Lost at C: A User Study on the Security Implications of Large Language Model Code Assistants

20 August 2022

Papers citing "Lost at C: A User Study on the Security Implications of Large Language Model Code Assistants"

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Title
DeCoMa: Detecting and Purifying Code Dataset Watermarks through Dual Channel Code Abstraction Yuan Xiao Yuchen Chen Shiqing Ma Haocheng Huang Chunrong Fang Y. Chen Weisong Sun Yunfeng Zhu X. Zhang Zhenyu Chen 31 0 0 09 Apr 2025
Mapping the Trust Terrain: LLMs in Software Engineering -- Insights and Perspectives Dipin Khati Yijin Liu David Nader-Palacio Yixuan Zhang Denys Poshyvanyk 51 0 0 18 Mar 2025
Human-AI Experience in Integrated Development Environments: A Systematic Literature Review Agnia Sergeyuk Ilya Zakharov Ekaterina Koshchenko M. Izadi 58 0 0 08 Mar 2025
Aero-LLM: A Distributed Framework for Secure UAV Communication and Intelligent Decision-Making Balakrishnan Dharmalingam Rajdeep Mukherjee Brett Piggott Guohuan Feng Anyi Liu 42 1 0 05 Feb 2025
Logic Meets Magic: LLMs Cracking Smart Contract Vulnerabilities ZeKe Xiao Qin Wang Hammond Pearce Shiping Chen 34 0 0 13 Jan 2025
Optimizing AI-Assisted Code Generation Simon Torka Sahin Albayrak 70 0 0 14 Dec 2024
HackSynth: LLM Agent and Evaluation Framework for Autonomous Penetration Testing Lajos Muzsai David Imolai András Lukács LLMAG 72 7 0 02 Dec 2024
Generalized Adversarial Code-Suggestions: Exploiting Contexts of LLM-based Code-Completion Karl Rubel Maximilian Noppel Christian Wressnegger AAML SILM 20 0 0 14 Oct 2024
Software Security Analysis in 2030 and Beyond: A Research Roadmap Marcel Böhme Eric Bodden Tevfik Bultan Cristian Cadar Yang Liu Giuseppe Scanniello 29 1 0 26 Sep 2024
APILOT: Navigating Large Language Models to Generate Secure Code by Sidestepping Outdated API Pitfalls Weiheng Bai Keyang Xuan Pengxiang Huang Qiushi Wu Jianing Wen Jingjing Wu Kangjie Lu LLMAG KELM 22 1 0 25 Sep 2024
AutoSafeCoder: A Multi-Agent Framework for Securing LLM Code Generation through Static Analysis and Fuzz Testing Ana Nunez Nafis Tanveer Islam S. Jha Peyman Najafirad LLMAG 23 6 0 16 Sep 2024
Enhancing Source Code Security with LLMs: Demystifying The Challenges and Generating Reliable Repairs Nafis Tanveer Islam Joseph Khoury Andrew Seong E. Bou-Harb Peyman Najafirad AAML 23 3 0 01 Sep 2024
Practical Attacks against Black-box Code Completion Engines Slobodan Jenko Jingxuan He Niels Mündler Mark Vero Martin Vechev ELM AAML SILM 27 3 0 05 Aug 2024
Prompting Techniques for Secure Code Generation: A Systematic Investigation Catherine Tony Nicolás E. Díaz Ferreyra Markus Mutas Salem Dhiff Riccardo Scandariato SILM 71 9 0 09 Jul 2024
Assessing the Effectiveness of LLMs in Android Application Vulnerability Analysis Vasileios Kouliaridis Georgios Karopoulos G. Kambourakis AAML 36 2 0 27 Jun 2024
Can We Trust Large Language Models Generated Code? A Framework for In-Context Learning, Security Patterns, and Code Evaluations Across Diverse LLMs Ahmad Mohsin Helge Janicke Adrian Wood Iqbal H. Sarker Leandros A. Maglaras N. Janjua 33 8 0 18 Jun 2024
Using AI-Based Coding Assistants in Practice: State of Affairs, Perceptions, and Ways Forward Agnia Sergeyuk Yaroslav Golubev T. Bryksin Iftekhar Ahmed 54 10 0 11 Jun 2024
Time to Separate from StackOverflow and Match with ChatGPT for Encryption Ehsan Firouzi Mohammad Ghafari SILM 28 3 0 10 Jun 2024
A Comprehensive Overview of Large Language Models (LLMs) for Cyber Defences: Opportunities and Directions Mohammed Hassanin Nour Moustafa 36 26 0 23 May 2024
Using AI Assistants in Software Development: A Qualitative Study on Security Practices and Concerns J. Klemmer Stefan Albert Horstmann Nikhil Patnaik Cordelia Ludden Cordell Burton ... Daniel Votipka H. Lipford Awais Rashid Alena Naiakshina University of North Carolina at Charlotte 26 17 0 10 May 2024
Risks of Practicing Large Language Models in Smart Grid: Threat Modeling and Validation Jiangnan Li Yingyuan Yang Jinyuan Stella Sun 57 3 0 10 May 2024
When LLMs Meet Cybersecurity: A Systematic Literature Review Jie Zhang Haoyu Bu Hui Wen Yu Chen Lun Li Hongsong Zhu 26 36 0 06 May 2024
Constrained Decoding for Secure Code Generation Yanjun Fu Ethan Baker Yu Ding Yizheng Chen AAML 36 8 0 30 Apr 2024
Automated Creation of Source Code Variants of a Cryptographic Hash Function Implementation Using Generative Pre-Trained Transformer Models Elijah Pelofske Vincent Urias L. Liebrock 35 0 0 24 Apr 2024
