A Conditional Tabular GAN-Enhanced Intrusion Detection System for Rare Attacks in IoT Networks
Fuente:
arXiv
Guardado en:
| Autores principales: | Menssouri, Safaa, Amhoud, El Mehdi |
|---|---|
| Formato: | Preprint |
| Publicado: |
2025
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Enhanced Intrusion Detection System for Multiclass Classification in UAV Networks
por: Menssouri, Safaa, et al.
Publicado: (2024)
por: Menssouri, Safaa, et al.
Publicado: (2024)
PrivFly: A Privacy-Preserving Self-Supervised Framework for Rare Attack Detection in IoFT
por: Menssouri, Safaa, et al.
Publicado: (2026)
por: Menssouri, Safaa, et al.
Publicado: (2026)
SD-CGAN: Conditional Sinkhorn Divergence GAN for DDoS Anomaly Detection in IoT Networks
por: Onyeka, Henry, et al.
Publicado: (2025)
por: Onyeka, Henry, et al.
Publicado: (2025)
Adaptive Intrusion Detection for Evolving RPL IoT Attacks Using Incremental Learning
por: Bas, Sumeyye, et al.
Publicado: (2025)
por: Bas, Sumeyye, et al.
Publicado: (2025)
Open Set Dandelion Network for IoT Intrusion Detection
por: Wu, Jiashu, et al.
Publicado: (2023)
por: Wu, Jiashu, et al.
Publicado: (2023)
Hybrid LLM-Enhanced Intrusion Detection for Zero-Day Threats in IoT Networks
por: Al-Hammouri, Mohammad F., et al.
Publicado: (2025)
por: Al-Hammouri, Mohammad F., et al.
Publicado: (2025)
Exploring the Effect of DNN Depth on Adversarial Attacks in Network Intrusion Detection Systems
por: ElShehaby, Mohamed, et al.
Publicado: (2025)
por: ElShehaby, Mohamed, et al.
Publicado: (2025)
Dynamic Temporal Positional Encodings for Early Intrusion Detection in IoT
por: Panopoulos, Ioannis, et al.
Publicado: (2025)
por: Panopoulos, Ioannis, et al.
Publicado: (2025)
Optimized IoT Intrusion Detection using Machine Learning Technique
por: Mahmud, Muhammad Zawad, et al.
Publicado: (2024)
por: Mahmud, Muhammad Zawad, et al.
Publicado: (2024)
Intrusion Detection in IoT Networks Using Hyperdimensional Computing: A Case Study on the NSL-KDD Dataset
por: Ghajari, Ghazal, et al.
Publicado: (2025)
por: Ghajari, Ghazal, et al.
Publicado: (2025)
A-THENA: Early Intrusion Detection for IoT with Time-Aware Hybrid Encoding and Network-Specific Augmentation
por: Panopoulos, Ioannis, et al.
Publicado: (2026)
por: Panopoulos, Ioannis, et al.
Publicado: (2026)
Exploring Robust Intrusion Detection: A Benchmark Study of Feature Transferability in IoT Botnet Attack Detection
por: Guerra-Manzanares, Alejandro, et al.
Publicado: (2026)
por: Guerra-Manzanares, Alejandro, et al.
Publicado: (2026)
Evaluating Tabular Representation Learning for Network Intrusion Detection
por: Butt, Muhammad Usman, et al.
Publicado: (2026)
por: Butt, Muhammad Usman, et al.
Publicado: (2026)
FLARE: Feature-based Lightweight Aggregation for Robust Evaluation of IoT Intrusion Detection
por: Boswell, Bradley, et al.
Publicado: (2025)
por: Boswell, Bradley, et al.
Publicado: (2025)
Efficient Network Traffic Feature Sets for IoT Intrusion Detection
por: Silva, Miguel, et al.
Publicado: (2024)
por: Silva, Miguel, et al.
Publicado: (2024)
LEMDA: A Novel Feature Engineering Method for Intrusion Detection in IoT Systems
por: Ghubaish, Ali, et al.
Publicado: (2024)
por: Ghubaish, Ali, et al.
Publicado: (2024)
In-network Attack Detection with Federated Deep Learning in IoT Networks: Real Implementation and Analysis
por: Chaudhary, Devashish, et al.
Publicado: (2026)
por: Chaudhary, Devashish, et al.
Publicado: (2026)
Enhancing IoT Security: A Novel Feature Engineering Approach for ML-Based Intrusion Detection Systems
por: Mahanipour, Afsaneh, et al.
Publicado: (2024)
por: Mahanipour, Afsaneh, et al.
Publicado: (2024)
Multiple-Input Auto-Encoder Guided Feature Selection for IoT Intrusion Detection Systems
por: Dinh, Phai Vu, et al.
Publicado: (2024)
por: Dinh, Phai Vu, et al.
Publicado: (2024)
Enhancing Cybersecurity in IoT Networks: A Deep Learning Approach to Anomaly Detection
por: Pang, Yining, et al.
Publicado: (2024)
por: Pang, Yining, et al.
Publicado: (2024)
Uncovering and Understanding FPR Manipulation Attack in Industrial IoT Networks
por: Ahsan, Mohammad Shamim, et al.
Publicado: (2026)
por: Ahsan, Mohammad Shamim, et al.
