Matches in SemOpenAlex for { <https://semopenalex.org/work/W2111541427> ?p ?o ?g. }
Showing items 1 to 100 of
100
with 100 items per page.
- W2111541427 abstract "Among malicious software (malware), autonomous malicious programs, called bots, are a serious problem in the Internet. The bot writers have developed a variety of techniques to evade simple signature-based detection. Concise representations of malware behavior, or semantic patterns, are much harder to evade or obfuscate. However, generating a semantic pattern for every program instance is time-consuming, and comparing with a large number of patterns creates a challenge for timely identification of bots. This paper proposes an automated approach to generate semantic patterns for bot detection. Unlike previous approaches, it is intended to find one pattern that accurately represents the important behavior of an entire class of bots, rather than of individual instances. Doing so has advantages for fast malware identification, and for distinguishing new classes of attacks from previously-seen attacks. The work uses static analysis to characterize bot behaviors, and proposes to use hierarchical clustering of the resulting semantic patterns from a set of bot programs. The goal is to identify critical, common semantic behavior that represents the functions of an entire class of the malware. This method has been prototyped and evaluated on real-world malicious bot software. Depending on parameter choices, our approach can achieve more than 95% detection rates and less than 5% false positive rates on a large set of bot programs and non-bot executables." @default.
- W2111541427 created "2016-06-24" @default.
- W2111541427 creator A5006586061 @default.
- W2111541427 creator A5011804065 @default.
- W2111541427 creator A5030462464 @default.
- W2111541427 creator A5052905202 @default.
- W2111541427 date "2010-07-01" @default.
- W2111541427 modified "2023-10-04" @default.
- W2111541427 title "AntiBot: Clustering Common Semantic Patterns for Bot Detection" @default.
- W2111541427 cites W1552056088 @default.
- W2111541427 cites W1809063480 @default.
- W2111541427 cites W1909110254 @default.
- W2111541427 cites W1966150547 @default.
- W2111541427 cites W2032247543 @default.
- W2111541427 cites W2033368661 @default.
- W2111541427 cites W2034362794 @default.
- W2111541427 cites W2102671922 @default.
- W2111541427 cites W2104495462 @default.
- W2111541427 cites W2106649514 @default.
- W2111541427 cites W2123886726 @default.
- W2111541427 cites W2126734536 @default.
- W2111541427 cites W2131523719 @default.
- W2111541427 cites W2142368292 @default.
- W2111541427 cites W2144112223 @default.
- W2111541427 cites W2152955531 @default.
- W2111541427 cites W2154933195 @default.
- W2111541427 cites W2167671111 @default.
- W2111541427 cites W2294708468 @default.
- W2111541427 doi "https://doi.org/10.1109/compsac.2010.33" @default.
- W2111541427 hasPublicationYear "2010" @default.
- W2111541427 type Work @default.
- W2111541427 sameAs 2111541427 @default.
- W2111541427 citedByCount "12" @default.
- W2111541427 countsByYear W21115414272013 @default.
- W2111541427 countsByYear W21115414272014 @default.
- W2111541427 countsByYear W21115414272015 @default.
- W2111541427 countsByYear W21115414272017 @default.
- W2111541427 countsByYear W21115414272018 @default.
- W2111541427 countsByYear W21115414272019 @default.
- W2111541427 countsByYear W21115414272020 @default.
- W2111541427 crossrefType "proceedings-article" @default.
- W2111541427 hasAuthorship W2111541427A5006586061 @default.
- W2111541427 hasAuthorship W2111541427A5011804065 @default.
- W2111541427 hasAuthorship W2111541427A5030462464 @default.
- W2111541427 hasAuthorship W2111541427A5052905202 @default.
- W2111541427 hasConcept C110875604 @default.
- W2111541427 hasConcept C116834253 @default.
- W2111541427 hasConcept C119857082 @default.
- W2111541427 hasConcept C124101348 @default.
- W2111541427 hasConcept C136197465 @default.
- W2111541427 hasConcept C136764020 @default.
- W2111541427 hasConcept C154945302 @default.
- W2111541427 hasConcept C160145156 @default.
- W2111541427 hasConcept C177264268 @default.
- W2111541427 hasConcept C199360897 @default.
- W2111541427 hasConcept C2777212361 @default.
- W2111541427 hasConcept C2777904410 @default.
- W2111541427 hasConcept C2778579508 @default.
- W2111541427 hasConcept C38652104 @default.
- W2111541427 hasConcept C41008148 @default.
- W2111541427 hasConcept C541664917 @default.
- W2111541427 hasConcept C59822182 @default.
- W2111541427 hasConcept C73555534 @default.
- W2111541427 hasConcept C86803240 @default.
- W2111541427 hasConceptScore W2111541427C110875604 @default.
- W2111541427 hasConceptScore W2111541427C116834253 @default.
- W2111541427 hasConceptScore W2111541427C119857082 @default.
- W2111541427 hasConceptScore W2111541427C124101348 @default.
- W2111541427 hasConceptScore W2111541427C136197465 @default.
- W2111541427 hasConceptScore W2111541427C136764020 @default.
- W2111541427 hasConceptScore W2111541427C154945302 @default.
- W2111541427 hasConceptScore W2111541427C160145156 @default.
- W2111541427 hasConceptScore W2111541427C177264268 @default.
- W2111541427 hasConceptScore W2111541427C199360897 @default.
- W2111541427 hasConceptScore W2111541427C2777212361 @default.
- W2111541427 hasConceptScore W2111541427C2777904410 @default.
- W2111541427 hasConceptScore W2111541427C2778579508 @default.
- W2111541427 hasConceptScore W2111541427C38652104 @default.
- W2111541427 hasConceptScore W2111541427C41008148 @default.
- W2111541427 hasConceptScore W2111541427C541664917 @default.
- W2111541427 hasConceptScore W2111541427C59822182 @default.
- W2111541427 hasConceptScore W2111541427C73555534 @default.
- W2111541427 hasConceptScore W2111541427C86803240 @default.
- W2111541427 hasLocation W21115414271 @default.
- W2111541427 hasOpenAccess W2111541427 @default.
- W2111541427 hasPrimaryLocation W21115414271 @default.
- W2111541427 hasRelatedWork W2003791967 @default.
- W2111541427 hasRelatedWork W2053632570 @default.
- W2111541427 hasRelatedWork W2085562432 @default.
- W2111541427 hasRelatedWork W2236938640 @default.
- W2111541427 hasRelatedWork W2921244337 @default.
- W2111541427 hasRelatedWork W3037005326 @default.
- W2111541427 hasRelatedWork W3080622597 @default.
- W2111541427 hasRelatedWork W3113361848 @default.
- W2111541427 hasRelatedWork W3178528869 @default.
- W2111541427 hasRelatedWork W4313315004 @default.
- W2111541427 isParatext "false" @default.
- W2111541427 isRetracted "false" @default.
- W2111541427 magId "2111541427" @default.
- W2111541427 workType "article" @default.