Papers by Vivek Parganiha
2022 3rd International Conference on Electronics and Sustainable Communication Systems (ICESC), Aug 17, 2022
2022 3rd International Conference on Electronics and Sustainable Communication Systems (ICESC)
Design Engineering, Oct 5, 2021
International Journal of Ambient Computing and Intelligence
Cloud computing is a vast area which uses the resources cost-effectively. The performance aspects... more Cloud computing is a vast area which uses the resources cost-effectively. The performance aspects and security are the main issues in cloud computing. Besides, the selection of optimal features and high false alarm rate to maintain the highest accuracy of the testing are also the foremost challenges focused. To solve these issues and to increase the accuracy, an effective cloud IDS using Grasshopper optimization Algorithm (GOA) and Deep belief network (DBN) is proposed in this paper. GOA is used to choose the ideal features from the set of features. Finally, DBN is developed for classification according to their selected feasible features. The introduced IDS is simulated on the Python platform and the performance of the suggested model of deep learning is assessed based on statistical measures named as Precision, detection accuracy, f-measure and Recall. The NSL_KDD, and UNSW_NB15 are the two datasets used for the simulation, and the results showed that the proposed scheme achieved ...
A conventional marketing approach for predicting consumer behaviour is to draw behavioural intent... more A conventional marketing approach for predicting consumer behaviour is to draw behavioural intention instead of actual behaviour. Frederick F. Reich held, developer of the very popular Net Promoter Score (NPS), based his loyalty system on a customer survey that asks how likely they are to recommend a company's product or service to their friends. Customer satisfaction measurement allows an organisation to understand the issues, or key drivers, that cause satisfaction or dissatisfaction with a service experience. When an organisation is able to understand how satisfied its customers are, and why, it can focus its time and resources more effectively. Measuring customer satisfaction is just one stage in a continuous programme of service transformation. For organisations new to this process, the first stages require a review of what the service provides, where it sits in context with other related services in customers' minds, who its customers are and what information about the...
Data Mining and Machine Learning Applications, 2022
This research paper describes generation of a crypt key for user of web application using SRP tec... more This research paper describes generation of a crypt key for user of web application using SRP techniques for the purpose of secure authentication in web. A numbers of web sites offer different kinds of users in world wide to access web application using unique user name and corresponding a password for securing them to others, even though they are now hacked by professional hackers. To avoid this kind of hacking of user’s accounts; our approach is to provide a secure cryptography key using the techniques SRP (SRP-6) along with their username and password. This key will be unique for a particular user. Whenever user attempts to login the web application a new unique key will be generated by the application in each an every single attempt then the newly generated key will be validated by server side. In many web applications, it is desirable to have users log in by giving some unique login name and a password before accessing pages. There are many ways to implement this, each with dif...
waset.ac.nz
AbstractData mining, which is the exploration of knowledge from the large set of data, generated... more AbstractData mining, which is the exploration of knowledge from the large set of data, generated as a result of the various data processing activities. Frequent Pattern Mining is a very important task in data mining. The previous approaches applied to generate frequent set generally ...
waset.ac.nz
AbstractData mining, which is the exploration of knowledge from the large set of data, generated... more AbstractData mining, which is the exploration of knowledge from the large set of data, generated as a result of the various data processing activities. Frequent Pattern Mining is a very important task in data mining. The previous approaches applied to generate frequent set generally ...
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Papers by Vivek Parganiha