Machine Learning Techniques for the Computer Security Domain of Anomaly Detection

Machine Learning Techniques for the Computer Security Domain of Anomaly Detection (2000)

Cached

Download Links

[www.ai.mit.edu]

Other Repositories/Bibliography

DBLP

by Terran D. Lane

Citations:

27 - 1 self

BibTeX

@MISC{Lane00machinelearning,
    author = {Terran D. Lane},
    title = {Machine Learning Techniques for the Computer Security Domain of Anomaly Detection},
    year = {2000}
}

Years of Citing Articles

Bookmark

OpenURL

Abstract

: : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : xv 1

Citations

7320	Introduction to Algorithms - CORMEN, LEISERSON, et al. - 1985
6236	Maximum likelihood from incomplete data via EM algorithm - Dempster, Laird, et al. - 1977
4072	JR: C4.5: Programs for Machine Learning - Quinlan
3118	A tutorial on hidden Markov models and selected applications in speech recognition - Rabiner - 1989
2888	Induction of Decision Trees - Quinlan - 1986
2109	Introduction to Statistical Pattern Recognition - Fukunaga - 1990
1714	Schapire R: A decision-theoretic generalization of online learning and an application to boosting - Freund - 1997
1656	CJC: A Tutorial on Support Vector Machines for Pattern Recognition - Burges - 1998
1180	Fundamentals of speech recognition - Rabiner - 1993
897	Instance-Based Learning Algorithms - Aha, Kibler, et al. - 1991
751	Learning Bayesian networks: the combination of knowledge and statistical data - Heckerman, Geiger, et al. - 1995
575	A maximization technique occurring in the statistical analysis of probabilistic functions of Markov chains - LE, Petrie, et al. - 1970
457	A sense of self for unix processes - Forrest, Hofmeyr, et al. - 1996
440	Maximum likelihood linear regression for speaker adaptation of continuous density hidden markov models - Leggetter, Woodland - 1995
363	An intrusion-detection model - Denning - 1986
329	Multitask learning - Caruana - 1997
317	SJ: The estimation of stochastic context-free grammars using the INSIDE-OUTSIDE algorithm. Computer Speech and Language - Lari, Young - 1990
237	Computer Security Threat Monitoring and Surveillance - Anderson
224	Nearest Neighbor (NN) Norms: NN Pattern Classi®cation Techiniques - Dasarathy - 1991
211	Clustering to minimize the maximum intercluster distance - Gonzalez - 1985
204	Network intrusion detection - Mukherjee, Heberlein, et al. - 1994
194	Heterogeneous uncertainty sampling for supervised learning - Lewis, Catlett - 1994
167	The Need for Biases in Learning Generalizations - Mitchell - 1990
154	Probabilistic independence networks for hidden markov probability models - Smyth - 1997
152	CA: Computer immunology - Forrest, Beauchemin
141	Handbook of parametric and nonparametric statistical procedures - Sheskin - 1997
128	An Architecture for Intrusion Detection using Autonomous Agents - Balasubramaniyan, Garcia-Fernandez, et al. - 1998
128	The expectation-maximization algorithm - Moon - 1996
123	Classification and detection of computer intrusions - Kumar - 1995
123	A network security monitor - HEBERLEIN, DIAS, et al. - 1990
107	The SRI IDES statistical anomaly detector - JAVITZ, VALDES - 1991
98	Activity Monitoring: Noticing Interesting Changes - Fawcett, Provost - 1999
92	intrusion detection system - Smaha, Haystack - 1988
92	Learning patterns from unix process execution traces for intrusion detection - Lee, Stolfo, et al. - 1997
81	Finding similar time series - Das, Gunopulos, et al. - 1997
76	Predicting Sequences of User Actions - Davison, Hirsh - 1998
75	The Design of GrIDS: A Graph-Based Intrusion Detection System - Cheung, Crawford, et al. - 1999
74	Mining audit data to build intrusion detection models - Lee, Stolfo, et al. - 1998
72	Expert systems in intrusion detection: A case study - Sebring, Shellhouse, et al.
69	Discovering structure in multiple learning tasks: The TC algorithm - Thrun, O’Sullivan - 1996
67	Adaptive real-time anomaly detection using inductively generated sequential patterns - Teng, Chen, et al.
65	Concept acquisition through representational adjustment - Schlimmer - 1987
64	Fast eective rule induction - Cohen - 1995
64	Heterogeneous Learning in the Doppelganger User Modeling System. User Modeling and User-Adapted Interaction 4(2 - Orwant - 1995
63	Continual Learning in Reinforcement Environments - Ring - 1994
58	An Application of Pattern Matching in Intrusion Detection - KUMAR, SPAFFORD - 1994
58	Shifting inductive bias with success-story algorithm, adaptive Levin search, and incremental selfimprovement - Schmidhuber, Zhao, et al. - 1997
55	A bayesian/information theoretic model of learning to learn via multiple task sampling - Baxter - 1997
55	Intrusion detection with neural networks - RYAN, LIN, et al. - 1998
52	The Cuckoo’s Egg - Stoll - 1989