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Intrusion detection system
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Keyword
keyword
Intrusion detection system
RIS
0.001
(Research Intensity Score)
Papers
76
Top papers
Deep learning enabled intrusion detection system for Industrial IOT environment
2024 · 217 citations
Future of generative adversarial networks (GAN) for anomaly detection in network security: A review
2024 · 154 citations
A Review of Deep Learning Applications in Intrusion Detection Systems: Overcoming Challenges in Spatiotemporal Feature Extraction and Data Imbalance
2025 · 74 citations
TMG-GAN: Generative Adversarial Networks-Based Imbalanced Learning for Network Intrusion Detection
2023 · 130 citations
SYN-GAN: A robust intrusion detection system using GAN-based synthetic data for IoT security
2024 · 75 citations
MAD-GAN: Multivariate Anomaly Detection for Time Series Data with Generative Adversarial Networks
2019 · 1116 citations
Development of an intelligent intrusion detection system for IoT networks using deep learning
2025 · 23 citations
Leveraging GANs for Synthetic Data Generation to Improve Intrusion Detection Systems
2025 · 23 citations
An Optimized Transformer–GAN–AE for Intrusion Detection in Edge and IIoT Systems: Experimental Insights from WUSTL-IIoT-2021, EdgeIIoTset, and TON_IoT Datasets
2025 · 17 citations
Newest papers
Game-Theoretic Cost-Sensitive Adversarial Training for Robust Cloud Intrusion Detection Against GAN-Based Evasion Attacks
2026 · 7 citations
Generative Adversarial Networks for Intrusion Detection Systems: A Comprehensive Survey of Applications, Challenges, and Research Directions
2026 · 5 citations
A Comparative Evaluation of Snort and Suricata for Detecting Data Exfiltration Tunnels in Cloud Environments
2026 · 4 citations
A Systematic Ablation Study of GAN-Based Minority Augmentation for Intrusion Detection on UWF-ZeekData22
2026 · 2 citations
A Federated GAN-Augmented Explainable Deep Learning Framework for IoT Intrusion Detection
2026 · 2 citations
A data-driven resilience framework for renewable telecom microgrids under cyber–physical attacks
2026
Reservoir computing for network intrusion classification
2026
Analysis of Cybersecurity Intelligence Attacks in Nigeria: An AI-Assisted Platform for Detection, Mitigation and Combating Digital Threats Using DeepSeek Integration
2026
Deep reinforcement learning for autonomous and continual network intrusion detection
2026
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