INTERNATIONAL JOURNAL OF SCIENTIFIC DEVELOPMENT AND RESEARCH International Peer Reviewed & Refereed Journals, Open Access Journal ISSN Approved Journal No: 2455-2631 | Impact factor: 8.15 | ESTD Year: 2016
open access , Peer-reviewed, and Refereed Journals, Impact factor 8.15
AUTOMATED CYBER BREACH PREDICTION AND CLASSIFICATION SYSTEM USING DEEP LEARNING
Authors Name:
Ganesh Rokaya
, Gajjeli Varun Kumar , E Trinath , E Uma Maheswara Reddy , R Nivetha
Unique Id:
IJSDR2403145
Published In:
Volume 9 Issue 3, March-2024
Abstract:
Analyzing cyber incident data sets is an important method for deepening our understanding of the evolution of the threat situation. In present generation we come to know about many cyber breaches and hacking taking place. In this project work, we research about the various cyber-attacks and breaches and study the way these attacks are done and find an alternative for the same. We show that rather than by distributing these attacks as because they exhibit autocorrelations, we should model by stochastic process both the hacking breach incident inter- arrival times and breach sizes. We draw a set of cyber securities insights, including that the threat of cyber hacks is indeed getting worse in terms of their frequency. In our project we will be using the algorithms such as Convolution Neural Network (CNN), and Recurrent Neural Network (RNN) for analyzing our results.
Keywords:
Classification, Cyberattacks, Deep Learning, Protection, Recovery
Cite Article:
"AUTOMATED CYBER BREACH PREDICTION AND CLASSIFICATION SYSTEM USING DEEP LEARNING", International Journal of Science & Engineering Development Research (www.ijsdr.org), ISSN:2455-2631, Vol.9, Issue 3, page no.1035 - 1042, March-2024, Available :http://www.ijsdr.org/papers/IJSDR2403145.pdf
Downloads:
000337362
Publication Details:
Published Paper ID: IJSDR2403145
Registration ID:210618
Published In: Volume 9 Issue 3, March-2024
DOI (Digital Object Identifier):
Page No: 1035 - 1042
Publisher: IJSDR | www.ijsdr.org
ISSN Number: 2455-2631
Facebook Twitter Instagram LinkedIn