DistilXIDS: Efficient, lightweight and explainable transformer-based language model for real-time network intrusion detection
Amal Ajayan, G. Kirubavathi, Iqbal H. Sarker
Topics & Concepts
Computer scienceScalabilityIntrusion detection systemInferenceDenial-of-service attackMachine learningArtificial intelligenceFalse positive paradoxAdaptabilityData miningRobustness (evolution)Benchmark (surveying)AutoencoderNetwork securityEncoderAttack patternsReliability (semiconductor)Latency (audio)Class (philosophy)Offset (computer science)TransformerAttack modelFeature (linguistics)SkewDistributed computingAnomaly detectionLanguage modelLow latency (capital markets)Prior probabilityFault toleranceByzantine fault toleranceNetwork Security and Intrusion DetectionAnomaly Detection Techniques and ApplicationsAdvanced Malware Detection Techniques