Large language model for vulnerability detection: Emerging results and future directions

Previous learning-based vulnerability detection methods relied on either medium-sized pre-trained models or smaller neural networks from scratch. Recent advancements in Large Pre-Trained Language Models (LLMs) have showcased remarkable few-shot learning capabilities in various tasks. However, the ef...

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Bibliographic Details
Main Authors: ZHOU, Xin, ZHANG, Ting, LO, David
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2024
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Online Access:https://ink.library.smu.edu.sg/sis_research/9245
https://ink.library.smu.edu.sg/context/sis_research/article/10245/viewcontent/3639476.3639762.pdf
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Institution: Singapore Management University
Language: English