Full metadata record
DC Field | Value | Language |
---|---|---|
dc.contributor.author | 채동규 | - |
dc.date.accessioned | 2022-06-09T06:17:16Z | - |
dc.date.available | 2022-06-09T06:17:16Z | - |
dc.date.issued | 2020-10 | - |
dc.identifier.citation | Proceedings of the 29th ACM International Conference on Information & Knowledge Management, page. 3289-3292 | en_US |
dc.identifier.isbn | 978-1-4503-6859-9 | - |
dc.identifier.uri | https://dl.acm.org/doi/10.1145/3340531.3417467 | - |
dc.identifier.uri | https://repository.hanyang.ac.kr/handle/20.500.11754/171311 | - |
dc.description.abstract | For these few decades malwares have been posing a major concern in the cyber security. Recently, a number of "author groups" have been generating lots of new malwares by sharing source code within a group and exploiting evasive schemes such as polymorphism and metamorphism. This motivates us to study the problem of identifying the author group of a given malware, which would be able to work for not only blocking malwares but also legally punishing suspected malware authors. In this paper, we propose a humanmachine collaborative approach for classifying author groups of malwares accurately. We also propose a visualization method for helping human experts to make the decision easily. We verify the superiority of our framework through extensive experiments using real-world malware data. | en_US |
dc.description.sponsorship | This work was supported by the National Research Foundation of Korea(NRF) grant funded by the Korea government(MSIT) (No. NRF-2020R1A2B5B03001960). | en_US |
dc.language.iso | en | en_US |
dc.publisher | ACM CIKM | en_US |
dc.subject | Malware classification | en_US |
dc.subject | malware author groups | en_US |
dc.subject | human-in-the-loop approach | en_US |
dc.title | A Human-in-the-Loop Approach to Malware Author Classification | en_US |
dc.type | Article | en_US |
dc.identifier.doi | 10.1145/3340531.3417467 | - |
dc.relation.page | 3289-3292 | - |
dc.contributor.googleauthor | Kim, Eujeanne | - |
dc.contributor.googleauthor | Park, Sung-Jun | - |
dc.contributor.googleauthor | Chae, Dong-Kyu | - |
dc.contributor.googleauthor | Choi, Seokwoo | - |
dc.contributor.googleauthor | Kim, Sang-Wook | - |
dc.relation.code | 20200042 | - |
dc.sector.campus | S | - |
dc.sector.daehak | COLLEGE OF ENGINEERING[S] | - |
dc.sector.department | SCHOOL OF COMPUTER SCIENCE | - |
dc.identifier.pid | dongkyu | - |
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