Assessing the effectiveness of dimensionality reduction on the interpretability of opaque machine learning-based attack detection systems
Houssam Zouhri, Ali Idri, Hajar Hakkoum
Topics & Concepts
InterpretabilityDimensionality reductionOpacityArtificial intelligenceReduction (mathematics)Computer scienceCurse of dimensionalityMachine learningMultifactor dimensionality reductionPattern recognition (psychology)MathematicsChemistryPhysicsGenotypeGeneOpticsSingle-nucleotide polymorphismBiochemistryGeometryAnomaly Detection Techniques and ApplicationsNetwork Security and Intrusion DetectionAdversarial Robustness in Machine Learning