Evaluating the Performance of Various SVM Kernel Functions Based on Basic Features Extracted from KDDCUP'99 Dataset by Random Forest Method for Detecting DDoS Attacks
Kaushik Adhikary, Shashi Bhushan, Sunil Kumar, Kamlesh Dutta
Topics & Concepts
Computer scienceDenial-of-service attackKernel (algebra)Radial basis function kernelSupport vector machineGraph kernelPolynomial kernelArtificial intelligenceApplication layer DDoS attackVariable kernel density estimationLaplace operatorKernel principal component analysisKernel methodMachine learningPattern recognition (psychology)The InternetMathematicsMathematical analysisCombinatoricsWorld Wide WebNetwork Security and Intrusion DetectionAdvanced Malware Detection TechniquesInternet Traffic Analysis and Secure E-voting