Tuesday, December 31, 2024

International Journal of Network Security & Its Applications (IJNSA) - ERA, WJCI Indexed

#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, WJCI Indexed

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

Webpage URL:

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

Wikicfp URL: http://www.wikicfp.com/cfp/servlet/event.showcfp?eventid=179570

Submission Deadline: January 04, 2025

Contact us:

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

Submission URL:

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

Monday, December 30, 2024

International Journal of Network Security & Its Applications (IJNSA) - ERA, WJCI Indexed

#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, WJCI Indexed

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

Webpage URL:

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

Submission Deadline: January 04, 2025

Contact us:

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

Submission URL:

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

Thursday, December 26, 2024

International Journal of Network Security & Its Applications (IJNSA) - ERA, WJCI Indexed

#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, WJCI Indexed

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

Webpage URL:

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

December 2024: Top 10 Read Articles in Network Security and Its Applications

https://www.academia.edu/126597857/December_2024_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

Submission URL:

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

Wednesday, December 25, 2024

International Journal of Network Security & Its Applications (IJNSA) - ERA, WJCI Indexed

International Journal of Network Security & Its Applications (IJNSA) - ERA, WJCI Indexed

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

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

Blockmedcare: Advancing Healthcare Through Blockchain Integration with AI and IOT

Oliver Simonoski and Dijana Capeska Bogatinoska, University of Information Science and Technology, Macedonia

Abstract

This research explores the integration of blockchain technology in healthcare, focusing on enhancing the security and efficiency of Electronic Health Record (EHR) management. We propose a novel Ethereum based system that empowers patients with secure control over their medical data. Our approach addresses key challenges in healthcare blockchain implementation, including scalability, privacy, and regulatory compliance. The system incorporates digital signatures, Role-Based Access Control, and a multi-layered architecture to ensure secure, controlled access. We developed a decentralized application (dApp) with user-friendly interfaces for patients, doctors, and administrators, demonstrating the practical application of our solution. A survey among healthcare professionals and IT experts revealed strong interest in blockchain adoption, while also highlighting concerns about integration costs. The study explores future enhancements, including integration with IoT devices and AI-driven analytics, contributing to the evolution of secure, efficient, and interoperable healthcare systems that leverage cutting-edge technologies for improved patient care.

Keywords

blockchain in healthcare, EHR management, data security, Ethereum, smart contracts, patient empowerment, interoperability

Abstract URL: http://aircconline.com/abstract/ijnsa/v16n6/16624ijnsa04.html

Original Source URL: https://aircconline.com/ijnsa/V16N6/16624ijnsa04.pdf

Volume URL: https://airccse.org/journal/jnsa24_current.html

Sunday, December 22, 2024

International Journal of Network Security & Its Applications (IJNSA) - ERA, WJCI Indexed

#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, WJCI Indexed

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

Webpage URL:

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

Submission Deadline: December 28, 2024

Contact us:

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

Submission URL:

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

Thursday, December 19, 2024

International Journal of Network Security & Its Applications (IJNSA) - ERA, WJCI Indexed

#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, WJCI Indexed

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

Webpage URL:

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

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

Contact us:

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

Submission URL:

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

Wednesday, December 18, 2024

14th International Conference on Mobile & Wireless Networks (MoWiN 2025)


 
Welcome To MoWiN 2025
 
Research Paper Submission..!!!
 
#conference #ConferencePaper #research #researchpaper #denmark #Papersubmission #publishing #proceeding  #ConferencePaper #researcherlife #students #PhD #phdstudent #networks #communication #computernetworks #security #mobilecomputing #mobilecommunication #wireless #adhoc #protocols #wirelessnetworks #sensors #sensornetwork
 
14th International Conference on Mobile & Wireless Networks (MoWiN 2025)
January 25 ~ 26, 2025, Copenhagen, Denmark
 
Webpage URL :
https://ccseit2025.org/mowin/index
 
Contact Us
Here's where you can reach us : mowin@ccseit2025.org (or) mowinconf@yahoo.com
 