LLMs for Cyber Security: New Opportunities D. Divakaran Sai Teja Peddinti 22 11 0 17 Apr 2024
CodeCloak: A Method for Evaluating and Mitigating Code Leakage by LLM Code Assistants Amit Finkman Eden Bar-Kochva Avishag Shapira D. Mimran Yuval Elovici A. Shabtai ELM 33 3 0 13 Apr 2024
An Investigation into Misuse of Java Security APIs by Large Language Models Zahra Mousavi Chadni Islam Kristen Moore A. Abuadbba Muhammad Ali Babar SILM 21 13 0 04 Apr 2024
Depending on yourself when you should: Mentoring LLM with RL agents to become the master in cybersecurity games Yikuan Yan Yaolun Zhang Keman Huang 29 10 0 26 Mar 2024
Just another copy and paste? Comparing the security vulnerabilities of ChatGPT generated code and StackOverflow answers Sivana Hamer Marcelo dÁmorim Laurie A. Williams SILM ELM 27 18 0 22 Mar 2024
A Study of Vulnerability Repair in JavaScript Programs with Large Language Models Tan Khang Le Saba Alimadadi Steven Y. Ko 44 5 0 19 Mar 2024
Enhancing Security of AI-Based Code Synthesis with GitHub Copilot via Cheap and Efficient Prompt-Engineering Jakub Res I. Homoliak Martin Peresíni A. Smrčka K. Malinka P. Hanáček 29 3 0 19 Mar 2024
Securing Large Language Models: Threats, Vulnerabilities and Responsible Practices Sara Abdali Richard Anarfi C. Barberan Jia He PILM 65 24 0 19 Mar 2024
Guiding Enumerative Program Synthesis with Large Language Models Yixuan Li Julian Parsert Elizabeth Polgreen ELM 41 6 0 06 Mar 2024
Exploring Advanced Methodologies in Security Evaluation for LLMs Junming Huang Jiawei Zhang Qi Wang Weihong Han Yanchun Zhang 40 0 0 28 Feb 2024
Resilient Watermarking for LLM-Generated Codes Boquan Li Mengdi Zhang Peixin Zhang Jun Sun Xingmei Wang Zijian Liu Tianzi Zhang WaLM 20 3 0 12 Feb 2024
Rocks Coding, Not Development--A Human-Centric, Experimental Evaluation of LLM-Supported SE Tasks Wei Wang Huilong Ning Gaowei Zhang Libo Liu Yi Wang 26 11 0 08 Feb 2024
Large Language Models in Cybersecurity: State-of-the-Art Farzad Nourmohammadzadeh Motlagh Mehrdad Hajizadeh Mehryar Majd Pejman Najafi Feng Cheng Christoph Meinel ELM 44 42 0 30 Jan 2024
When Geoscience Meets Generative AI and Large Language Models: Foundations, Trends, and Future Challenges Abdenour Hadid Tanujit Chakraborty Daniel Busby AI4CE 24 11 0 25 Jan 2024
In-IDE Human-AI Experience in the Era of Large Language Models; A Literature Review Agnia Sergeyuk Sergey Titov M. Izadi 31 6 0 19 Jan 2024
Code Security Vulnerability Repair Using Reinforcement Learning with Large Language Models Nafis Tanveer Islam Mohammad Bahrami Karkevandi Peyman Najafirad 28 6 0 13 Jan 2024
Prompt Fuzzing for Fuzz Driver Generation Yunlong Lyu Yuxuan Xie Peng Chen Hao Chen 12 15 0 29 Dec 2023
Poisoned ChatGPT Finds Work for Idle Hands: Exploring Developers' Coding Practices with Insecure Suggestions from Poisoned AI Models Sanghak Oh Kiho Lee Seonhye Park Doowon Kim Hyoungshick Kim SILM 21 16 0 11 Dec 2023
Purple Llama CyberSecEval: A Secure Coding Benchmark for Language Models Manish P Bhatt Sahana Chennabasappa Cyrus Nikolaidis Shengye Wan Ivan Evtimov ... Aleksandar Straumann Gabriel Synnaeve Varun Vontimitta Spencer Whitman Joshua Saxe ELM 15 66 0 07 Dec 2023
A Survey on Large Language Model (LLM) Security and Privacy: The Good, the Bad, and the Ugly Yifan Yao Jinhao Duan Kaidi Xu Yuanfang Cai Eric Sun Yue Zhang PILM ELM 31 473 0 04 Dec 2023
Clover: Closed-Loop Verifiable Code Generation Chuyue Sun Ying Sheng Oded Padon Clark W. Barrett OffRL ALM 33 28 0 26 Oct 2023
The Robots are Here: Navigating the Generative AI Revolution in Computing Education James Prather Paul Denny Juho Leinonen Brett A. Becker Ibrahim Albluwi ... Stephen MacNeil Andrew Petersen Raymond Pettit Brent N. Reeves Jaromír Šavelka 33 193 0 01 Oct 2023
OpenAi's GPT4 as coding assistant Lefteris Moussiades G. Zografos LM&MA ELM 24 1 0 22 Sep 2023
Can ChatGPT replace StackOverflow? A Study on Robustness and Reliability of Large Language Model Code Generation Li Zhong Zilong Wang ELM SILM 11 58 0 20 Aug 2023
A User-centered Security Evaluation of Copilot Owura Asare M. Nagappan Nadarajah Asokan ELM 14 5 0 12 Aug 2023
VeriGen: A Large Language Model for Verilog Code Generation Shailja Thakur Baleegh Ahmad Hammond Pearce Benjamin Tan Brendan Dolan-Gavitt Ramesh Karri S. Garg 34 138 0 28 Jul 2023