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
Most Viewed Article for an Year:
Original Source URL: https://aircconline.com/ijnsa/V11N2/11219ijnsa05.pdf
Volume Link: https://airccse.org/journal/jnsa19_current.html
#nlp #artificialintelligence #informationretrieval #bigdata #bioinformatics #datamining #machinelearning #fuzzylogic #textmining #softcomputing #robotics #neuralnetworks #engineering #technology #computervision #deeplearning #ontologies #socialmedia #web #analytics #ubiquitouscomputing #naturallanguageprocessing #ai #knowledgerepresentation #multimedia #informationtechnology
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Welcome To NLAII 2023
International Conference on NLP, AI & Information Retrieval (NLAII 2023)
October 07 ~ 08, 2023, Virtual Conference
Webpage URL:
Submission Deadline: September 30, 2023 (Final Call)
Contact us:
Here's where you can reach us: nlaii@nlaii2023.org (or) nlaiiconf@yahoo.com
Submission URL:
https://nlaii2023.org/submission/index.php
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 Novel Evaluation Approach to Finding Lightweight Machine Learning Algorithms for Intrusion Detection in Computer Network
Yuchen Wang1, Shuxiang Xu2 and Qiongfang Huang1, 1Zhejiang University of Technology, China and 2University of Tasmania, Australia
Abstract
Building practical and efficient intrusion detection systems in computer network is important in industrial areas today and machine learning technique provides a set of effective algorithms to detect network intrusion. To find out appropriate algorithms for building such kinds of systems, it is necessary to evaluate various types of machine learning algorithms based on specific criteria. In this paper, we propose a novel evaluation formula which incorporates 6 indexes into our comprehensive measurement, including precision, recall, root mean square error, training time, sample complexity and practicability, in order to find algorithms which have high detection rate, low training time, need less training samples and are easy to use like constructing, understanding and analyzing models. Detailed evaluation process is designed to get all necessary assessment indicators and 6 kinds of machine learning algorithms are evaluated. Experimental results illustrate that Logistic Regression shows the best overall performance.
Keywords
Intrusion detection, Lightweight, Comprehensive evaluation, Machine learning algorithms
Original Source URL: https://aircconline.com/ijnsa/V7N6/7615ijnsa01.pdf
Volume URL: https://airccse.org/journal/jnsa15_current.html
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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: October 01, 2023
Contact us:
Here's where you can reach us: ijnsa@aircconline.com (or) ijnsa@airccse.org
Submission URL:
https://airccse.com/submissioncs/home.html
#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 #web2.0 #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
IJNSA is indexed in World Journal Clout Index (WJCI)
WJCI Impact Factor - 0.349
Submission Deadline: October 01, 2023
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
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
Citations, h-index, i10-index
Citations 10091 h-index 47 i10-index 191
Submission Deadline: September 22, 2023
Contact us:
Here's where you can reach us: ijnsa@aircconline.com (or) ijnsa@airccse.org
Submission URL:
https://airccse.com/submissioncs/home.html
Research Paper Submission..!!
4th International Conference on Big Data, IOT and Blockchain (BIBC 2023)
October 28 ~ 29, 2023, Vienna, Austria
https://www.csen2023.org/bibc/index
Contact Us
Here's where you can reach us : bibc@csen2023.org (or) bibcconf@yahoo.com
Submission Link : https://www.csen2023.org/submission/index.php
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
An Intellect Learning on E-Mail Security and Fraud, Spam and Phishing
P.S.Jagadeesh Kumar, S.Meenakshi Sundaram and Ranjeet Kumar, Don Bosco Institute of Technology, India
Abstract
Cybercrime has grown voluminous pleats with veneration to the development of first-hand technology. The flout towards cybercrime has become todays prime centric with developing countries frugality as well. Nonetheless hefty figure of security and privacy available with modern expertise; phishing, spam and email fraud are more equally exasperating. In this intellect learning, the authors’ primary interest is to make a healthy charge on phishing, spam and email fraud towards the wealthy personal information and realm.Official and business related information needs added exhaustive sanctuary and discretion from the hackers to be on the top in their one-to-one arena.
Keywords
Cybercrime, Phishing, Spam, Email fraud, Security and Privacy, Intellect learning
Original Source URL: https://airccse.org/journal/nsa/7515nsa03.pdf
Volume URL: https://airccse.org/journal/jnsa15_current.html
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=175267
Submission Deadline: September 22, 2023
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
ISSN:
0974 - 9330 (Online); 0975 - 2307 (Print)
https://airccse.org/journal/ijnsa.html
Citations
10079 h-index 47 i10-index 191
Scope & Topics
The International Journal of Network Security & Its Applications (IJNSA) is a bi monthly open access peer-reviewed journal that publishes articles which contribute new results in all areas of the computer Network Security & its applications. The journal focuses on all technical and practical aspects of security and its applications for wired and wireless networks. The goal of this journal is to bring together researchers and practitioners from academia and industry to focus on understanding Modern security threats and countermeasures, and establishing new collaborations in these areas.
Topics of Interest
include, but are not limited to, the following
Paper Submission
Authors are invited to submit papers for this journal through Email: ijnsa@aircconline.com or 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.
Important Dates
·
Submission Deadline: September 22, 2023
·
Acceptance
Notification: October 21, 2023
·
Final Manuscript
Due: October 28, 2023
· Publication Date: Determined by the Editor-in-Chief
Contact Us
Here's where you can reach us: ijnsa@airccse.org (or) ijnsa@aircconline.com
For other details, please visit: https://airccse.org/journal/ijnsa.html
Paper Submission Link: https://airccse.com/submissioncs/home.html
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: September 16, 2023
Contact us:
Here's where you can reach us: ijnsa@aircconline.com (or) ijnsa@airccse.org
Submission URL:
https://airccse.com/submissioncs/home.html
Call For Papers..!!
