SICode: Embedding-Based Subgraph Isomorphism Identification for Bug Detection

Author:

Gong Yuanjun1ORCID,Nie Jianglei1ORCID,You Wei1ORCID,Shi Wenchang1ORCID,Huang Jianjun1ORCID,Liang Bin1ORCID,Zhang Jian2ORCID

Affiliation:

1. Renmin University of China, Beijing, China

2. SKLCS, Institute of Software, Chinese Academy of Sciences, Beijing, China

Publisher

ACM

Reference42 articles.

1. 2019. fuzzyc2cpg: A fuzzy parser for C/C++ that creates semantic code property graphs. https://github.com/ShiftLeftSecurity/fuzzyc2cpg.

2. 2021. NeuroMatch. http://snap.stanford.edu/subgraph-matching.

3. Miltiadis Allamanis, Marc Brockschmidt, and Mahmoud Khademi. 2017. Learning to represent programs with graphs. arXiv preprint arXiv:1711.00740 (2017).

4. Curriculum learning

5. NAR-miner: discovering negative association rules from code for bug detection

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