Adam: A Method for Stochastic Optimization

Diederik P. Kingma, Jimmy Ba

UvA-DARE (University of Amsterdam)

Artificial IntelligenceMathematical ProgrammingModel OptimizationMachine VisionMachine Learning +12

Focal Loss for Dense Object Detection

Tsung-Yi Lin, Priya Goyal, Ross Girshick, +2

Image ClassificationConvolutional Neural NetworkImage AnalysisMachine VisionMachine Learning +13

A detailed analysis of the KDD CUP 99 data set

Mahbod Tavallaee, Ebrahim Bagheri, Wei Lu, +1

Anomaly DetectionEngineeringInformation SecurityInformation ForensicsSignature-based Idss +23

A Deep Learning Approach to Network Intrusion Detection

Nathan Shone, Trần Nguyên Ngọc, Phai Vu Dinh, +1

IEEE Transactions on Emerging Topics in Computational Intelligence

Deep Learning for Anomaly Detection: A Survey

Raghavendra Chalapathy, Sanjay Chawla

arXiv (Cornell University)

Anomaly DetectionMachine LearningData ScienceData MiningPattern Recognition +10

Deep learning for cyber security intrusion detection: Approaches, datasets, and comparative study

Mohamed Amine Ferrag, Sotiris Moschoyiannis, Helge Janicke

Journal of Information Security and Applications

EngineeringMachine LearningData ScienceIntrusion Detection SystemDefense Systems +8

A survey of intrusion detection techniques in Cloud

Chirag Modi, Dhiren Patel, Bhavesh Borisaniya, +3

Journal of Network and Computer Applications

EngineeringData ScienceIntrusion Detection SystemInformation SecurityCloud Computing +9

Intrusion Detection System Using Deep Neural Network for In-Vehicle Network Security

Min-Joo Kang, Je‐Won Kang

PLoS ONE

Vehicle CommunicationInternet Of VehicleEngineeringMachine LearningDeep Learning +10

Building an efficient intrusion detection system based on feature selection and ensemble classifier

Yuyang Zhou, Guang Cheng, Shanqing Jiang, +1

Computer Networks

EngineeringData ScienceData MiningPattern RecognitionIntrusion Detection System +7

Intrusion Detection in 802.11 Networks: Empirical Evaluation of Threats and a Public Dataset

Constantinos Kolias, Georgios Kambourakis, Angelos Stavrou, +1

IEEE Communications Surveys & Tutorials

EngineeringInformation SecurityExternal ProtectionIot SecurityWireless Computing +17