Publicado: (2026)
Towards Efficient Machine Learning Method for IoT DDoS Attack Detection
por: Modi, P
Publicado: (2024)
por: Modi, P
Publicado: (2024)
Enhancing IoT Cyber Attack Detection in the Presence of Highly Imbalanced Data
por: Haque, Md. Ehsanul, et al.
Publicado: (2025)
por: Haque, Md. Ehsanul, et al.
Publicado: (2025)
Enhancing Autonomous Online Intrusion Detection for IoT with Balanced Learning, Reliable Pseudo-Labels, and Lightweight Architectures
por: Afzaal, Hanzala, et al.
Publicado: (2026)
por: Afzaal, Hanzala, et al.
Publicado: (2026)
OptiFLIDS: Optimized Federated Learning for Energy-Efficient Intrusion Detection in IoT
por: Elouardi, Saida, et al.
Publicado: (2025)
por: Elouardi, Saida, et al.
Publicado: (2025)
XAI-SOH-FL: Enhancing SOH-FL with Adaptive Aggregation and Explainable AI for Intrusion Detection in Heterogeneous IoT
por: Aslam, Ambreen, et al.
Publicado: (2026)
por: Aslam, Ambreen, et al.
Publicado: (2026)
A Novel Ensemble Learning Approach for Enhanced IoT Attack Detection: Redefining Security Paradigms in Connected Systems
por: Abdeljaber, Hikmat A. M., et al.
Publicado: (2025)
por: Abdeljaber, Hikmat A. M., et al.
Publicado: (2025)
Optimizing IoT Threat Detection with Kolmogorov-Arnold Networks (KANs)
por: Emelianova, Natalia, et al.
Publicado: (2025)
por: Emelianova, Natalia, et al.
Publicado: (2025)
A Defensive Framework Against Adversarial Attacks on Machine Learning-Based Network Intrusion Detection Systems
por: Tafreshian, Benyamin, et al.
Publicado: (2025)
por: Tafreshian, Benyamin, et al.
Publicado: (2025)
MI$^2$DAS: A Multi-Layer Intrusion Detection Framework with Incremental Learning for Securing Industrial IoT Networks
por: Lian, Wei, et al.
Publicado: (2026)
por: Lian, Wei, et al.
Publicado: (2026)
Robust Intrusion Detection System with Explainable Artificial Intelligence
por: Paltun, Betül Güvenç, et al.
Publicado: (2025)
por: Paltun, Betül Güvenç, et al.
Publicado: (2025)
A Tsetlin Machine-driven Intrusion Detection System for Next-Generation IoMT Security
por: Jaiswal, Rahul, et al.
Publicado: (2026)
por: Jaiswal, Rahul, et al.
Publicado: (2026)
Dynamic Black-box Backdoor Attacks on IoT Sensory Data
por: Chathoth, Ajesh Koyatan, et al.
Publicado: (2025)
por: Chathoth, Ajesh Koyatan, et al.
Publicado: (2025)
A Comparative Analysis of Machine Learning Models for DDoS Detection in IoT Networks
por: Shakya, Sushil, et al.
Publicado: (2024)
por: Shakya, Sushil, et al.
Publicado: (2024)
Network Anomaly Detection for IoT Using Hyperdimensional Computing on NSL-KDD
por: Ghajari, Ghazal, et al.
Publicado: (2025)
por: Ghajari, Ghazal, et al.
Publicado: (2025)
Explainable Threat Attribution for IoT Networks Using Conditional SHAP and Flow Behavior Modelling
por: Ozechi, Samuel, et al.
Publicado: (2026)
por: Ozechi, Samuel, et al.
Publicado: (2026)
Optimizing IoT Intrusion Detection with Tabular Foundation Models for Smart City Forensics
por: Al-Dahmani, Asma, et al.
Publicado: (2026)
por: Al-Dahmani, Asma, et al.
Publicado: (2026)
Hybrid Deep Learning-Federated Learning Powered Intrusion Detection System for IoT/5G Advanced Edge Computing Network
por: Baidar, Rasil, et al.
Publicado: (2025)
por: Baidar, Rasil, et al.
Publicado: (2025)
Enhancing IoT Security Against DDoS Attacks through Federated Learning
por: Shirvani, Ghazaleh, et al.
Publicado: (2024)
por: Shirvani, Ghazaleh, et al.
Publicado: (2024)
SunBlock: Cloudless Protection for IoT Systems
por: Safronov, Vadim, et al.
Publicado: (2024)
por: Safronov, Vadim, et al.
Publicado: (2024)
Ejemplares similares
-
Enhanced Intrusion Detection System for Multiclass Classification in UAV Networks
por: Menssouri, Safaa, et al.
Publicado: (2024) -
PrivFly: A Privacy-Preserving Self-Supervised Framework for Rare Attack Detection in IoFT
por: Menssouri, Safaa, et al.
Publicado: (2026) -
SD-CGAN: Conditional Sinkhorn Divergence GAN for DDoS Anomaly Detection in IoT Networks
por: Onyeka, Henry, et al.
Publicado: (2025) -
Adaptive Intrusion Detection for Evolving RPL IoT Attacks Using Incremental Learning
por: Bas, Sumeyye, et al.
Publicado: (2025) -
Open Set Dandelion Network for IoT Intrusion Detection
por: Wu, Jiashu, et al.
Publicado: (2023)