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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 |
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| Paper Title: | MACHINE LEARNING APPROACH TO IDENTIFY MAN IN THE MIDDLE ATTACK. |
| Authors Name: | P Anvesh Reddy , Mrs.K Anuranjani , S Pavan Kumar Reddy , V Bhuvana Chandra , C Aniketh |
| Unique Id: | IJSDR2305041 |
| Published In: | Volume 8 Issue 5, May-2023 |
| Abstract: | We can better grasp how the threat environment has evolved by analyzing data sets on cyber incidents. We learn about numerous cyber breaches and hacking incidents that occur today. In this project, we look at the numerous cyber-attacks and breaches, analyze how they are carried out, and come up with a replacement. We demonstrate that since these attacks include autocorrelations, we should characterize both the hacking breach incident inter-arrival periods and breach sizes using stochastic processes. We come to a few conclusions about cyber security, one of which is that the threat posed by hacker attacks is indeed increasing. The algorithms Convolution Neural Network (CNN) and Recurrent Neural Network (RNN) will be used in our study to analyze the findings. |
| Keywords: | Machine learning, Man in the Middle attack, Cybersecurity ,Network securityTraffic analysis,Convolutional Neural Network ,Decision Tree ,Random Forest |
| Cite Article: | "MACHINE LEARNING APPROACH TO IDENTIFY MAN IN THE MIDDLE ATTACK. ", International Journal of Science & Engineering Development Research (www.ijsdr.org), ISSN:2455-2631, Vol.8, Issue 5, page no.290 - 293, May-2023, Available :http://www.ijsdr.org/papers/IJSDR2305041.pdf |
| Downloads: | 000337067 |
| Publication Details: | Published Paper ID: IJSDR2305041 Registration ID:206160 Published In: Volume 8 Issue 5, May-2023 DOI (Digital Object Identifier): Page No: 290 - 293 Publisher: IJSDR | www.ijsdr.org ISSN Number: 2455-2631 |
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