Large Language Model-Powered Smart Contract Vulnerability Detection: New Perspectives

2 October 2023

Sihao Hu

Tiansheng Huang

Fatih İlhan

Selim Furkan Tekin

Ling Liu

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Papers citing "Large Language Model-Powered Smart Contract Vulnerability Detection: New Perspectives"

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Title
Let the Trial Begin: A Mock-Court Approach to Vulnerability Detection using LLM-Based Agents Ratnadira Widyasari M. Weyssow I. Irsan Han Wei Ang Frank Liauw Eng Lieh Ouh Lwin Khin Shar Hong Jin Kang David Lo LLMAG 9 0 0 16 May 2025
Using LLMs in Generating Design Rationale for Software Architecture Decisions Xiyu Zhou Ruiyin Li Peng Liang Beiqi Zhang Mojtaba Shahin Z. Li Chen Yang 33 0 0 29 Apr 2025
Generative Large Language Model usage in Smart Contract Vulnerability Detection Peter Ince Jiangshan Yu Joseph K. Liu Xiaoning Du 37 0 0 07 Apr 2025
SmartLLMSentry: A Comprehensive LLM Based Smart Contract Vulnerability Detection Framework Oualid Zaazaa H. Bakkali 74 2 0 28 Nov 2024
Blockchain Meets LLMs: A Living Survey on Bidirectional Integration Jianghao Gong Peiqi Yan Yue Zhang Hongli An Logan Liu 72 0 0 25 Nov 2024
Smart-LLaMA: Two-Stage Post-Training of Large Language Models for Smart Contract Vulnerability Detection and Explanation Lei Yu Shiqi Chen Hang Yuan Peng Wang Zhirong Huang J. Zhang Chenjie Shen Fengjun Zhang Li Yang Jiajia Ma 36 2 0 09 Nov 2024
Harmful Fine-tuning Attacks and Defenses for Large Language Models: A Survey Tiansheng Huang Sihao Hu Fatih Ilhan Selim Furkan Tekin Ling Liu AAML 40 21 0 26 Sep 2024
Detection Made Easy: Potentials of Large Language Models for Solidity Vulnerabilities Md Tauseef Alam Raju Halder Abyayananda Maiti 26 2 0 15 Sep 2024
Large Language Model-Based Agents for Software Engineering: A Survey Junwei Liu Kaixin Wang Yixuan Chen Xin Peng Zhenpeng Chen Lingming Zhang Yiling Lou AI4CE LLMAG LM&Ro 42 37 0 04 Sep 2024
From LLMs to LLM-based Agents for Software Engineering: A Survey of Current, Challenges and Future Haolin Jin Linghan Huang Haipeng Cai Jun Yan Bo Li Huaming Chen 78 24 0 05 Aug 2024
Detect Llama -- Finding Vulnerabilities in Smart Contracts using Large Language Models Peter Ince Xiapu Luo Jiangshan Yu Joseph K. Liu Xiaoning Du ELM 30 5 0 12 Jul 2024
Efficacy of Various Large Language Models in Generating Smart Contracts Siddhartha Chatterjee B. Ramamurthy 26 3 0 28 Jun 2024
Soley: Identification and Automated Detection of Logic Vulnerabilities in Ethereum Smart Contracts Using Large Language Models M. Soud Waltteri Nuutinen Grischa Liebel AAML 31 4 0 24 Jun 2024
Lazy Safety Alignment for Large Language Models against Harmful Fine-tuning Tiansheng Huang Sihao Hu Fatih Ilhan Selim Furkan Tekin Ling Liu 44 23 0 28 May 2024
Large Language Models for Cyber Security: A Systematic Literature Review HanXiang Xu Shenao Wang Ningke Li K. Wang Yanjie Zhao Kai Chen Ting Yu Yang Janet Liu H. Wang 34 23 0 08 May 2024
When LLMs Meet Cybersecurity: A Systematic Literature Review Jie Zhang Haoyu Bu Hui Wen Yu Chen Lun Li Hongsong Zhu 42 36 0 06 May 2024
A Survey on Large Language Model-Based Game Agents Sihao Hu Tiansheng Huang Gaowen Liu Ramana Rao Kompella Gaowen Liu Selim Furkan Tekin Yichang Xu Zachary Yahn Ling Liu LLMAG LM&Ro AI4CE LM&MA 69 51 0 02 Apr 2024
Large Language Models for Blockchain Security: A Systematic Literature Review Zheyuan He Zihao Li Sen Yang Ao Qiao Xiaosong Zhang Xiapu Luo Ting Chen Ting Chen PILM 42 14 0 21 Mar 2024
Evaluation of ChatGPT's Smart Contract Auditing Capabilities Based on Chain of Thought Yuying Du Xueyan Tang 27 3 0 19 Feb 2024
PokeLLMon: A Human-Parity Agent for Pokemon Battles with Large Language Models Sihao Hu Tiansheng Huang Ling Liu LM&Ro LLMAG 28 8 0 02 Feb 2024
Vaccine: Perturbation-aware Alignment for Large Language Model Tiansheng Huang Sihao Hu Ling Liu 50 33 0 02 Feb 2024
LLM4Vuln: A Unified Evaluation Framework for Decoupling and Enhancing LLMs' Vulnerability Reasoning Yuqiang Sun Daoyuan Wu Yue Xue Han Liu Wei Ma Lyuye Zhang Miaolei Shi Yingjiu Li ELM 84 47 0 29 Jan 2024
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 39 475 0 04 Dec 2023
Generative Agents: Interactive Simulacra of Human Behavior J. Park Joseph C. O'Brien Carrie J. Cai Meredith Ringel Morris Percy Liang Michael S. Bernstein LM&Ro AI4CE 232 1,742 0 07 Apr 2023
GIFT: Graph-guIded Feature Transfer for Cold-Start Video Click-Through Rate Prediction Sihao Hu Yihan Cao Yu Gong Zhao Li Yazheng Yang Qingwen Liu S. Ji 22 11 0 21 Feb 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 361 8,495 0 28 Jan 2022