Paper Submission URL : https://ccseit2025.org/submission/index

International Journal of Network Security & Its Applications (IJNSA) - ERA, WJCI Indexed

International Journal of Network Security & Its Applications (IJNSA) - ERA, WJCI Indexed

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

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

A Thorough Study of the Internet of Things: from Core Components to Security and Applications

Jean Pierre Ntayagabiri1, Youssef Bentaleb2, Jeremie Ndikumagenge3 and Hind EL Makhtoum4 1, 3University of Burundi, Burundi, 2, 4Ibn Tofaïl University, Morocco

Abstract

The Internet of Things (IoT) is a rapidly evolving technology that is disrupting industries and transforming lifestyles. This promising technology offers numerous benefits, but it also raises important questions and challenges. This article aims to explore how IoT can revolutionize connectivity and automation in different domains, as well as the challenges and implications to consider for responsible development and adoption of this technology. It provides an in-depth exploration of IoT technology, from its definition and components to its current applications. It also addresses potential security issues associated with IoT and the measures that can be taken to mitigate them. Finally, it explores the various ways in which IoT can be applied to improve our lives. This research aims to contribute to the understanding of the IoT and its potential impact on society.

Keywords

Actuators, Sensors, Internet of Things, Connectivity, Automation

Abstract URL: http://aircconline.com/abstract/ijnsa/v16n6/16624ijnsa03.html

Original Source URL: https://aircconline.com/ijnsa/V16N6/16624ijnsa03.pdf

Volume URL: https://airccse.org/journal/jnsa24_current.html

Tuesday, December 17, 2024

International Journal of Network Security & Its Applications (IJNSA) - ERA, WJCI Indexed

#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, WJCI Indexed

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

Webpage URL:

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

Submission Deadline: December 20, 2024

Contact us:

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

Submission URL:

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

Monday, December 16, 2024

International Journal of Network Security & Its Applications (IJNSA) - ERA, WJCI Indexed

#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, WJCI Indexed

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

Webpage URL:

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

Submission Deadline: December 20, 2024

Contact us:

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

Submission URL:

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

Thursday, December 12, 2024

International Journal of Network Security & Its Applications (IJNSA) - ERA, WJCI Indexed

#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, WJCI Indexed

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

Webpage URL:

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

Wikicfp URL: http://www.wikicfp.com/cfp/servlet/event.showcfp?eventid=179570

Submission Deadline: December 20, 2024

Contact us:

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

Submission URL:

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

Wednesday, December 11, 2024

International Journal of Network Security & Its Applications (IJNSA) - ERA, WJCI Indexed

#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, WJCI Indexed

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

Webpage URL:

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

Submission Deadline: December 20, 2024

Contact us:

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

Submission URL:

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

Tuesday, December 10, 2024

International Journal of Network Security & Its Applications (IJNSA) - ERA, WJCI Indexed

International Journal of Network Security & Its Applications (IJNSA) - ERA, WJCI Indexed

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

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

Improving Intrusion Detection System using the Combination of Neural Network and Genetic Algorithm

Amin Dastanpour1, Amirabbas Farizani1 and Raja Azlina Raja Mahmood2 1Kerman institute of higher education, Iran, 2University Putra Malaysia, Malaysia

Abstract

One of the essential issues in network-based systems is a fault attack which is caused by intrusion. It is the responsibility of intrusion detection to provide capabilities such as adaptation, fault tolerance, high computational speed, and error resilience in the face of noisy information. Thus, the construction of an efficient intrusion detection model is highly appreciated to increase the detection rates as well as to decrease false detection. Currently, researchers are more focusing on abnormal behaviour of network as this system can easily recognize new attacks without updating the daily recognized databases. However, the capability of current developing machine learning algorithms suffers from inefficient use of intrusion detection particularly once it involved some huge datasets of irrelevant and redundant features. The main objective of this thesis is to achieve the higher detection rate with lower false detection for attack recognition in order to support efficient application of intrusion detection. To achieve this goal, a new machine learning model was designed and developed to provide intelligent recognition with new attack patterns. New proposed and improved algorithm GA-ANN is constructed to support the proof of concept. For evaluation, five datasets namely KDD CUP 99 from the online data repositories are used in the experiment. In the above scenarios, GA-ANN provides the highest detection rate for pattern recognition which was 98.98% based on 18 selected features. This means that the proposed IDS model is significant and increases the network security.

