Following the recent release of AI assistants, such as OpenAI’s ChatGPT and GitHub Copilot, the software industry quickly utilized these tools for software development tasks, e.g., generating code or consulting AI for advice. While recent research has demonstrated that AI-generated code can contain security issues, how software professionals balance AI assistant usage and security remains unclear. This paper investigates how software professionals use AI assistants in secure software development, what security implications and considerations arise, and what impact they foresee on security in software development. We conducted 27 semi-structured interviews with software professionals, including software engineers, team leads, and security testers. We also reviewed 190 relevant Reddit posts and comments to gain insights into the current discourse surrounding AI assistants for software development. Our analysis of the interviews and Reddit posts finds that, despite many security and quali...

Using AI Assistants in Software Development: A Qualitative Study on Security Practices and Concerns / Klemmer, Jan H.; Horstmann, Stefan Albert; Patnaik, Nikhil; Ludden, Cordelia; Burton, Cordell Jr.; Powers, Carson; Massacci, Fabio; Rahman, Akond; Votipka, Daniel; Richter Lipford, Heather; Rashid, Awais; Naiakshina, Alena; Fahl, Sascha. - (2024), pp. 2726-2740. ( 31st ACM SIGSAC Conference on Computer and Communications Security, CCS 2024 usa 2024) [10.1145/3658644.3690283].

Using AI Assistants in Software Development: A Qualitative Study on Security Practices and Concerns

Massacci, Fabio
;
2024-01-01

Abstract

Following the recent release of AI assistants, such as OpenAI’s ChatGPT and GitHub Copilot, the software industry quickly utilized these tools for software development tasks, e.g., generating code or consulting AI for advice. While recent research has demonstrated that AI-generated code can contain security issues, how software professionals balance AI assistant usage and security remains unclear. This paper investigates how software professionals use AI assistants in secure software development, what security implications and considerations arise, and what impact they foresee on security in software development. We conducted 27 semi-structured interviews with software professionals, including software engineers, team leads, and security testers. We also reviewed 190 relevant Reddit posts and comments to gain insights into the current discourse surrounding AI assistants for software development. Our analysis of the interviews and Reddit posts finds that, despite many security and quali...
2024
CCS '24: Proceedings of the 2024 on ACM SIGSAC Conference on Computer and Communications Security
1601 Broadway, 10th Floor, NEW YORK, NY, UNITED STATES
Association for Computing Machinery, Inc
9798400706363
Klemmer, Jan H.; Horstmann, Stefan Albert; Patnaik, Nikhil; Ludden, Cordelia; Burton, Cordell Jr.; Powers, Carson; Massacci, Fabio; Rahman, Akond; Vot...espandi
Using AI Assistants in Software Development: A Qualitative Study on Security Practices and Concerns / Klemmer, Jan H.; Horstmann, Stefan Albert; Patnaik, Nikhil; Ludden, Cordelia; Burton, Cordell Jr.; Powers, Carson; Massacci, Fabio; Rahman, Akond; Votipka, Daniel; Richter Lipford, Heather; Rashid, Awais; Naiakshina, Alena; Fahl, Sascha. - (2024), pp. 2726-2740. ( 31st ACM SIGSAC Conference on Computer and Communications Security, CCS 2024 usa 2024) [10.1145/3658644.3690283].
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