Matches in SemOpenAlex for { <https://semopenalex.org/work/W4287814602> ?p ?o ?g. }
Showing items 1 to 65 of
65
with 100 items per page.
- W4287814602 abstract "The MITRE ATT&CK Framework provides a rich and actionable repository of adversarial tactics, techniques, and procedures (TTP). However, this information would be highly useful for attack diagnosis (i.e., forensics) and mitigation (i.e., intrusion response) if we can reliably construct technique associations that will enable predicting unobserved attack techniques based on observed ones. In this paper, we present our statistical machine learning analysis on APT and Software attack data reported by MITRE ATT&CK to infer the technique clustering that represents the significant correlation that can be used for technique prediction. Due to the complex multidimensional relationships between techniques, many of the traditional clustering methods could not obtain usable associations. Our approach, using hierarchical clustering for inferring attack technique associations with 95% confidence, provides statistically significant and explainable technique correlations. Our analysis discovers 98 different technique associations (i.e., clusters) for both APT and Software attacks. Our evaluation results show that 78% of the techniques associated by our algorithm exhibit significant mutual information that indicates reasonably high predictability." @default.
- W4287814602 created "2022-07-26" @default.
- W4287814602 creator A5042403820 @default.
- W4287814602 creator A5062646928 @default.
- W4287814602 creator A5066158507 @default.
- W4287814602 date "2020-04-16" @default.
- W4287814602 modified "2023-09-23" @default.
- W4287814602 title "Learning the Associations of MITRE ATT&CK Adversarial Techniques" @default.
- W4287814602 doi "https://doi.org/10.48550/arxiv.2005.01654" @default.
- W4287814602 hasPublicationYear "2020" @default.
- W4287814602 type Work @default.
- W4287814602 citedByCount "0" @default.
- W4287814602 crossrefType "posted-content" @default.
- W4287814602 hasAuthorship W4287814602A5042403820 @default.
- W4287814602 hasAuthorship W4287814602A5062646928 @default.
- W4287814602 hasAuthorship W4287814602A5066158507 @default.
- W4287814602 hasBestOaLocation W42878146021 @default.
- W4287814602 hasConcept C105795698 @default.
- W4287814602 hasConcept C119857082 @default.
- W4287814602 hasConcept C124101348 @default.
- W4287814602 hasConcept C136764020 @default.
- W4287814602 hasConcept C154945302 @default.
- W4287814602 hasConcept C197640229 @default.
- W4287814602 hasConcept C199360897 @default.
- W4287814602 hasConcept C2777904410 @default.
- W4287814602 hasConcept C2780615836 @default.
- W4287814602 hasConcept C2780801425 @default.
- W4287814602 hasConcept C33923547 @default.
- W4287814602 hasConcept C35525427 @default.
- W4287814602 hasConcept C37736160 @default.
- W4287814602 hasConcept C41008148 @default.
- W4287814602 hasConcept C73555534 @default.
- W4287814602 hasConcept C92835128 @default.
- W4287814602 hasConceptScore W4287814602C105795698 @default.
- W4287814602 hasConceptScore W4287814602C119857082 @default.
- W4287814602 hasConceptScore W4287814602C124101348 @default.
- W4287814602 hasConceptScore W4287814602C136764020 @default.
- W4287814602 hasConceptScore W4287814602C154945302 @default.
- W4287814602 hasConceptScore W4287814602C197640229 @default.
- W4287814602 hasConceptScore W4287814602C199360897 @default.
- W4287814602 hasConceptScore W4287814602C2777904410 @default.
- W4287814602 hasConceptScore W4287814602C2780615836 @default.
- W4287814602 hasConceptScore W4287814602C2780801425 @default.
- W4287814602 hasConceptScore W4287814602C33923547 @default.
- W4287814602 hasConceptScore W4287814602C35525427 @default.
- W4287814602 hasConceptScore W4287814602C37736160 @default.
- W4287814602 hasConceptScore W4287814602C41008148 @default.
- W4287814602 hasConceptScore W4287814602C73555534 @default.
- W4287814602 hasConceptScore W4287814602C92835128 @default.
- W4287814602 hasLocation W42878146021 @default.
- W4287814602 hasOpenAccess W4287814602 @default.
- W4287814602 hasPrimaryLocation W42878146021 @default.
- W4287814602 hasRelatedWork W2006247118 @default.
- W4287814602 hasRelatedWork W2091135350 @default.
- W4287814602 hasRelatedWork W2158365839 @default.
- W4287814602 hasRelatedWork W2351303734 @default.
- W4287814602 hasRelatedWork W2360641431 @default.
- W4287814602 hasRelatedWork W2379233030 @default.
- W4287814602 hasRelatedWork W2382568009 @default.
- W4287814602 hasRelatedWork W2390393422 @default.
- W4287814602 hasRelatedWork W2592952084 @default.
- W4287814602 hasRelatedWork W4205705013 @default.
- W4287814602 isParatext "false" @default.
- W4287814602 isRetracted "false" @default.
- W4287814602 workType "article" @default.