Enregistré dans:
| Auteurs principaux: | Akinie, Robert, Gyimah, Nana Kankam Brym, Bhavsar, Mansi, Kelly, John |
|---|---|
| Format: | Preprint |
| Publié: |
2025
|
| Sujets: | |
| Accès en ligne: | https://arxiv.org/abs/2502.06099 |
| Tags: |
Ajouter un tag
Pas de tags, Soyez le premier à ajouter un tag!
|
Documents similaires
An AutoML-based approach for Network Intrusion Detection
par: Gyimah, Nana Kankam, et autres
Publié: (2024)
par: Gyimah, Nana Kankam, et autres
Publié: (2024)
Analyzing Factors Influencing Driver Willingness to Accept Advanced Driver Assistance Systems
par: Musau, Hannah, et autres
Publié: (2025)
par: Musau, Hannah, et autres
Publié: (2025)
Unraveling Pedestrian Fatality Patterns: A Comparative Study with Explainable AI
par: Sulle, Methusela, et autres
Publié: (2025)
par: Sulle, Methusela, et autres
Publié: (2025)
Quantifying Catastrophic Forgetting in IoT Intrusion Detection Systems
par: Banerjee, Sourasekhar, et autres
Publié: (2026)
par: Banerjee, Sourasekhar, et autres
Publié: (2026)
OptiFLIDS: Optimized Federated Learning for Energy-Efficient Intrusion Detection in IoT
par: Elouardi, Saida, et autres
Publié: (2025)
par: Elouardi, Saida, et autres
Publié: (2025)
Hybrid Deep Learning-Federated Learning Powered Intrusion Detection System for IoT/5G Advanced Edge Computing Network
par: Baidar, Rasil, et autres
Publié: (2025)
par: Baidar, Rasil, et autres
Publié: (2025)
Optimized IoT Intrusion Detection using Machine Learning Technique
par: Mahmud, Muhammad Zawad, et autres
Publié: (2024)
par: Mahmud, Muhammad Zawad, et autres
Publié: (2024)
Sentinel: Dynamic Knowledge Distillation for Personalized Federated Intrusion Detection in Heterogeneous IoT Networks
par: Singh, Gurpreet, et autres
Publié: (2025)
par: Singh, Gurpreet, et autres
Publié: (2025)
Open Set Dandelion Network for IoT Intrusion Detection
par: Wu, Jiashu, et autres
Publié: (2023)
par: Wu, Jiashu, et autres
Publié: (2023)
Dynamic Temporal Positional Encodings for Early Intrusion Detection in IoT
par: Panopoulos, Ioannis, et autres
Publié: (2025)
par: Panopoulos, Ioannis, et autres
Publié: (2025)
Adaptive Intrusion Detection for Evolving RPL IoT Attacks Using Incremental Learning
par: Bas, Sumeyye, et autres
Publié: (2025)
par: Bas, Sumeyye, et autres
Publié: (2025)
LEMDA: A Novel Feature Engineering Method for Intrusion Detection in IoT Systems
par: Ghubaish, Ali, et autres
Publié: (2024)
par: Ghubaish, Ali, et autres
Publié: (2024)
Efficient Network Traffic Feature Sets for IoT Intrusion Detection
par: Silva, Miguel, et autres
Publié: (2024)
par: Silva, Miguel, et autres
Publié: (2024)
Multiple-Input Auto-Encoder Guided Feature Selection for IoT Intrusion Detection Systems
par: Dinh, Phai Vu, et autres
Publié: (2024)
par: Dinh, Phai Vu, 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)
par: Menssouri, Safaa, et autres
Publié: (2025)
A Robust PPO-optimized Tabular Transformer Framework for Intrusion Detection in Industrial IoT Systems
par: She, Yuanya
Publié: (2025)
par: She, Yuanya
Publié: (2025)
Enhancing IoT Security: A Novel Feature Engineering Approach for ML-Based Intrusion Detection Systems
par: Mahanipour, Afsaneh, et autres
Publié: (2024)
par: Mahanipour, Afsaneh, et autres
Publié: (2024)
FLARE: Feature-based Lightweight Aggregation for Robust Evaluation of IoT Intrusion Detection
par: Boswell, Bradley, et autres
Publié: (2025)
par: Boswell, Bradley, et autres
Publié: (2025)
A Prescriptive Framework for Determining Optimal Days for Short-Term Traffic Counts
par: Mukwaya, Arthur, et autres
Publié: (2025)
par: Mukwaya, Arthur, et autres
Publié: (2025)
Intrusion Detection on Resource-Constrained IoT Devices with Hardware-Aware ML and DL
par: Diab, Ali, et autres
Publié: (2025)
par: Diab, Ali, et autres
Publié: (2025)
Hybrid LLM-Enhanced Intrusion Detection for Zero-Day Threats in IoT Networks
par: Al-Hammouri, Mohammad F., et autres
Publié: (2025)
par: Al-Hammouri, Mohammad F., et autres
Publié: (2025)
Federated Isolation Forest for Efficient Anomaly Detection on Edge IoT Systems
