TapTree: Process-Tree Based Host Behavior Modeling and Threat Detection Framework via Sequential Pattern Mining

Autor: Mamun, Mohammad, Buffett, Scott

Publikováno v: Information and Communications Security. 24th International Conference, ICICS 2022, Canterbury, UK, September 5-8, 2022, Proceedings Sep 2022 Pages 546-565

Audit logs containing system level events are frequently used for behavior modeling as they can provide detailed insight into cyber-threat occurrences. However, mapping low-level system events in audit logs to highlevel behaviors has been a major cha

Externí odkaz: http://arxiv.org/abs/2312.07575

Towards a robust and trustworthy machine learning system development: An engineering perspective

Autor: Xiong, Pulei, Buffett, Scott, Iqbal, Shahrear, Lamontagne, Philippe, Mamun, Mohammad, Molyneaux, Heather

Publikováno v: In Journal of Information Security and Applications March 2022 65

A Bayesian classifier for learning opponents’ preferences in multi-object automated negotiation

Autor: Buffett, Scott, Spencer, Bruce

Publikováno v: In Electronic Commerce Research and Applications 2007 6(3):274-284

Negotiating Exchanges of P3p-Labeled Information for Compensation.

Autor: Buffett, Scott^1,2, Jia, Keping^1,2, Liu, Sandy^1,2, Spencer, Bruce^1,2, Fang Wang^1,2

Publikováno v: Computational Intelligence. Nov2004, Vol. 20 Issue 4, p663-677. 15p. 2 Diagrams, 2 Charts.

Analyzing student inquiry data using process discovery and sequence classification

Autor: Emond, Bruno, Buffett, Scott

This paper reports on results of applying process discovery mining and sequence classifcation mining techniques to a data set of semi-structured learning activities. The main research objective is to advance educational data mining to model and suppo

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=od______1674::a20506cc2e646e8248ed9d969d1d13cd
https://nrc-publications.canada.ca/eng/view/object/?id=c1eee199-2ec7-4bb2-846f-22e67c370523