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INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT International Peer Reviewed & Refereed Journals, Open Access Journal ISSN Approved Journal No: 2456-4184 | Impact factor: 8.76 | ESTD Year: 2016 Scholarly open access journals, Peer-reviewed, and Refereed Journals, Impact factor 8.76 (Calculate by google scholar and Semantic Scholar | AI-Powered Research Tool) , Multidisciplinary, Monthly, Indexing in all major database & Metadata, Citation Generator, Digital Object Identifier(DOI) |
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Issue: May 2024
Volume 9 | Issue 5
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| Paper Title: | Network Security Monitoring System |
| Authors Name: | Mr. Prajwal Ajay Chitwar , Dr. Abhishek Gulhane , Ms. Pournima Hemraj Bhuyar , Mr. Om Nandkishor Talokar , Mr. Amar Rajendra Dhore |
| Download E-Certificate: | Download |
| Author Reg. ID: |
IJNRD_217743
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| Published Paper Id: | IJNRD2404232 |
| Published In: | Volume 9 Issue 4, April-2024 |
| DOI: | |
| Abstract: | The publication proposes a machine learning-based Network Security Monitoring System to combat network attacks like DoS and DDoS. Leveraging the NSL KDD Dataset, the system integrates Software Defined Networking (SDN) principles for dynamic control and flexibility. Machine learning algorithms including Support Vector Machine, K Nearest Neighbor, Decision Tree Classifier, and ADABoost Classifier are employed. Additional features such as prevention strategies for attacks and BOTNET detection are being developed to enhance security for both large companies and individual device owners. Keywords: Network Security, DDoS, Machine Learning, Cybersecurity. |
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| Cite Article: | "Network Security Monitoring System", International Journal of Novel Research and Development (www.ijnrd.org), ISSN:2456-4184, Vol.9, Issue 4, page no.c30-c36, April-2024, Available :http://www.ijnrd.org/papers/IJNRD2404232.pdf |
| Downloads: | 00033 |
| ISSN: |
2456-4184 | IMPACT FACTOR: 8.76 Calculated By Google Scholar| ESTD YEAR: 2016 An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 8.76 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator |
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Published Paper ID:IJNRD2404232 Registration ID: 217743 Published In: Volume 9 Issue 4, April-2024 DOI (Digital Object Identifier): Page No: c30-c36 Country: amravati, maharashtra, India Research Area: Information Technology Publisher : IJ Publication Published Paper URL : https://www.ijnrd.org/viewpaperforall?paper=IJNRD2404232 Published Paper PDF: https://www.ijnrd.org/papers/IJNRD2404232 |
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ISSN: 2456-4184
Impact Factor: 8.76 and ISSN APPROVED
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