International Journal of Network Security & Its Applications (IJNSA) (ERA Indexed, H Index - 51)

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International Journal of Network Security & Its Applications (IJNSA) (ERA Indexed, H Index - 51)

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

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

Paper Title: Using Rough Set and Support Vector Machine for Network Intrusion Detection

PDF URL: https://airccse.org/journal/nsa/0409s1.pdf

Authors are invited to submit papers for this journal through Submission System.

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

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#CyberSecurity #NetworkSecurity #IntrusionDetection #MachineLearning #SVM #RoughSetTheory #FeatureSelection #AnomalyDetection #DataMining #CyberDefense

International Journal of Network Security & Its Applications (IJNSA)

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International Journal of Network Security & Its Applications (IJNSA)

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

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

Allconferencecfpalerts URL: https://allconferencecfpalerts.com/cfp/view.php?eno=68512

Contact us:

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

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

PDMLP: Phishing Detection using Multilayer Perceptron

Saad Al-Ahmadi and Tariq Lasloum, King Saud University, Saudi Arabia

Abstract

A phishing website is a significant problem on the internet. It’s one of the Cyber-attack types where attackers try to obtain sensitive information such as username and password or credit card information. The recent growth in deploying a Detection phishing URL system on many websites has resulted in a massive amount of available data to predict phishing websites. In this paper, we purpose a new method to develop a phishing detection system called phishing detection based on a multilayer perceptron (PDMLP), which used on two types of datasets. The performance of these mechanisms evaluated in terms of Accuracy, Precision, Recall, and F-measure. Results showed that PDMLP provides better performance in comparison to KNN, SVM, C4.5 Decision Tree, RF, and RoF to classifiers.

Keywords

MLP, Phishing, machine learning, Features

Abstract URL: http://aircconline.com/abstract/ijnsa/v12n3/12320ijnsa04.html

Original Source URL: https://aircconline.com/ijnsa/V12N3/12320ijnsa04.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 - 51

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

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International Journal of Network Security & Its Applications (IJNSA) - ERA Indexed, H Index - 51

#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

Submit Your Research Articles...!!!

Welcome To IJNSA

International Journal of Network Security & Its Applications (IJNSA) - ERA Indexed, H Index - 51

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

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

Submission Deadline: September 05, 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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Submit Your Research Articles...!!!

International Journal of Network Security & Its Applications (IJNSA)

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

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

Citations 11994   h-index 51   i10-index 212

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7th International Conference on Cloud Computing, Security and Blockchain (CLSB 2026)

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7th International Conference on Cloud Computing, Security and Blockchain (CLSB 2026)

 

October 17 ~ 18, 2026, Sydney, Australia

 

https://clsb2026.org/

 

Submission Deadline: August 29, 2026

 

Contact us: clsb@clsb2026.org

 

Submission URL: https://csity2026.org/submission/index.php

 

#computerscience #Engineering #informationtechnology #DigitalSignalProcessing #informationtheory #internetofthings #machinelearning #naturallanguageprocessing #network #communication #parallelcomputing #mobilenetworks #DistributedComputing #WirelessNetworks #BigData #blockchain #Cryptography #computationalintelligence #datamining #computergraphics #deeplearning #DevOps #semantics #verification #algorithm #DataStructures #animation #computation