Yuval Elovici

Senior Academic

Evaluation of a temporal-abstraction knowledge acquisition tool in the network security domain

In this paper we describe the design and evaluation of the Temporal Knowledge Master, a graphical knowledge-acquisition (KA) tool used for entering the knowledge required by any implementation of the Knowledge-Based Temporal Abstraction (KBTA) method. The KBTA method provides mechanisms that perform derivation of context-specific, interval-based abstract interpretations (also known as Temporal Abstractions) from raw time-stamped data, by using a domain-specific knowledge-base. The study evaluated the functionality and usability of the KA tool in the computer-network security domain.

Publication language English
Pages 7-14
Publication status Published - 28.10.2007

Keywords

Computer-network security
Knowledge acquisition
Knowledge-based temporal abstraction
Malicious software
Temporal patterns

ASJC Scopus subject areas

Information Systems
Software
Access to Document
10.1145/1298406.1298410
Other files and links
Link to publication in Scopus