9th International Conference of Networks, Communications, Wireless and Mobile Computing (NCWC 2023)
Web page URL: https://www.csen2023.org/ncwc/index
Submission URL: https://www.csen2023.org/submission/index.php
SUBMIT NOW..!!
Contact Us: ncwc@csen2023.org (or) ncwcconference@gmail.com
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
Improved Steganographic Security by Applying an Irregular Image Segmentation and Hybrid Adaptive Neural Networks with Modified Ant Colony Optimization
Nameer N. El. Emam1 and Kefaya S. Qaddoum2, 1Philadelphia University, Jordan and 2Warwick University, UK
Abstract
In this paper, a new steganography algorithm has been suggested to enforce the security of data hiding and to increase the amount of payloads. This algorithm is based on four safety layers; the first safety layer has been initiated through compression and an encryption of a confidential message using a set partition in hierarchical trees (SPIHT) and advanced encryption standard (AES) mechanisms respectively. An irregular image segmentation algorithm (IIS) on a cover-image (Ic) has been constructed successfully in the second safety layer, and it is based on the adaptive reallocation segments' edges (ARSE) by applying an adaptive finite-element method (AFEM) to find the numerical solution of the proposed partial differential equation (PDE). An intelligent computing technique using a hybrid adaptive neural network with a modified ant colony optimizer (ANN_MACO) has been proposed in the third safety layer to construct a learning system. This system accepts entry using support vector machine (SVM) to generate input patterns as features of byte attributes and produces new features to modify a cover-image.
The significant innovation of the proposed novel steganography algorithm is applied efficiently on the forth safety layer which is more robust for hiding a large amount of confidential message reach to six bits per pixel (bpp) into color images. The new approach of hiding algorithm works against statistical and visual attacks with high imperceptible of hiding data into stego-images (Is). The experimental results are discussed and compared with the previous steganography algorithms; it demonstrates that the proposed algorithm has a significant improvement on the effect of the security level of steganography by making an arduous task of retrieving embedded confidential message from color images.
Keywords
Image segmentation, steganography, adaptive neural network, ACO, finite elements
Original Source URL: https://airccse.org/journal/nsa/7515nsa02.pdf
Volume URL: https://airccse.org/journal/jnsa15_current.html
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
Current Issue URL:
https://airccse.org/journal/jnsa23_current.html
Submission Deadline: September 16, 2023
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
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: September 09, 2023
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 Conference on Blockchain, Cybersecurity and Internet of Things (BCYIoT 2023)
October 07 ~ 08, 2023, Virtual Conference
Authors are invited to submit papers through the conference Submission System.
Submission Deadline Date:09-09-2023
Submission System URL:
https://bcyiot2023.org/submission/index.php
Contact Us:
Here's where you can reach us : bcyiot@bcyiot2023.org (or) bcyiotaconf@yahoo.com
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
ANDROINSPECTOR: A System for Comprehensive Analysis of Android Applications
Babu Rajesh V, Phaninder Reddy, Himanshu P and Mahesh U Patil, Centre for Development of Advanced Computing, India
Abstract
Android is an extensively used mobile platform and with evolution it has also witnessed an increased influx of malicious applications in its market place. The availability of multiple sources for downloading applications has also contributed to users falling prey to malicious applications. A major hindrance in blocking the entry of malicious applications into the Android market place is scarcity of effective mechanisms to identify malicious applications. This paper presents AndroInspector, a system for comprehensive analysis of an Android application using both static and dynamic analysis techniques. AndroInspector derives, extracts and analyses crucial features of Android applications using static analysis and subsequently classifies the application using machine learning techniques. Dynamic analysis includes automated execution of Android application to identify a set of pre-defined malicious actions performed by application at run-time.
Keywords
Mobile Security, Malware, Static Analysis, Dynamic Analysis, Android
Original Source URL: https://airccse.org/journal/nsa/7515nsa01.pdf
Volume URL: https://airccse.org/journal/jnsa15_current.html
International
Journal of Network Security & Its Applications (IJNSA) - ERA, WJCI Indexed
ISSN:
0974 - 9330 (Online); 0975 - 2307 (Print)
https://airccse.org/journal/ijnsa.html
Citations
10047 h-index 47 i10-index 188
Scope & Topics
The International Journal of Network Security & Its Applications (IJNSA) is a bi monthly open access peer-reviewed journal that publishes articles which contribute new results in all areas of the computer Network Security & its applications. The journal focuses on all technical and practical aspects of security and its applications for wired and wireless networks. The goal of this journal is to bring together researchers and practitioners from academia and industry to focus on understanding Modern security threats and countermeasures, and establishing new collaborations in these areas.
Topics of Interest
include, but are not limited to, the following
Paper Submission
Authors are invited to submit papers for this journal through Email: ijnsa@aircconline.com or 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.
Important Dates
·
Submission Deadline: September 09, 2023
·
Acceptance
Notification: September 26, 2023
·
Final Manuscript
Due: September 28, 2023
· Publication Date: Determined by the Editor-in-Chief
Contact Us
Here's where you can reach us: ijnsa@airccse.org (or) ijnsa@aircconline.com
For other details, please visit: https://airccse.org/journal/ijnsa.html
Paper Submission Link: https://airccse.com/submissioncs/home.html
International Journal of Network Security & Its Applications (IJNSA) - ERA, WJCI Indexed ISSN: 0974 - 9330 (Online); 0975 - 2307 (Print)...
