Matches in SemOpenAlex for { <https://semopenalex.org/work/W3048012689> ?p ?o ?g. }
Showing items 1 to 78 of
78
with 100 items per page.
- W3048012689 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.
- W3048012689 created "2020-08-13" @default.
- W3048012689 creator A5042403820 @default.
- W3048012689 creator A5062646928 @default.
- W3048012689 creator A5066158507 @default.
- W3048012689 date "2020-06-01" @default.
- W3048012689 modified "2023-09-30" @default.
- W3048012689 title "Learning the Associations of MITRE ATT & CK Adversarial Techniques" @default.
- W3048012689 cites W1540089290 @default.
- W3048012689 cites W2049017883 @default.
- W3048012689 cites W2126645252 @default.
- W3048012689 cites W2207375515 @default.
- W3048012689 cites W2414895359 @default.
- W3048012689 cites W2892459955 @default.
- W3048012689 cites W2993383518 @default.
- W3048012689 cites W4211007335 @default.
- W3048012689 cites W4213009331 @default.
- W3048012689 doi "https://doi.org/10.1109/cns48642.2020.9162207" @default.
- W3048012689 hasPublicationYear "2020" @default.
- W3048012689 type Work @default.
- W3048012689 sameAs 3048012689 @default.
- W3048012689 citedByCount "41" @default.
- W3048012689 countsByYear W30480126892021 @default.
- W3048012689 countsByYear W30480126892022 @default.
- W3048012689 countsByYear W30480126892023 @default.
- W3048012689 crossrefType "proceedings-article" @default.
- W3048012689 hasAuthorship W3048012689A5042403820 @default.
- W3048012689 hasAuthorship W3048012689A5062646928 @default.
- W3048012689 hasAuthorship W3048012689A5066158507 @default.
- W3048012689 hasConcept C105795698 @default.
- W3048012689 hasConcept C119857082 @default.
- W3048012689 hasConcept C124101348 @default.
- W3048012689 hasConcept C136764020 @default.
- W3048012689 hasConcept C154945302 @default.
- W3048012689 hasConcept C197640229 @default.
- W3048012689 hasConcept C199360897 @default.
- W3048012689 hasConcept C2777904410 @default.
- W3048012689 hasConcept C2780615836 @default.
- W3048012689 hasConcept C2780801425 @default.
- W3048012689 hasConcept C33923547 @default.
- W3048012689 hasConcept C35525427 @default.
- W3048012689 hasConcept C37736160 @default.
- W3048012689 hasConcept C41008148 @default.
- W3048012689 hasConcept C73555534 @default.
- W3048012689 hasConcept C92835128 @default.
- W3048012689 hasConceptScore W3048012689C105795698 @default.
- W3048012689 hasConceptScore W3048012689C119857082 @default.
- W3048012689 hasConceptScore W3048012689C124101348 @default.
- W3048012689 hasConceptScore W3048012689C136764020 @default.
- W3048012689 hasConceptScore W3048012689C154945302 @default.
- W3048012689 hasConceptScore W3048012689C197640229 @default.
- W3048012689 hasConceptScore W3048012689C199360897 @default.
- W3048012689 hasConceptScore W3048012689C2777904410 @default.
- W3048012689 hasConceptScore W3048012689C2780615836 @default.
- W3048012689 hasConceptScore W3048012689C2780801425 @default.
- W3048012689 hasConceptScore W3048012689C33923547 @default.
- W3048012689 hasConceptScore W3048012689C35525427 @default.
- W3048012689 hasConceptScore W3048012689C37736160 @default.
- W3048012689 hasConceptScore W3048012689C41008148 @default.
- W3048012689 hasConceptScore W3048012689C73555534 @default.
- W3048012689 hasConceptScore W3048012689C92835128 @default.
- W3048012689 hasLocation W30480126891 @default.
- W3048012689 hasOpenAccess W3048012689 @default.
- W3048012689 hasPrimaryLocation W30480126891 @default.
- W3048012689 hasRelatedWork W2006247118 @default.
- W3048012689 hasRelatedWork W2091135350 @default.
- W3048012689 hasRelatedWork W2158365839 @default.
- W3048012689 hasRelatedWork W2320392928 @default.
- W3048012689 hasRelatedWork W2360641431 @default.
- W3048012689 hasRelatedWork W2379233030 @default.
- W3048012689 hasRelatedWork W2382568009 @default.
- W3048012689 hasRelatedWork W2390393422 @default.
- W3048012689 hasRelatedWork W2592952084 @default.
- W3048012689 hasRelatedWork W4205705013 @default.
- W3048012689 isParatext "false" @default.
- W3048012689 isRetracted "false" @default.
- W3048012689 magId "3048012689" @default.
- W3048012689 workType "article" @default.