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 63% of the IJNSA published articles cited.

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

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)

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

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

AI-Enhanced Network Traffic Analysis for Preventing Fraud Payment in Banks

Balavardhan Reddy1 and Amir Ahmed Ansari2, 1University of the Cumberlands, USA, 2Indiana Wesleyan University, USA

Abstract

The expansion in the use of digital banking, mobile payment services, and online financial services has put tremendous pressure on banking networks, making them vulnerable to sophisticated payment fraud schemes. The inflexibility of rule-based systems in detecting sophisticated payment fraud has led to the need for smarter solutions to detect payment fraud in banking networks. This study presents a framework for artificial intelligence-based network traffic analysis to detect payment fraud in banking networks. The proposed framework utilizes artificial intelligence to process vast amounts of data regarding network activities in real-time to detect payment fraud in banking networks. The study presents artificial intelligence-based network traffic analysis to detect payment fraud in banking networks. The proposed framework utilizes artificial intelligence to process vast amounts of data regarding network activities in real-time to detect payment fraud in banking networks. The proposed framework has been found to improve the accuracy of payment fraud detection in banking networks compared to rule-based systems. The proposed framework has been found to improve the accuracy of payment fraud detection in banking networks compared to rule-based systems.

Keywords

In the digital finance domain, AI is responsible for intelligent network traffic analysis, which increases payment fraud detection and improves banking cybersecurity. Machine learning is the basis for anomaly detection, providing financial security and improving digital banking fraud prevention

Abstract URL: http://aircconline.com/abstract/ijnsa/v18n2/18226ijnsa05.html

Original Source URL: https://aircconline.com/ijnsa/V18N2/18226ijnsa05.pdf

Volume URL: https://airccse.org/journal/jnsa26_current.html

International Journal of Network Security & Its Applications (IJNSA)

#CallForPapers #CallForAbstracts #callforsubmissions #Papersubmission #deadline #online #article #articlesubmission #articlepublishing #papers #research #researchpaper #researchpublication #publication #Submission #submitnow #submissionsopen #SubmitYourPaper #SubmitYourAbstract #submityourwork

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: May 02, 2026

WikiCFP URL: http://www.wikicfp.com/cfp/servlet/event.showcfp?eventid=190234

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

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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: May 02, 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) - ERA Indexed, H Index - 52

#CallForPapers #CallForAbstracts #callforsubmissions #Papersubmission #deadline #online #article #articlesubmission #articlepublishing #papers #research #researchpaper #researchpublication #publication #Submission #submitnow #submissionsopen #SubmitYourPaper #SubmitYourAbstract #submityourwork

Welcome To IJNSA [May 2026, Volume 18, Number 3]

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

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

Current Issue URL: https://airccse.org/journal/jnsa26_current.html

Paper Submission

Authors are invited to submit papers for this journal through Submission System. Submissions must be original and should not have been published previously or be under consideration for publication while being evaluated for this Journal.

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

Contact us:

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

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

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

From Pipelines to Platforms: The Impact of Platform-Centric Data Architecture on Enterprise AI in Regulated Industries

Mohammed Arbaaz Shareef, Anblicks, USA

Abstract

The article discusses the transition from pipeline-oriented data engineering to platform-centric data management as enterprises scale AI operations under regulatory constraints. The practical motivation stems from the rising complexity of heterogeneous sources, the growing demand for traceability, and operational friction caused by isolated ETL pipelines that fragment quality controls and accountability. Scientific novelty lies in aligning platform concepts (lakehouse unification, data products, mesh/fabric logics, and governed feature stores) with governance requirements for auditability and trustworthy AI lifecycle oversight. The article aims to analytically substantiate how platform-centric data design affects delivery speed, reuse economics, and compliance posture compared to pipeline-first operating models. The study relies on a comparative synthesis of recent peer-reviewed literature on open data platforms, data products, data fabric paradigms, and feature store architectures, complemented by governance research on data quality management and responsible AI governance. The conclusion formulates structured implications for regulated enterprises designing AI-ready data foundations.

Keywords

platform-centric data architecture, data platform, lakehouse, data products, data mesh

Abstract URL: http://aircconline.com/abstract/ijnsa/v18n2/18226ijnsa04.html

Original Source URL: https://aircconline.com/ijnsa/V18N2/18226ijnsa04.pdf

Volume URL: https://airccse.org/journal/jnsa26_current.html

International Journal of Network Security & Its Applications (IJNSA)

#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

Submit Your Research Articles...!!!

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

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

April 2026 - Top 10 Read Articles in Network Security and Its Applications

https://www.academia.edu/165823989/April_2026_Top_10_Read_Articles_in_Network_Security_and_Its_Applications

Contact us:

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

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