Computer Intrusion: Detecting Masquerades 论文

2001Statistical Science引用 378
Algorithms and Data CompressionAdvanced Malware Detection TechniquesNetwork Security and Intrusion Detection

摘要

Masqueraders in computer intrusion detection are people who use somebody else’s computer account. We investigate a number of statistical approaches for detecting masqueraders. To evaluate them, we collected UNIX command data from 50 users and then contaminated the data with masqueraders. The experiment was blinded. We show results from six methods, including two approaches from the computer science community.