LLbezpeky: Leveraging Large Language Models for Vulnerability Detection

Understanding the evolution of android app vulnerabilities

Jun Gao, Li Li, Pingfan Kong, Tegawendé F Bissyandé, and Jacques Klein. 2019 · 2019

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An android application vulnerability mining method based on static and dynamic analysis. In 2020 IEEE 5th Information Technology and Mechatronics Engineering Conference (ITOEC) . IEEE, 599–603

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Retrieval-augmented generation for knowledge-intensive nlp tasks

Patrick Lewis, Ethan Perez, Aleksandra Piktus, Fabio Petroni, Vladimir Karpukhin, Naman Goyal, Heinrich Küttler, Mike Lewis, Wen-tau Yih, Tim Rocktäschel, et al · 2020

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Too quiet in the library: An empirical study of security updates in android apps’ native code. In 2021 IEEE/ACM 43rd International Conference on Software Engineering (ICSE) . IEEE, 1347–1359

Sumaya Almanee, Arda Ünal, Mathias Payer, and Joshua Garcia. 2021 · 2021

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Human language understanding & reasoning

Christopher D Manning. 2022 · 2022

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Chain-of-thought prompting elicits reasoning in large language models

Jason Wei, Xuezhi Wang, Dale Schuurmans, Maarten Bosma, Fei Xia, Ed Chi, Quoc V Le, Denny Zhou, et al · 2022

Cited alongside, same era.

Security Evaluations of GitHub’s Copilot

Owura Asare. 2023 · 2023

Cited alongside, same era.

Evaluation of ChatGPT Model for Vulnerability Detection

Original

Anton Cheshkov, Pavel Zadorozhny, and Rodion Levichev. 2023 · 2023

Cited alongside, same era.

Large Language Models for Software Engineering: A Systematic Literature Review

Original

Xinyi Hou, Yanjie Zhao, Yue Liu, Zhou Yang, Kailong Wang, Li Li, Xiapu Luo, David Lo, John Grundy, and Haoyu Wang. 2023 · 2023

Cited alongside, same era.

Can Large Language Models Find And Fix Vulnerable Software?

Original

David Noever. 2023 · 2023

Cited alongside, same era.

Android source code vulnerability detection: a systematic literature review

Janaka Senanayake, Harsha Kalutarage, Mhd Omar Al-Kadri, Andrei Petrovski, and Luca Piras. 2023 · 2023

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DefectHunter: A Novel LLM-Driven Boosted-Conformer-based Code Vulnerability Detection Mechanism

Original

Jin Wang, Zishan Huang, Hengli Liu, Nianyi Yang, and Yinhao Xiao. 2023 · 2023

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A prompt pattern catalog to enhance prompt engineering with chatgpt

Original

Jules White, Quchen Fu, Sam Hays, Michael Sandborn, Carlos Olea, Henry Gilbert, Ashraf Elnashar, Jesse Spencer-Smith, and Douglas C Schmidt. 2023 · 2023

Later among the works it cites.

Prompt-Enhanced Software Vulnerability Detection Using ChatGPT

Original

Chenyuan Zhang, Hao Liu, Jiutian Zeng, Kejing Yang, Yuhong Li, and Hui Li. 2023 · 2023

Later among the works it cites.