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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: | ANALYSIS OF VARIOUS MACHINE LEARNING AND DEEP LEARNING APPROACHES FOR NETWORK INTRUSION DETECTION SYSTEM |
| Authors Name: | Punyashree B , Radhika K R |
| Unique Id: | IJSDR2307178 |
| Published In: | Volume 8 Issue 7, July-2023 |
| Abstract: | A wide range of cyber-attacks have been happening on daily basis. Computers are always protected against the attacks but detecting intrusion in network is always helpful in preventing attacks and protecting the system. This paper provides a comprehensive analysis of machine learning and deep learning approaches used in Network Intrusion Detection Systems (NIDS). It explores the fundamental concepts and challenges of NIDS and highlights the limitations of traditional rule-based methods. Implementing the models and analyzing which is best accepted |
| Keywords: | intrusion detection, cyber-attacks, deep learning, network intrusion, machine learning. |
| Cite Article: | "ANALYSIS OF VARIOUS MACHINE LEARNING AND DEEP LEARNING APPROACHES FOR NETWORK INTRUSION DETECTION SYSTEM ", International Journal of Science & Engineering Development Research (www.ijsdr.org), ISSN:2455-2631, Vol.8, Issue 7, page no.1202 - 1210, July-2023, Available :http://www.ijsdr.org/papers/IJSDR2307178.pdf |
| Downloads: | 000338536 |
| Publication Details: | Published Paper ID: IJSDR2307178 Registration ID:207876 Published In: Volume 8 Issue 7, July-2023 DOI (Digital Object Identifier): Page No: 1202 - 1210 Publisher: IJSDR | www.ijsdr.org ISSN Number: 2455-2631 |
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