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Software plagiarism detection via the static API call frequency birthmark
- Chae, Dong-Kyu;
- Ha, Jiwoon;
- Lee, Sang-Chul;
- Kim, Sang-Wook;
- Woo, Gyun
Citations
SCOPUS
16초록
In this paper, we propose a system for detecting software plagiarism using a birthmark. The birthmark is representative features of a program, which can be used to identify the program. We use a set of frequency of APIs used in a program as its birthmark. The proposed system consists of three components. First, it extracts the frequency of APIs employed in a program. Next, it generates the program birthmark using a set of frequency of APIs and weights to APIs to extract unique features of the program. Finally, it decides the plagiarism based on the cosine similarity between the birthmarks. Through extensive experiments, it was found that the proposed system can provide 97.2% of precision and 95.7% of recall in plagiarism detection.
키워드
Birthmark; Static analysis; API calls; Birthmark; Cosine similarity; Plagiarism detection; Software plagiarisms; Three component; Unique features; Intellectual property; Static analysis
- 제목
- Software plagiarism detection via the static API call frequency birthmark
- 저자
- Chae, Dong-Kyu; Ha, Jiwoon; Lee, Sang-Chul; Kim, Sang-Wook; Woo, Gyun
- 발행일
- 2013-03
- 유형
- Conference Paper
- 저널명
- Proceedings of the ACM Symposium on Applied Computing
- 페이지
- 1639 ~ 1643