Machine Learning Techniques for the Domain of Anomaly Detection for Computer Security

Machine Learning Techniques for the Domain of Anomaly Detection for Computer Security (1998)

Cached

Download Links

by Terran Lane

Citations:

BibTeX

@MISC{Lane98machinelearning,
    author = {Terran Lane},
    title = {Machine Learning Techniques for the Domain of Anomaly Detection for Computer Security },
    year = {1998}
}

Bookmark

OpenURL

Abstract

Citations

7320	Introduction to Algorithms - CORMEN, LEISERSON, et al. - 1985
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
897	Instance-Based Learning Algorithms - Aha, Kibler, et al. - 1991
784	Learning logical definitions from relations - Quinlan - 1989
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
363	An intrusion-detection model - Denning - 1986
329	Multitask learning - Caruana - 1997
314	event monitoring enabling responses to anomalous live disturbances - Porras, Neumann - 1997
237	Computer Security Threat Monitoring and Surveillance - Anderson
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
129	The internet worm program: an analysis - Spafford - 1989
123	A network security monitor - HEBERLEIN, DIAS, et al. - 1990
123	Classification and detection of computer intrusions - Kumar - 1995
113	Clustering sequences with hidden markov models - Smyth - 1997
109	Is learning the n-th thing any easier than learning the first - Thrun - 1996
107	The SRI IDES statistical anomaly detector - JAVITZ, VALDES - 1991
92	intrusion detection system - Smaha, Haystack - 1988
79	Learning logical de nitions from relations - Quinlan - 1990
75	The Design of GrIDS: A Graph-Based Intrusion Detection System - Cheung, Crawford, et al. - 1999
72	Expert systems in intrusion detection: A case study - Sebring, Shellhouse, et al.
71	Hopfield; Large automatic learning, rule extraction and generalization - Denker, Schwartz, et al. - 1987
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
63	Continual Learning in Reinforcement Environments - Ring - 1994
60	Sequence matching and learning in anomaly detection for computer security - LANE, BRODLEY - 1997
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
52	The Cuckoo’s Egg - Stoll - 1989
50	A prototype real-time intrusion-detection expert system - Lunt, Jagannathan - 1988
45	An application of machine learning to anomaly detection - LANE, BRODLEY - 1997
45	A.A.: Direct transfer of learned information among neural networks - Pratt, Mostow, et al. - 1991
41	Using the future to “sort out” the present: Rankprop and multitask learning for medical risk evaluation - Caruana, Baluja, et al. - 1996
38	Discriminability-Based Transfer between Neural Networks - Pratt - 1993
37	Incremental constructive induction: An instance-based approach, in - Aha - 1991
34	On learning how to learn learning strategies - Schmidhuber - 1994
30	IDES: An intelligent system for detecting intruders - Lunt - 1990
26	Learning sequential tasks by incrementally adding higher orders - Ring - 1993
25	Security audit trail analysis using inductively generated predictive rules - Teng, Lu - 1990
23	Markov monitoring with unknown states - Smyth - 1994
20	Lifelong learning: A case study - Thrun - 1995