzaman… - Electronics, 2019 - mdpi.com
The Internet of Things (IoT) has been rapidly evolving towards making a greater impact on
everyday life to large industrial systems. Unfortunately, this has attracted the attention of …

An intrusion detection system using network traffic profiling and online sequential extreme learning machine

R Singh, H Kumar, RK Singla - Expert Systems with Applications, 2015 - Elsevier
Abstract Anomaly based Intrusion Detection Systems (IDS) learn normal and anomalous
behavior by analyzing network traffic in various benchmark datasets. Common challenges …

Hybrid intrusion detection system based on the stacking ensemble of c5 decision tree classifier and one class support vector machine

A Khraisat, I Gondal, P Vamplew, J Kamruzzaman… - Electronics, 2020 - mdpi.com
Cyberttacks are becoming increasingly sophisticated, necessitating the efficient intrusion
detection mechanisms to monitor computer resources and generate reports on anomalous …

Internet attacks and intrusion detection system: A review of the literature

R Singh, H Kumar, RK Singla, RR Ketti - Online Information Review, 2017 - emerald.com
Purpose The paper addresses various cyber threats and their effects on the internet. A
review of the literature on intrusion detection systems (IDSs) as a means of mitigating …

Metamorphic malware and obfuscation: a survey of techniques, variants, and generation kits

K Brezinski, K Ferens - Security and Communication Networks, 2023 - Wiley Online Library
The competing landscape between malware authors and security analysts is an ever‐
changing battlefield over who can innovate over the other. While security analysts are …

A closer look at intrusion detection system for web applications

N Agarwal, SZ Hussain - Security and Communication …, 2018 - Wiley Online Library
Intrusion Detection System (IDS) acts as a defensive tool to detect the security attacks on the
web. IDS is a known methodology for detecting network‐based attacks but is still immature …

A quasi-newton neural network based efficient intrusion detection system for wireless sensor network

G Alagarsamy, J Shanthini… - … Systems Science and …, 2023 - researchportal.hw.ac.uk
Abstract In Wireless Sensor Networks (WSN), attacks mostly aim in limiting or eliminating the
capability of the network to do its normal function. Detecting this misbehaviour is a …

An effective bootstrap** framework for web services discovery using trigram approach

G Senthil Kumar, K Ramana… - Mobile Information …, 2022 - Wiley Online Library
Web services are progressively being used to comprehend service‐oriented architectures.
Web services facilitate the integration of applications and simplify interoperability …