Intrusion detection in unlabeled data with quarter-sphere Support Vector Machines
暂无分享,去创建一个
Klaus-Robert Müller | Christin Schäfer | Igor Kotenko | Pavel Laskov | K. Müller | Igor Kotenko | P. Laskov | C. Schäfer
[1] Dorothy E. Denning,et al. An Intrusion-Detection Model , 1987, IEEE Transactions on Software Engineering.
[2] T Poggio,et al. Regularization Algorithms for Learning That Are Equivalent to Multilayer Networks , 1990, Science.
[3] Gunar E. Liepins,et al. Intrusion detection: Its role and validation , 1992, Comput. Secur..
[4] Alfonso Valdes,et al. Next-generation Intrusion Detection Expert System (NIDES)A Summary , 1997 .
[5] Peter G. Neumann,et al. EMERALD: Event Monitoring Enabling Responses to Anomalous Live Disturbances , 1997, CCS 2002.
[6] Bernhard Schölkopf,et al. On a Kernel-Based Method for Pattern Recognition, Regression, Approximation, and Operator Inversion , 1998, Algorithmica.
[7] Vladimir Vapnik,et al. Statistical learning theory , 1998 .
[8] Bernhard Schölkopf,et al. Nonlinear Component Analysis as a Kernel Eigenvalue Problem , 1998, Neural Computation.
[9] Gunnar Rätsch,et al. Input space versus feature space in kernel-based methods , 1999, IEEE Trans. Neural Networks.
[10] Alfonso Valdes,et al. Adaptive, Model-Based Monitoring for Cyber Attack Detection , 2000, Recent Advances in Intrusion Detection.
[11] Vladimir N. Vapnik,et al. The Nature of Statistical Learning Theory , 2000, Statistics for Engineering and Information Science.
[12] Leonid Portnoy,et al. Intrusion detection with unlabeled data using clustering , 2000 .
[13] Gunnar Rätsch,et al. An introduction to kernel-based learning algorithms , 2001, IEEE Trans. Neural Networks.
[14] Bernhard Schölkopf,et al. Learning with kernels , 2001 .
[15] Bernhard Schölkopf,et al. Estimating the Support of a High-Dimensional Distribution , 2001, Neural Computation.
[16] Sushil Jajodia,et al. Applications of Data Mining in Computer Security , 2002, Advances in Information Security.
[17] Gunnar Rätsch,et al. Constructing Boosting Algorithms from SVMs: An Application to One-Class Classification , 2002, IEEE Trans. Pattern Anal. Mach. Intell..
[18] Jaideep Srivastava,et al. A Comparative Study of Anomaly Detection Schemes in Network Intrusion Detection , 2003, SDM.