Transformer-Based Language Models for Software Vulnerability Detection

Author:

Thapa Chandra1ORCID,Jang Seung Ick1ORCID,Ahmed Muhammad Ejaz1ORCID,Camtepe Seyit1ORCID,Pieprzyk Josef2ORCID,Nepal Surya1ORCID

Affiliation:

1. CSIRO's Data61, Australia

2. CSIRO's Data61, Australia and Institute of Computer Science, Polish Academy of Sciences, Poland

Funder

US Army International Technology Center Indo-Pacific

Publisher

ACM

Reference46 articles.

1. Wasi Uddin Ahmad Saikat Chakraborty Baishakhi Ray and Kai-Wei Chang. 2021. Unified Pre-training for Program Understanding and Generation. CoRR abs/2103.06333(2021). arXiv:2103.06333https://arxiv.org/abs/2103.06333 Wasi Uddin Ahmad Saikat Chakraborty Baishakhi Ray and Kai-Wei Chang. 2021. Unified Pre-training for Program Understanding and Generation. CoRR abs/2103.06333(2021). arXiv:2103.06333https://arxiv.org/abs/2103.06333

2. Anaconda. [n. d.]. Anaconda. https://www.anaconda.com Anaconda. [n. d.]. Anaconda. https://www.anaconda.com

3. Kyunghyun Cho Bart van Merrienboer Caglar Gulcehre Dzmitry Bahdanau Fethi Bougares Holger Schwenk and Yoshua Bengio. 2014. Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation. (2014). https://doi.org/10.48550/ARXIV.1406.1078 10.48550/ARXIV.1406.1078

4. Kyunghyun Cho Bart van Merrienboer Caglar Gulcehre Dzmitry Bahdanau Fethi Bougares Holger Schwenk and Yoshua Bengio. 2014. Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation. (2014). https://doi.org/10.48550/ARXIV.1406.1078

5. Coverity. 2022. Coverity. https://scan.coverity.com/ Coverity. 2022. Coverity. https://scan.coverity.com/

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