Results 11 to 20 of about 13,753 (257)

Green Intrusion Detection Systems: A Comprehensive Review and Directions [PDF]

open access: yesSensors
Intrusion detection systems have proliferated with varying capabilities for data generation and learning towards detecting abnormal behavior. The goal of green intrusion detection systems is to design intrusion detection systems for energy efficiency ...
Swapnoneel Roy   +2 more
doaj   +2 more sources

Adversarial attacks against supervised machine learning based network intrusion detection systems [PDF]

open access: yesPLoS ONE, 2022
Adversarial machine learning is a recent area of study that explores both adversarial attack strategy and detection systems of adversarial attacks, which are inputs specially crafted to outwit the classification of detection systems or disrupt the ...
Ebtihaj Alshahrani   +3 more
doaj   +3 more sources

A Robust Network Intrusion Detection System Using Random Forest Based Random Subspace Ensemble to Defend Against Adversarial Attacks

open access: yesAdvances in Electrical and Computer Engineering, 2023
In recent years, machine learning (ML) has had a significant influence on the discipline of computer security. In network security, intrusion detection systems increasingly employ machine learning techniques.
NATHANIEL, D., SOOSAI, A.
doaj   +1 more source

HDLNIDS: Hybrid Deep-Learning-Based Network Intrusion Detection System

open access: yesApplied Sciences, 2023
Attacks on networks are currently the most pressing issue confronting modern society. Network risks affect all networks, from small to large. An intrusion detection system must be present for detecting and mitigating hostile attacks inside networks ...
Emad Ul Haq Qazi   +2 more
doaj   +1 more source

Evaluation of intrusion detection systems

open access: yesJournal of Research of the National Institute of Standards and Technology, 2003
This paper presents a comprehensive method for evaluating intrusion detection systems (IDSs). It integrates and extends ROC (receiver operating characteristic) and cost analysis methods to provide an expected cost metric. Results are given for determining the optimal operation of an IDS based on this expected cost metric.
Ulvila, Jacob W., Gaffney, John E.
openaire   +2 more sources

A survey of intrusion detection on industrial control systems

open access: yesInternational Journal of Distributed Sensor Networks, 2018
The modern industrial control systems now exhibit an increasing connectivity to the corporate Internet technology networks so as to make full use of the rich resource on the Internet.
Yan Hu   +4 more
doaj   +1 more source

Features of the Practical Implementation of the Method for Managing Observations of the State of Monitored Objects in Intrusion Detection Systems

open access: yesApplied Sciences, 2023
This article discusses the possibility of generalizing the existing methods of optimization of observations to the problems of resource management of intrusion detection systems.
Nikolay V. Boldyrikhin   +5 more
doaj   +1 more source

Performance Comparison of Support Vector Machine, Random Forest, and Extreme Learning Machine for Intrusion Detection

open access: yesIEEE Access, 2018
Intrusion detection is a fundamental part of security tools, such as adaptive security appliances, intrusion detection systems, intrusion prevention systems, and firewalls.
Iftikhar Ahmad   +3 more
doaj   +1 more source

Intrusion Detection System Based on Integrated System Calls Graph and Neural Networks

open access: yesIEEE Access, 2021
Computer security is one of the main challenges of today's technological infrastructures, whereas intrusion detection systems are one of the most widely used technologies to secure computer systems.
F. J. Mora-Gimeno   +3 more
doaj   +1 more source

A Systematic Review of Intrusion Detection using Hidden Markov Models: Approaches, Applications, and Challenges [PDF]

open access: yesمجله مدل سازی در مهندسی, 2018
Nowadays, due to the increasing use of the Internet, security of computer systems and networks has become one of the main quality of service (QoS) criteria in ICT-based services. Apart from using traditional security solutions in software systems such as
Ali Ahmadian Ramaki   +2 more
doaj   +1 more source

Home - About - Disclaimer - Privacy