International Journal of Network Security & Its Applications (IJNSA)

International Journal of Network Security & Its Applications (IJNSA)
                          ISSN 0974 - 9330 (Online); 0975 - 2307 (Print)

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

PERFORMANCE EVALUATION OF J48 AND BAYES
ALGORITHMS FOR INTRUSION DETECTION SYSTEM



ABSTRACT 

Recent advances in the field of Artificial Intelligence has urged many security experts to follow this novelarea. Extensive work has already been done, and much more efforts are being put to use the techniques ofAI to improve the real time security. With lot of algorithms and techniques already in the market, it hasbecome quite difficult to choose a particular algorithm,judging the fact that none proves to be accurate andefficient than the others. During the detailed study of major machine learning algorithms, we found certainalgorithms more accurate than the other. In this paper, we have chosen two different techniques ofdifferentiating the normal traffic from the intrusions. The results show J48 more efficient and accurate thanthe Naïve Bayes algorithm. 


http://aircconline.com/ijnsa/V9N4/9417ijnsa01.pdf 

The International Journal of Network Security & Its Applications (IJNSA)

International Journal of Network Security & Its Applications (IJNSA)
                          ISSN 0974 - 9330 (Online); 0975 - 2307 (Print)

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

PERFORMANCE EVALUATION OF J48 AND BAYES
ALGORITHMS FOR INTRUSION DETECTION SYSTEM



ABSTRACT 

Recent advances in the field of Artificial Intelligence has urged many security experts to follow this novelarea. Extensive work has already been done, and much more efforts are being put to use the techniques ofAI to improve the real time security. With lot of algorithms and techniques already in the market, it hasbecome quite difficult to choose a particular algorithm,judging the fact that none proves to be accurate andefficient than the others. During the detailed study of major machine learning algorithms, we found certainalgorithms more accurate than the other. In this paper, we have chosen two different techniques ofdifferentiating the normal traffic from the intrusions. The results show J48 more efficient and accurate thanthe Naïve Bayes algorithm. 


http://aircconline.com/ijnsa/V9N4/9417ijnsa01.pdf 

The International Journal of Network Security & Its Applications (IJNSA)

MODELLING CYBER ATTACKS 

ABSTRACT

In this article, we present a model of cyber attacks which can be used to represent a cyber attacks in an intuitive and concise way. With ever-increasing popularities of online services, we have seen a growing number of cyber attacks targeted towards large online service providers as well as individuals and the IoT devices. To mitigate these attacks, there is a strong urge to understand their different aspects. Creating a model is a widely used method towards this goal. Unfortunately, the number of models for cyber attacks is pretty low and even the existing models are not comprehensive. In this paper, we aim to fill this gap by presenting a comprehensive cyber attacks model. We have used this model to represent a wide range of cyber attacks and shown its applicability and usefulness. We believe that our model will be a useful tool for the formal analysis of cyber attacks. 

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

The International Journal of Network Security & Its Applications (IJNSA)

The International Journal of Network Security & Its Applications (IJNSA)

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

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

Article title:

                A CONCEPTUAL SECURE BLOCKCHAIN- BASED ELECTRONIC VOTING SYSTEM

ABSTRACT :

Blockchain is offering new opportunities to develop new types of digital services. While research on the topic is still emerging, it has mostly focused on the technical and legal issues instead of taking advantage of this novel concept and creating advanced digital services. In this paper, we are going to leverage the open source Blockchain technology to propose a design for a new electronic voting system that could be used in local or national elections. The Blockchain-based system will be secure, reliable, and anonymous, and will help increase the number of voters as well as the trust of people in their governments. 

or more please visit -http://aircconline.com/ijnsa/V9N3/9317ijnsa01.pdf 

International Journal of Network Security & Its Applications (IJNSA)

International Journal of Network Security & Its Applications (IJNSA)
ISSN 0974 - 9330 (Online); 0975 - 2307 (Print)

Paper Submission

Authors are invited to submit papers for this journal through E-mail ijnsa@airccse.org. Submissions must be original and should not have been published previously or be under consideration for publication while being evaluated for this Journal. For paper format download the template in this page 

For more detais : http://airccse.org/journal/ijnsa.html