The Windows-Users and -Intruder simulations Logs dataset (WUIL): An experimental framework for masquerade detection mechanisms

作者:

Highlights:

• We introduce a new masquerade dataset, called WUIL, that includes faithful masquerade attempts.

• We argue that how a user navigates her file system structure neatly separates a masquerade from ordinary user behavior.

• We argue that our approach works at a high-level of abstraction for building novel models for masquerade detection.

摘要

•We introduce a new masquerade dataset, called WUIL, that includes faithful masquerade attempts.•We argue that how a user navigates her file system structure neatly separates a masquerade from ordinary user behavior.•We argue that our approach works at a high-level of abstraction for building novel models for masquerade detection.

论文关键词:Masquerade dataset,Masquerade detection,Computer security

论文评审过程:Available online 22 August 2013.

论文官网地址:https://doi.org/10.1016/j.eswa.2013.08.022