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International Journal for Research Trends and Innovation
International Peer Reviewed & Refereed Journals, Open Access Journal
ISSN Approved Journal No: 2456-3315 | Impact factor: 8.14 | ESTD Year: 2016
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Issue: March 2026
Volume 11 | Issue 3
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Impact Factor : 8.14
Issue per Year : 12
Volume Published : 11
Issue Published : 118
Article Submitted : 21574
Article Published : 8528
Total Authors : 22430
Total Reviewer : 805
Total Countries : 159
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| Paper Title: | ShieldNet AI “Real Time AI Agent For DDOS Attack Detection and Mitigation” |
| Authors Name: | Indushree C S , Prarthana R V , Nisarga G N , Nanditha C L , Mrs T Bhagyalakshmi |
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IJRTI_208067
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| Published Paper Id: | IJRTI2511189 |
| Published In: | Volume 10 Issue 11, November-2025 |
| DOI: | |
| Abstract: | Distributed Denial of Service attacks make networks slow and unavailable. Traditional defense systems do not work well when attackers change traffic patterns. This work presents a real time AI system that detects and reduces Distributed Denial of Service attacks attacks using machine learning, deep learning, graph based analysis, and reinforcement learning. The system observes network traffic, finds abnormal behavior, applies the right action, and learns from the results. Tests show better detection, fewer mistakes, and stable network service even during strong attacks. This makes the system suitable for modern high speed networks. |
| Keywords: | DDoS Attack Detection , Real-Time AI Agent , Machine Learning, Deep Learning (CNN–LSTM) , Graph Neural Networks (GNN) , Reinforcement Learning , SDN-Based Mitigation ,Network Security, Botnet Analysis , Traffic Anomaly Detection, Autonomous Mitigation ,Multi-Vector Attacks , High-Speed Networks |
| Cite Article: | "ShieldNet AI “Real Time AI Agent For DDOS Attack Detection and Mitigation”", International Journal for Research Trends and Innovation (www.ijrti.org), ISSN:2455-2631, Vol.10, Issue 11, page no.b787-b793, November-2025, Available :http://www.ijrti.org/papers/IJRTI2511189.pdf |
| Downloads: | 000192 |
| ISSN: |
2456-3315 | IMPACT FACTOR: 8.14 Calculated By Google Scholar| ESTD YEAR: 2016 An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 8.14 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: IJRTI2511189
Registration ID:208067
Published In: Volume 10 Issue 11, November-2025
DOI (Digital Object Identifier):
Page No: b787-b793 Country: Banglore, Karnataka, India Research Area: Computer Science & Technology Publisher : IJ Publication Published Paper URL : https://www.ijrti.org/viewpaperforall?paper=IJRTI2511189 Published Paper PDF: https://www.ijrti.org/papers/IJRTI2511189 |
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ISSN: 2456-3315
Impact Factor: 8.14 and ISSN APPROVED,
Journal Starting Year (ESTD) : 2016
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