I-SiamIDS: an improved Siam-IDS for handling class imbalance in network-based intrusion detection systems
Punam Bedi, Neha Gupta, Vinita Jindal
Topics & Concepts
Computer scienceBoosting (machine learning)Artificial intelligenceClassifier (UML)Artificial neural networkIntrusion detection systemBinary numberMachine learningBinary classificationTraining setIntrusionGradient boostingClass (philosophy)Pattern recognition (psychology)Deep neural networksData miningSupport vector machineEnsemble learningMajority ruleF1 scoreLabeled dataLayer (electronics)False positive rateExtreme learning machineImbalanced Data Classification TechniquesNetwork Security and Intrusion DetectionAnomaly Detection Techniques and Applications