International Journal of Network Security & Its Applications (IJNSA)

#cyberattack #ethicalhacking #datasecurity #tech #itsecurity #internet #computerscience #server #dataprivacy #intrusion #detection #prevention #mobile #adhoc #sensor #p2p #networkmanagement #virtualmachines #vanet #socialnetwork #ddos #trust #privacy #wirelessnetwork #ubiquitouscomputing #virus #worms #trojan #hacking #ransomware #computer #datacenter #network #optimization #database #systemsecurity #spam #phishing #email #iot #internetsecurity #cloudsecurity #malware #firewall #bigdata #informationsecurity #cloudcomputing #dataprotection #networking #cloudstorage #cybercrime

International Journal of Network Security & Its Applications (IJNSA)

ISSN: 0974 - 9330 (Online); 0975 - 2307 (Print)

Over 66% of the IJNSA published articles cited.

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International Journal of Network Security & Its Applications (IJNSA)

International Journal of Network Security & Its Applications (IJNSA)

ISSN: 0974 - 9330 (Online); 0975 - 2307 (Print)

Webpage URL: https://airccse.org/journal/ijnsa.html

A Survey on the Use of Data Clustering for Intrusion Detection System in Cybersecurity

Binita Bohara1, Jay Bhuyan1, Fan Wu1 and Junhua Ding2, 1Tuskegee University, USA and 2University of North Texas, USA

Abstract

In the present world, it is difficult to realize any computing application working on a standalone computing device without connecting it to the network. A large amount of data is transferred over the network from one device to another. As networking is expanding, security is becoming a major concern. Therefore, it has become important to maintain a high level of security to ensure that a safe and secure connection is established among the devices. An intrusion detection system (IDS) is therefore used to differentiate between the legitimate and illegitimate activities on the system. There are different techniques are used for detecting intrusions in the intrusion detection system. This paper presents the different clustering techniques that have been implemented by different researchers in their relevant articles. This survey was carried out on 30 papers and it presents what different datasets were used by different researchers and what evaluation metrics were used to evaluate the performance of IDS. This paper also highlights the pros and cons of each clustering technique used for IDS, which can be used as a basis for future work.

Keywords

Intrusion detection system, clustering technique, network security

Abstract URL: http://aircconline.com/abstract/ijnsa/v12n1/12120ijnsa01.html

Original Source URL: https://aircconline.com/ijnsa/V12N1/12120ijnsa01.pdf

Volume URL: https://airccse.org/journal/jnsa20_current.html

International Journal of Network Security & Its Applications (IJNSA)

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Welcome To IJNSA

International Journal of Network Security & Its Applications (IJNSA) - ERA Indexed, H Index - 52

ISSN: 0974 - 9330 (Online); 0975 - 2307 (Print)

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For More Information: https://airccse.org/journal/ijnsa.html

International Journal of Network Security & Its Applications (IJNSA) - ERA Indexed, H Index - 52

#networksecurity #artificialintelligence #machinelearning #security #blockchain #technology #cybersecurity #cloud #fog #edge #crytography #protocols #datacenter #network #optimization #database #systemsecurity #spam #phishing #email #iot #internetsecurity #intrusion #detection #prevention #mobile #adhoc #sensor #p2p #networkmanagement #virtualmachines #vanet #socialnetwork #ddos #trust #privacy #wirelessnetwork #ubiquitouscomputing #virus #worms #trojan #hacking #ransomware #computer #cloudsecurity #malware #firewall #bigdata #informationsecurity #cloudcomputing #dataprotection #networking #cloudstorage #cybercrime #cyberattack #ethicalhacking #datasecurity #tech #itsecurity #internet #computerscience #server #dataprivacy

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Welcome To IJNSA

International Journal of Network Security & Its Applications (IJNSA) - ERA Indexed, H Index - 52

ISSN: 0974 - 9330 (Online); 0975 - 2307 (Print)

Webpage URL: https://airccse.org/journal/ijnsa.html

Submission Deadline: July 04, 2026

Contact us:

Here's where you can reach us: ijnsa@aircconline.com (or) ijnsa@airccse.org (or) ijnsajournl@gmail.com

Submission URL: https://airccse.com/submissioncs/home.html

International Journal of Network Security & Its Applications (IJNSA)

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International Journal of Network Security & Its Applications (IJNSA) - ERA Indexed, H Index - 52

ISSN: 0974 - 9330 (Online); 0975 - 2307 (Print)

Google Scholar URL: https://scholar.google.co.in/citations?hl=en&user=lhj_6AYAAAAJ

Citations 12472   h-index 52   i10-index 220

For More Details, Please Visit Us: https://airccse.org/journal/ijnsa.html

International Journal of Network Security & Its Applications (IJNSA)

International Journal of Network Security & Its Applications (IJNSA)

https://airccse.org/journal/ijnsa.html

h-index: 52 ; Cited publications percentage: 65.9% ;ERA Indexing  

The International Journal of Network Security & Its Applications (IJNSA) is a leading peer reviewed, open access journal published by the Academy and Industry Research Collaboration Center (AIRCC). With a strong global footprint and a long-standing commitment to advancing cybersecurity scholarship, IJNSA has established itself as a trusted venue for high quality research in computer security, network defense, applied cryptography, and emerging digital protection technologies.

Explore IJNSA’s Citation Profile

For detailed citation metrics and publication impact insights, readers may refer to the journal’s Google Scholar profile: IJNSA Google Scholar Citations

https://www.scilit.com/sources/21484