Matches in SemOpenAlex for { <https://semopenalex.org/work/W4362682023> ?p ?o ?g. }
Showing items 1 to 64 of
64
with 100 items per page.
- W4362682023 abstract "Identifying devices of interest within Internet Protocol (IP) networks is essential for Cyber security and network management. However, the large variety and number of devices within networks, and the ubiquitous encryption of network traffic poses significant barriers. We present a scalable and encryption resilient technique to identify devices of interest based solely on their affiliation to public internet services. In this work, devices of interest are those that are suspected of engaging with suspicious or unexpected servers; e.g., facilitating the malicious exfiltration of sensitive intellectual property data. Graph-based clustering was used to reveal devices of interest based on the similarity of their network behaviour to a set of pre-known malicious devices acting as seeds. The motivation for our technique was driven by a case study for which a subset of malicious devices were known; however, the vast majority remained undiscovered. We conducted experiments to demonstrate viability of our technique as applied to this use-case. Detection accuracies of 94% were achieved, and malicious devices from the case study were successfully identified to aid data driven decisions by Cyber analysts." @default.
- W4362682023 created "2023-04-08" @default.
- W4362682023 creator A5040218657 @default.
- W4362682023 creator A5041926854 @default.
- W4362682023 date "2022-12-18" @default.
- W4362682023 modified "2023-10-01" @default.
- W4362682023 title "Detecting Data Exfiltration Using Seeds Based Graph Clustering" @default.
- W4362682023 cites W143174683 @default.
- W4362682023 cites W2145588106 @default.
- W4362682023 cites W2440223 @default.
- W4362682023 cites W2570116016 @default.
- W4362682023 cites W3035434752 @default.
- W4362682023 cites W3036195893 @default.
- W4362682023 cites W3127084347 @default.
- W4362682023 cites W3179353328 @default.
- W4362682023 cites W4225785138 @default.
- W4362682023 cites W605583246 @default.
- W4362682023 doi "https://doi.org/10.1109/csde56538.2022.10089316" @default.
- W4362682023 hasPublicationYear "2022" @default.
- W4362682023 type Work @default.
- W4362682023 citedByCount "0" @default.
- W4362682023 crossrefType "proceedings-article" @default.
- W4362682023 hasAuthorship W4362682023A5040218657 @default.
- W4362682023 hasAuthorship W4362682023A5041926854 @default.
- W4362682023 hasConcept C110875604 @default.
- W4362682023 hasConcept C124101348 @default.
- W4362682023 hasConcept C136764020 @default.
- W4362682023 hasConcept C148730421 @default.
- W4362682023 hasConcept C154945302 @default.
- W4362682023 hasConcept C31258907 @default.
- W4362682023 hasConcept C38652104 @default.
- W4362682023 hasConcept C41008148 @default.
- W4362682023 hasConcept C48044578 @default.
- W4362682023 hasConcept C73555534 @default.
- W4362682023 hasConcept C77088390 @default.
- W4362682023 hasConcept C93996380 @default.
- W4362682023 hasConceptScore W4362682023C110875604 @default.
- W4362682023 hasConceptScore W4362682023C124101348 @default.
- W4362682023 hasConceptScore W4362682023C136764020 @default.
- W4362682023 hasConceptScore W4362682023C148730421 @default.
- W4362682023 hasConceptScore W4362682023C154945302 @default.
- W4362682023 hasConceptScore W4362682023C31258907 @default.
- W4362682023 hasConceptScore W4362682023C38652104 @default.
- W4362682023 hasConceptScore W4362682023C41008148 @default.
- W4362682023 hasConceptScore W4362682023C48044578 @default.
- W4362682023 hasConceptScore W4362682023C73555534 @default.
- W4362682023 hasConceptScore W4362682023C77088390 @default.
- W4362682023 hasConceptScore W4362682023C93996380 @default.
- W4362682023 hasLocation W43626820231 @default.
- W4362682023 hasOpenAccess W4362682023 @default.
- W4362682023 hasPrimaryLocation W43626820231 @default.
- W4362682023 hasRelatedWork W1543590761 @default.
- W4362682023 hasRelatedWork W1559198634 @default.
- W4362682023 hasRelatedWork W1560486256 @default.
- W4362682023 hasRelatedWork W2006039862 @default.
- W4362682023 hasRelatedWork W2097766414 @default.
- W4362682023 hasRelatedWork W2128104251 @default.
- W4362682023 hasRelatedWork W2905576882 @default.
- W4362682023 hasRelatedWork W2997618993 @default.
- W4362682023 hasRelatedWork W2514578026 @default.
- W4362682023 hasRelatedWork W2591580413 @default.
- W4362682023 isParatext "false" @default.
- W4362682023 isRetracted "false" @default.
- W4362682023 workType "article" @default.