Přehled o publikaci
2022
SoK: Applications and Challenges of using Recommender Systems in Cybersecurity Incident Handling and Response
HUSÁK, Martin and Milan ČERMÁKBasic information
Original name
SoK: Applications and Challenges of using Recommender Systems in Cybersecurity Incident Handling and Response
Authors
HUSÁK, Martin and Milan ČERMÁK
Edition
Vienna, The 17th International Conference on Availability, Reliability and Security (ARES 2022), p. "25:1"-"25:10", 10 pp. 2022
Publisher
ACM
Other information
Language
English
Type of outcome
Proceedings paper
Country of publisher
United States of America
Confidentiality degree
is not subject to a state or trade secret
Publication form
electronic version available online
References:
Marked to be transferred to RIV
Yes
RIV identification code
RIV/00216224:14610/22:00126038
Organization
Ústav výpočetní techniky – Repository – Repository
ISBN
978-1-4503-9670-7
UT WoS
EID Scopus
Keywords in English
Recommender System;Incident Handling;Incident Response
Links
EF16_019/0000822, research and development project.
Changed: 28/6/2024 04:39, RNDr. Daniel Jakubík
Abstract
In the original language
Incident handling, a fundamental activity of a cybersecurity incident response team, is a complex discipline that consumes a significant amount of personnel's time and costs. There are continuous efforts to facilitate incident handling and response in terms of providing procedural or decision support and processing relevant data. In this paper, we survey the approaches towards (semi-)automated incident handling and response backed by recommender systems that are successful in other domains. We discuss which phases and tiers of incident handling can be automated and to what level while evaluating the maturity of proposed approaches and tools. While we did not find a full-scale recommender system that would guide the user through incident handling and suggest which steps to take, many of them aim at particular problems. The discussed issues are not resolved yet but seem to get the attention of researchers and will likely be investigated in the future.