GraphFedAI framework for DDoS attack detection in IoT systems using federated learning and graph based artificial intelligence. [PDF]
Anjum M +6 more
europepmc +1 more source
Dataset-centric evaluation of federated intrusion detection models in IoT networks. [PDF]
Bilal MA +5 more
europepmc +1 more source
BigFlow-NIDS: A large-scale dataset for network intrusion detection in big data environment. [PDF]
Uddin MB, Arefin MS, Hussain MMM.
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
Secure federated learning with metaheuristic optimized dimensionality reduction and multi-head attention for DDoS attack mitigation. [PDF]
Alanazi AA +5 more
europepmc +1 more source
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
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
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

