Image de couverture de livre

LEMDA: A Novel Feature Engineering Method for Intrusion Detection in IoT Systems

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Ghubaish, Ali, Yang, Zebo, Erbad, Aiman, Jain, Raj
Format:	Preprint
Publié:	2024
Sujets:	Cryptography and Security Artificial Intelligence Machine Learning
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

Multiple-Input Auto-Encoder Guided Feature Selection for IoT Intrusion Detection Systems
par: Dinh, Phai Vu, et autres
Publié: (2024)

Open Set Dandelion Network for IoT Intrusion Detection
par: Wu, Jiashu, et autres
Publié: (2023)

Exploring Robust Intrusion Detection: A Benchmark Study of Feature Transferability in IoT Botnet Attack Detection
par: Guerra-Manzanares, Alejandro, et autres
Publié: (2026)

Hybrid LLM-Enhanced Intrusion Detection for Zero-Day Threats in IoT Networks
par: Al-Hammouri, Mohammad F., et autres
Publié: (2025)

OptiFLIDS: Optimized Federated Learning for Energy-Efficient Intrusion Detection in IoT
par: Elouardi, Saida, et autres
Publié: (2025)

Enhancing Autonomous Online Intrusion Detection for IoT with Balanced Learning, Reliable Pseudo-Labels, and Lightweight Architectures
par: Afzaal, Hanzala, et autres
Publié: (2026)

XAI-SOH-FL: Enhancing SOH-FL with Adaptive Aggregation and Explainable AI for Intrusion Detection in Heterogeneous IoT
par: Aslam, Ambreen, et autres
Publié: (2026)

MI$^2$DAS: A Multi-Layer Intrusion Detection Framework with Incremental Learning for Securing Industrial IoT Networks
par: Lian, Wei, et autres
Publié: (2026)

A Novel Ensemble Learning Approach for Enhanced IoT Attack Detection: Redefining Security Paradigms in Connected Systems
par: Abdeljaber, Hikmat A. M., et autres
Publié: (2025)

Improving IoT Intrusion Detection Through SMOTE-Based Oversampling and Extended Multi-Model Evaluation on Side-Channel Power Data
par: Shahzad, Muhammad Khuram, et autres
Publié: (2026)

Enhancing IoT Security: A Novel Feature Engineering Approach for ML-Based Intrusion Detection Systems
par: Mahanipour, Afsaneh, et autres
Publié: (2024)

Q-AGNN: Quantum-Enhanced Attentive Graph Neural Network for Intrusion Detection
par: Chaudhary, Devashish, et autres
Publié: (2026)

C-RADAR: A Centralized Deep Learning System for Intrusion Detection in Software Defined Networks
par: Mustafa, Osama, et autres
Publié: (2024)

IoT-based Android Malware Detection Using Graph Neural Network With Adversarial Defense
par: Yumlembam, Rahul, et autres
Publié: (2025)

Enhancing IoT Security Against DDoS Attacks through Federated Learning
par: Shirvani, Ghazaleh, et autres
Publié: (2024)

Enhancing IoT Security with CNN and LSTM-Based Intrusion Detection Systems
par: Gueriani, Afrah, et autres
Publié: (2024)

Enhancing IoT Cyber Attack Detection in the Presence of Highly Imbalanced Data
par: Haque, Md. Ehsanul, et autres
Publié: (2025)

FLARE: Feature-based Lightweight Aggregation for Robust Evaluation of IoT Intrusion Detection
par: Boswell, Bradley, et autres
Publié: (2025)

Layer-Wise Security Framework and Analysis for the Quantum Internet
par: Yang, Zebo, et autres
Publié: (2025)

A Novel Zero-Touch, Zero-Trust, AI/ML Enablement Framework for IoT Network Security
par: Shakya, Sushil, et autres
Publié: (2025)

Accelerating IoV Intrusion Detection: Benchmarking GPU-Accelerated vs CPU-Based ML Libraries
par: Çolhak, Furkan, et autres
Publié: (2025)

Securing Healthcare with Deep Learning: A CNN-Based Model for medical IoT Threat Detection
par: Mohamadi, Alireza, et autres
Publié: (2024)

Hybrid Machine Learning Models for Intrusion Detection in IoT: Leveraging a Real-World IoT Dataset
par: Akif, Md Ahnaf, et autres
Publié: (2025)

A Novel Unified Lightweight Temporal-Spatial Transformer Approach for Intrusion Detection in Drone Networks
par: Biswas, Tarun Kumar, et autres
Publié: (2025)

RITA: Automatic Framework for Designing of Resilient IoT Applications
par: Pessoa, Luis Eduardo, et autres
Publié: (2024)

Dynamic Temporal Positional Encodings for Early Intrusion Detection in IoT
par: Panopoulos, Ioannis, et autres
Publié: (2025)

Optimized IoT Intrusion Detection using Machine Learning Technique
par: Mahmud, Muhammad Zawad, et autres
Publié: (2024)

Automated and Explainable Denial of Service Analysis for AI-Driven Intrusion Detection Systems
par: Yakubu, Paul Badu, et autres
Publié: (2025)

Analyzing Consumer IoT Traffic from Security and Privacy Perspectives: a Comprehensive Survey
par: Jia, Yan, et autres
Publié: (2024)

Efficient Network Traffic Feature Sets for IoT Intrusion Detection
par: Silva, Miguel, et autres
Publié: (2024)

Continual Learning with Strategic Selection and Forgetting for Network Intrusion Detection
par: Zhang, Xinchen, et autres
Publié: (2024)

Diffusion-based Adversarial Purification for Intrusion Detection
par: Merzouk, Mohamed Amine, et autres
Publié: (2024)

Clustering-Enhanced Domain Adaptation for Cross-Domain Intrusion Detection in Industrial Control Systems
par: Wang, Luyao
Publié: (2026)

Eclectic Rule Extraction for Explainability of Deep Neural Network based Intrusion Detection Systems
par: Ables, Jesse, et autres
Publié: (2024)

A Conditional Tabular GAN-Enhanced Intrusion Detection System for Rare Attacks in IoT Networks
par: Menssouri, Safaa, et autres
Publié: (2025)

LLM-Based Threat Detection and Prevention Framework for IoT Ecosystems
par: Otoum, Yazan, et autres
Publié: (2025)

A Review of Various Datasets for Machine Learning Algorithm-Based Intrusion Detection System: Advances and Challenges
par: Tripathy, Sudhanshu Sekhar, et autres
Publié: (2025)

A Comprehensive Comparative Study of Individual ML Models and Ensemble Strategies for Network Intrusion Detection Systems
par: Bibers, Ismail, et autres
Publié: (2024)

Large Language Models in Wireless Application Design: In-Context Learning-enhanced Automatic Network Intrusion Detection
par: Zhang, Han, et autres
Publié: (2024)

Targeted Adversarial Traffic Generation : Black-box Approach to Evade Intrusion Detection Systems in IoT Networks
par: Debicha, Islam, et autres
Publié: (2026)