par: Vasiljevic, Pavle, et autres
Publié: (2025)
par: Vasiljevic, Pavle, 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)
par: Afzaal, Hanzala, et autres
Publié: (2026)
A Comparative Analysis of Machine Learning Models for Intrusion Detection in Intelligent Transport Systems
par: Sazid, Zawad Yalmie, et autres
Publié: (2026)
par: Sazid, Zawad Yalmie, et autres
Publié: (2026)
An Efficient Unsupervised Federated Learning Approach for Anomaly Detection in Heterogeneous IoT Networks
par: Tajgardan, Mohsen, et autres
Publié: (2026)
par: Tajgardan, Mohsen, et autres
Publié: (2026)
Efficient Personalized Federated PCA with Manifold Optimization for IoT Anomaly Detection
par: Xiu, Xianchao, et autres
Publié: (2026)
par: Xiu, Xianchao, et autres
Publié: (2026)
Exploring Robust Intrusion Detection: A Benchmark Study of Feature Transferability in IoT Botnet Attack Detection
par: Guerra-Manzanares, Alejandro, et autres
Publié: (2026)
par: Guerra-Manzanares, Alejandro, et autres
Publié: (2026)
Federated Structured Sparse PCA for Anomaly Detection in IoT Networks
par: Huang, Chenyi, et autres
Publié: (2025)
par: Huang, Chenyi, et autres
Publié: (2025)
Federated Learning-Distillation Alternation for Resource-Constrained IoT
par: da Silva, Rafael Valente, et autres
Publié: (2025)
par: da Silva, Rafael Valente, et autres
Publié: (2025)
Intrusion Detection in IoT Networks Using Hyperdimensional Computing: A Case Study on the NSL-KDD Dataset
par: Ghajari, Ghazal, et autres
Publié: (2025)
par: Ghajari, Ghazal, et autres
Publié: (2025)
A-THENA: Early Intrusion Detection for IoT with Time-Aware Hybrid Encoding and Network-Specific Augmentation
par: Panopoulos, Ioannis, et autres
Publié: (2026)
par: Panopoulos, Ioannis, et autres
Publié: (2026)
Smart IoT Security: Lightweight Machine Learning Techniques for Multi-Class Attack Detection in IoT Networks
par: Alve, Shahran Rahman, et autres
Publié: (2025)
par: Alve, Shahran Rahman, et autres
Publié: (2025)
In-network Attack Detection with Federated Deep Learning in IoT Networks: Real Implementation and Analysis
par: Chaudhary, Devashish, et autres
Publié: (2026)
par: Chaudhary, Devashish, et autres
Publié: (2026)
Federated Quantum Kernel Learning for Anomaly Detection in Multivariate IoT Time-Series
par: Chen, Kuan-Cheng, et autres
Publié: (2025)
par: Chen, Kuan-Cheng, et autres
Publié: (2025)
Lightweight Intrusion Detection in IoT via SHAP-Guided Feature Pruning and Knowledge-Distilled Kronecker Networks
par: Benaddi, Hafsa, et autres
Publié: (2025)
par: Benaddi, Hafsa, et autres
Publié: (2025)
MI$^2$DAS: A Multi-Layer Intrusion Detection Framework with Incremental Learning for Securing Industrial IoT Networks
par: Lian, Wei, et autres
Publié: (2026)
par: Lian, Wei, et autres
Publié: (2026)
Modeling Quantum Federated Autoencoder for Anomaly Detection in IoT Networks
par: Chaudhary, Devashish, et autres
Publié: (2026)
par: Chaudhary, Devashish, et autres
Publié: (2026)
FedX: Adaptive Model Decomposition and Quantization for IoT Federated Learning
par: Lai, Phung, et autres
Publié: (2025)
par: Lai, Phung, et autres
Publié: (2025)
A Comparative Analysis of Machine Learning Models for DDoS Detection in IoT Networks
par: Shakya, Sushil, et autres
Publié: (2024)
par: Shakya, Sushil, et autres
Publié: (2024)
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)
par: Shahzad, Muhammad Khuram, et autres
Publié: (2026)
Documents similaires
-
An AutoML-based approach for Network Intrusion Detection
par: Gyimah, Nana Kankam, et autres
Publié: (2024) -
Analyzing Factors Influencing Driver Willingness to Accept Advanced Driver Assistance Systems
par: Musau, Hannah, et autres
Publié: (2025) -
Unraveling Pedestrian Fatality Patterns: A Comparative Study with Explainable AI
par: Sulle, Methusela, et autres
Publié: (2025) -
Quantifying Catastrophic Forgetting in IoT Intrusion Detection Systems
par: Banerjee, Sourasekhar, et autres
Publié: (2026) -
OptiFLIDS: Optimized Federated Learning for Energy-Efficient Intrusion Detection in IoT
par: Elouardi, Saida, et autres
Publié: (2025)