Scalable architecture for autonomous malware detection and defense in software-defined networks using federated learning approaches. [PDF]
Ranpara R +3 more
europepmc +1 more source
Enhancing cyberthreat defense mechanisms using ensemble of representation learning with binary Ebola optimization search in internet of things environment. [PDF]
Alanazi MH +7 more
europepmc +1 more source
DDoS classification of network traffic in software defined networking SDN using a hybrid convolutional and gated recurrent neural network. [PDF]
Elshewey AM +4 more
europepmc +1 more source
Hyperparameter optimization of XGBoost and hybrid CnnSVM for cyber threat detection using modified Harris hawks algorithm. [PDF]
Elwahsh H +7 more
europepmc +1 more source
A Multi-Class Intrusion Detection System for DDoS Attacks in IoT Networks Using Deep Learning and Transformers. [PDF]
Wahab SA +5 more
europepmc +1 more source
Lightweight machine learning framework for efficient DDoS attack detection in IoT networks. [PDF]
Nawaz M +4 more
europepmc +1 more source
Deep memory for deep threats: A novel architecture combining GRUs and deep learning models for IDS. [PDF]
Alqhatani A +5 more
europepmc +1 more source
A privacy preserving intrusion detection framework for IIoT in 6G networks using homomorphic encryption and graph neural networks. [PDF]
Hua B, Xi H.
europepmc +1 more source