Keywords

Intrusion detection system, Neural network, Genetic algorithm

Abstract URL: http://aircconline.com/abstract/ijnsa/v16n6/16624ijnsa02.html

Original Source URL: https://aircconline.com/ijnsa/V16N6/16624ijnsa02.pdf

Volume URL: https://airccse.org/journal/jnsa24_current.html

8th International Conference on Natural Language Processing and Trends (NATAP 2025)

#naturallanguageprocessing #NLP #NLPTechniques #ontology #linguistics #informationretrieval #phonology #morphology #SemanticProcessing #textmining #informationextraction #spokenlanguageprocessing #SpeechRecognition #engineering #ComputerScience #informationtechnology #paraphrasing #sentimentanalysis #transferlearning #multimodal #Entailment #synthesis

Submit Your Research Articles...!!!

Welcome To NATAP 2025

8th International Conference on Natural Language Processing and Trends (NATAP 2025)

March 22 ~ 23, 2025, Sydney, Australia

Webpage URL: https://csita2025.org/natap/index

Submission Deadline: December 14, 2024

Contact us:

Here's where you can reach us: natap@csita2025.org (or) natapconference@yahoo.com

Submission URL: https://csita2025.org/submission/index.php


Monday, December 9, 2024

International Journal of Network Security & Its Applications (IJNSA) - ERA, WJCI Indexed

#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, WJCI Indexed

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

Webpage URL:

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

Submission Deadline: December 10, 2024

Contact us:

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

Submission URL:

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

Thursday, December 5, 2024

International Journal of Network Security & Its Applications (IJNSA) - ERA, WJCI Indexed

#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, WJCI Indexed

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

Webpage URL:

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

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

Submission Deadline: December 10, 2024

Contact us:

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

Submission URL:

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

Wednesday, December 4, 2024

International Journal of Network Security & Its Applications (IJNSA) - ERA, WJCI Indexed

#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, WJCI Indexed

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

Webpage URL:

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

Wikicfp URL: http://www.wikicfp.com/cfp/servlet/event.showcfp?eventid=179570

Submission Deadline: December 10, 2024

Contact us:

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

Submission URL:

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

International Journal of Network Security & Its Applications (IJNSA) - ERA, WJCI Indexed

International Journal of Network Security & Its Applications (IJNSA) - ERA, WJCI Indexed

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

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

Deep Learning Approach for Detection of Phishing Attack to Strengthen Network Security

Hadeer Alsubaie, Rahaf Althomali and Samah Alajmani, Taif University, Saudi Arabia

Abstract

Phishing attacks are one of the most aggressive vulnerabilities in cybersecurity networks, typically carried out through social engineering and URL obfuscation. Traditional detection methods struggle to combat advanced techniques applied. In this paper, a deep learning-based approach is proposed to increase the accuracy of phishing detection while reducing the number of false positives. Four models: CNN-BLSTM, SNN, Transformer, and DBN, are developed and evaluated on a phishing dataset that includes critical features such as URL structure, domain age, and presence of HTTPS. The other model, CNN-BLSTM, achieved 98.9% better accuracy, effectively linking URL sequences in space and time. It is found that although deep learning models have a significant improvement over traditional methods in detecting phishing attacks, the level of computational resources still prevents them from real-time applications. Further research includes hybrid models and adversarial approaches to improve state-ofthe-art and practical solutions to address phishing threats. This study highlights a new technological application to Internet security concerns, particularly in the area of combating phishing.

