A User-centered Security Evaluation of Copilot

Author:

Asare Owura1ORCID,Nagappan Meiyappan1ORCID,Asokan N.1ORCID

Affiliation:

1. University of Waterloo, Waterloo, Ontario, Canada

Publisher

ACM

Reference24 articles.

1. 2023. 2023 CWE Top 25 Most Dangerous Software Weaknesses. https://cwe.mitre.org/top25/archive/2023/2023_top25_list.html

2. 2023. The MITRE Corporation. https://mitre.org

3. Shraddha Barke, Michael B. James, and Nadia Polikarpova. 2022. Grounded Copilot: How Programmers Interact with Code-Generating Models. http://arxiv.org/abs/2206.15000 arXiv:2206.15000 [cs].

4. Yoshua Bengio, Réjean Ducharme, and Pascal Vincent. 2000. A Neural Probabilistic Language Model. In Advances in Neural Information Processing Systems, Vol. 13. MIT Press. https://proceedings.neurips.cc/paper/2000/hash/728f206c2a01bf572b5940d7d9a8fa4c-Abstract.html

5. Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan Prafulla Dhariwal Arvind Neelakantan Pranav Shyam Girish Sastry Amanda Askell Sandhini Agarwal Ariel Herbert-Voss Gretchen Krueger Tom Henighan Rewon Child Aditya Ramesh Daniel M. Ziegler Jeffrey Wu Clemens Winter Christopher Hesse Mark Chen Eric Sigler Mateusz Litwin Scott Gray Benjamin Chess Jack Clark Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever and Dario Amodei. 2020. Language Models are Few-Shot Learners. http://arxiv.org/abs/2005.14165 arXiv:2005.14165 [cs].

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