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An Investigation of ChatGPT's Efficacy in Localizing CWE Vulnerabilities and Delivering Remediated Techniques.

紀錄類型:	書目-語言資料,手稿 : Monograph/item
正題名/作者:	An Investigation of ChatGPT's Efficacy in Localizing CWE Vulnerabilities and Delivering Remediated Techniques./
作者:	Hui, Ellen S. W.
面頁冊數:	1 online resource (128 pages)
附註:	Source: Masters Abstracts International, Volume: 85-05.
Contained By:	Masters Abstracts International85-05.
標題:	Computer science. -
電子資源:	click for full text (PQDT)
ISBN:	9798380854399

An Investigation of ChatGPT's Efficacy in Localizing CWE Vulnerabilities and Delivering Remediated Techniques.
Hui, Ellen S. W.

An Investigation of ChatGPT's Efficacy in Localizing CWE Vulnerabilities and Delivering Remediated Techniques. - 1 online resource (128 pages)

Source: Masters Abstracts International, Volume: 85-05.

Thesis (M.S.)--New York University Tandon School of Engineering, 2023.

Includes bibliographical references

The rising popularity of large language models and other forms of artificial intelligence has influenced researchers to explore their reliability and applications in large hardware and software systems. Motivated by this context, this thesis will evaluate the performance of OpenAI's ChatGPT 3.5 which encompasses prompt engineering, code summarization, bug detection, and code repair. The primary focus of this project is targeting Common Weakness Enumeration (CWE) software vulnerabilities, and investigating ChatGPT 3.5's abilities to localize CWE bugs, respond diversely, and provide effective solutions with minimal provided context. The study demonstrates that ChatGPT is capable of effectively detecting and localizing CWE vulnerabilities, but fails to provide a diverse range of fix methods that adheres to the Confidentiality, Integrity, and Availability (CIA) triad.

Electronic reproduction.
Ann Arbor, Mich. :
ProQuest,
2024

Mode of access: World Wide Web

ISBN: 9798380854399Subjects--Topical Terms:

573171
Computer science.
Subjects--Index Terms:

Common Weakness EnumerationIndex Terms--Genre/Form:

554714
Electronic books.

An Investigation of ChatGPT's Efficacy in Localizing CWE Vulnerabilities and Delivering Remediated Techniques.
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