Keywords

Network Cybersecurity, Phishing Detection, URL, Web security, Deep Learning

Abstract URL: http://aircconline.com/abstract/ijnsa/v16n6/16624ijnsa01.html

Original Source URL: https://aircconline.com/ijnsa/V16N6/16624ijnsa01.pdf

Volume URL: https://airccse.org/journal/jnsa24_current.html

Tuesday, December 3, 2024

International Journal of Network Security & Its Applications (IJNSA) - ERA, WJCI Indexed

#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, WJCI Indexed

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

Webpage URL:

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

Submission Deadline: December 10, 2024

Contact us:

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

Submission URL:

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

Sunday, December 1, 2024

International Journal of Network Security & Its Applications (IJNSA) - Current Issue: November 2024, Volume 16, Number 6

#networksecurity #security #network #blockchain #technology #cybersecurity #artificialintelligence #machinelearning #database #systemsecurity #optimization #internetsecurity #mobile #adhoc #sensors #protocols #Management #intrusion #detection #prevention

International Journal of Network Security & Its Applications (IJNSA) - ERA, WJCI Indexed

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

Current Issue: November 2024, Volume 16, Number 6

Deep Learning Approach for Detection of Phishing Attack to Strengthen Network Security

Hadeer Alsubaie, Rahaf Althomali and Samah Alajmani, Taif University, Saudi Arabia

Abstract URL: http://aircconline.com/abstract/ijnsa/v16n6/16624ijnsa01.html

Original Source URL: https://aircconline.com/ijnsa/V16N6/16624ijnsa01.pdf

Improving Intrusion Detection System using the Combination of Neural Network and Genetic Algorithm

Amin Dastanpour1, Amirabbas Farizani1 and Raja Azlina Raja Mahmood2 1Kerman institute of higher education, Iran, 2University Putra Malaysia, Malaysia

Abstract URL: http://aircconline.com/abstract/ijnsa/v16n6/16624ijnsa02.html

Original Source URL: https://aircconline.com/ijnsa/V16N6/16624ijnsa02.pdf

A Thorough Study of the Internet of Things: from Core Components to Security and Applications

Jean Pierre Ntayagabiri1, Youssef Bentaleb2, Jeremie Ndikumagenge3 and Hind EL Makhtoum4 1,3University of Burundi, Burundi, 2,4Ibn Tofaïl University, Morocco

Abstract URL: http://aircconline.com/abstract/ijnsa/v16n6/16624ijnsa03.html

Original Source URL: https://aircconline.com/ijnsa/V16N6/16624ijnsa03.pdf

Blockmedcare: Advancing Healthcare Through Blockchain Integration with AI and IOT

Oliver Simonoski and Dijana Capeska Bogatinoska, University of Information Science and Technology, Macedonia

Abstract URL: http://aircconline.com/abstract/ijnsa/v16n6/16624ijnsa04.html

Original Source URL: https://aircconline.com/ijnsa/V16N6/16624ijnsa04.pdf

Hybrid Deep Learning Approach for Enhanced Detection and Mitigation of DDOS Attack in SDN Networks

Ahlam Alsufyani, Bashayer Alotaibi and Samah Alajmani, Taif University, Saudi Arabia

Abstract URL: http://aircconline.com/abstract/ijnsa/v16n6/16624ijnsa05.html

Original Source URL: https://aircconline.com/ijnsa/V16N6/16624ijnsa05.pdf

Profitable uses of Artificial Intelligence and Machine Learning to Secure our Data

Nikitha Merilena Jonnada, University of the Cumberlands, USA

Abstract URL: http://aircconline.com/abstract/ijnsa/v16n6/16624ijnsa06.html

Original Source URL: https://aircconline.com/ijnsa/V16N6/16624ijnsa06.pdf

A Comprehensive Analysis of Network Scanning and Security Assessment Tool

Archita1 and Ruchi Tuli2, 1Netaji Subhash University of Technology, India 2Jubail Industrial College, Kingdom of Saudi Arabia

Abstract URL: http://aircconline.com/abstract/ijnsa/v16n6/16624ijnsa07.html

Original Source URL: https://aircconline.com/ijnsa/V16N6/16624ijnsa07.pdf

Volume URL: https://airccse.org/journal/jnsa24_current.html

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International Journal of Network Security & Its Applications (IJNSA) - ERA, WJCI Indexed

#networksecurity #artificialintelligence #machinelearning #security #blockchain #technology #cybersecurity #cloud #fog #edge #crytography #p...