Journal of Information Security and Applications · 2021 · 209 citations · 63 references
ComputingComputer EngineeringComputer ScienceComputer SecurityMachine LearningNetwork SecurityDeep LearningIntrusion DetectionNeural NetworksOptimization For Machine LearningRepresentation LearningThreat DetectionAttack Traffic ClassificationDeep Learning For Intrusion DetectionDeep Learning-based Anomaly DetectionDeep Learning-based DetectionHyperparameter OptimizationHyperparameter TuningIntrusion ClassificationMachine Learning For Intrusion Detection
63
Adam: A Method for Stochastic Optimization
Diederik P. Kingma, Jimmy Ba · UvA-DARE (University of Amsterdam) · 2014 · 84.8K citations · Full text
Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification
Kaiming He, Xiangyu Zhang, Shaoqing Ren et al. · 2015 · 18.8K citations
Random search for hyper-parameter optimization
James Bergstra, Yoshua Bengio · 2012 · 7.9K citations
A detailed analysis of the KDD CUP 99 data set
Mahbod Tavallaee, Ebrahim Bagheri, Wei Lu et al. · 2009 · 4.8K citations · Full text