Abstract. We have been developing a data mining (i.e., knowledge discovery) framework, MADAM ID, for. Mining Audit Data for Automated Models for Intrusion ...
In this paper, we examine why domain knowledge is required in the data mining process, and suggest how to combine knowledge discovery and knowledge engineering ...
Wenke Lee, Salvatore J. Stolfo: Combining Knowledge Discovery and Knowledge Engineering to Build IDSs. Recent Advances in Intrusion Detection 1999.
This paper reports on the use of ID3 to Web attack detection. Even though simple, ID3 is sufficient to put apart a number of Web attacks.
May 1, 2023 · In this paper, we propose a decision support system that allows interactive knowledge discovery and knowledge visualization to support practitioners.
To this end, the study suggests considering the problem of intrusion detection as a Knowledge Discovery process and to describe it in terms of both e-services ...
Apr 30, 2024 · This paper presents a framework for the integrated use of established formal knowledge engineering methods and knowledge discovery processes ...
Missing: Combining Build
Mar 22, 2021 · We combine domain knowledge in the “black box” system to enhance the explainability of AI- based complex model's decision.
We propose a novel system for rapid development and deployment of effective and cost-sensitive IDSs. Our system automates feature construction, the critical ...
Combining Knowledge Discovery and Knowledge Engineering to Build IDSs · Wenke LeeS. Stolfo. Computer Science. Recent Advances in Intrusion Detection. 1999. TLDR.