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Jiawei Han, Micheline Kamber

Choice Reviews Online

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Scientific Data

Learning from Imbalanced Data

Haibo He, Edwardo A. Garcia

IEEE Transactions on Knowledge and Data Engineering

EngineeringMachine LearningCritical ReviewText MiningData Science +16

OpenFlow

Nick McKeown, Tom Anderson, Hari Balakrishnan, +5

ACM SIGCOMM Computer Communication Review

Ethernet SwitchEngineeringHigh Performance Computer NetworkSoftware-defined NetworkingEdge Computing +11

A detailed analysis of the KDD CUP 99 data set

Mahbod Tavallaee, Ebrahim Bagheri, Wei Lu, +1

Anomaly DetectionEngineeringInformation SecurityInformation ForensicsSignature-based Idss +23

Toward Generating a New Intrusion Detection Dataset and Intrusion Traffic Characterization

Iman Sharafaldin, Arash Habibi Lashkari, Ali A. Ghorbani

Ddos DetectionEngineeringData ScienceData MiningInformation Security +12

UNSW-NB15: a comprehensive data set for network intrusion detection systems (UNSW-NB15 network data set)

Nour Moustafa, Jill Slay

EngineeringInformation SecurityData ScienceData MiningDenial-of-service Attack +17

A Survey of Data Mining and Machine Learning Methods for Cyber Security Intrusion Detection

Anna L. Buczak, Erhan Guven

IEEE Communications Surveys & Tutorials

EngineeringMachine LearningInformation SecurityInformation ForensicsData Mining Security +14

Outside the Closed World: On Using Machine Learning for Network Intrusion Detection

Robin Sommer, Vern Paxson

Anomaly DetectionMachine LearningEngineeringInformation SecurityData Science +16

Testing Intrusion detection systems

John McHugh

ACM Transactions on Information and System Security

EngineeringInformation SecurityVerificationSoftware EngineeringSecurity Evaluation +18