Profiler-2000: Attacking the Insider Threat

Summary

The Profiler project was concerned with fundamental theoretical and measurement issues in the field of anomaly/intrusion detection, particularly as directed at the problem of insiders, as well as rigorous assessment and error analysis of an anomaly detector in an insider-threat environment.

Keywords

Insider threat, Insider, Computer security, Business, Computer science

References

Predicting Sequences of User ActionsBrian D. Davison, Haym Hirsh — 1998
Beyond Independence: Conditions for the Optimality of the Simple Bayesian ClassifierPedro Domingos, Michael J. Pazzani — 1996
Evaluation of diagnostic systems : methods from signal detection theoryJohn A. Swets, Ronald M. Pickett — 1982
A comparison of event models for naive bayes text classificationAndrew McCallum, Kamal Nigam — 1998
A survey of intrusion detection techniquesTeresa F. Lunt — 1993
A Hybrid High-Order Markov Chain Model for Computer Intrusion DetectionWen‐Hua Ju, Yehuda Vardi — 2001
Computer Intrusion: Detecting MasqueradesWilliam DuMouchel, Wen‐Hua Ju, Alan F. Karr — 2001
Towards a taxonomy of intrusion-detection systemsHervé Debar, Marc Daciér, Andreas Wespi — 1999
Detecting masquerades in intrusion detection based on unpopular commandsMatthias Schonlau, Martin Theus — 2000
Characterizing the behavior of a program using multiple-length N-gramsCarla Marceau — 2001
Information-theoretic measures for anomaly detectionWenke Lee, Dong Xiang — 2001
Intrusion detection via static analysisDavid Wagner, Ralph A. Dean — 2001
Detecting intrusions using system calls: alternative data modelsC. Warrender, Stephanie Forrest, Barak A. Pearlmutter — 1999
Detecting anomalous and unknown intrusions against programsA. K. Ghosh, James Wanken, F. Charron — 1998
Masquerade detection using enriched command linesRoy A. Maxion — 2003
A sense of self for Unix processesStephanie Forrest, Steven A. Hofmeyr, Anil Somayaji — 1996
Learning Program Behavior Profiles for Intrusion DetectionA. K. Ghosh, Aaron Schwartzbard, Michael Schätz — 1999

Cited by

No citing papers recorded for this paper.

Related papers

Investigation of Attributes that Influence the Insider TrustRohayanti Hassan, Iszaida Ismail, Shahreen Kasim — 2017
Review on Insider Threat Detection TechniquesTolulope O. Oladimeji, C. K. Ayo, Sunday Eric Adewumi — 2019
Mitigating Insider Threat Using Human Behavior Influence ModelsAnthony J. Puleo — 2012
Detection of Insiders Misuse in Database SystemsNahla Shatnawi, Qutaibah Althebyan, Wail Mardini — 2011
An agent-based approach to modeling insider threatJohn A. Sokolowski, Catherine M. Banks — 2015
Machine learning based Insider Threat Modelling and DetectionDuc C. Le, A. Nur Zincir‐Heywood — 2019
Identifying and Mitigating Insider ThreatsChristian W. Probst — 2011
Insider Threat Classification Using KNN Machine-Learning TechniqueNitin Dixit, Rishi Gupta, Pradeep Yadav — 2023
A new approach for detection of insider attacksSevil Şen — 2013