Vulnerability detection

SAEL: Leveraging Large Language Models with Adaptive Mixture-of-Experts for Smart Contract Vulnerability Detection

Authors: Lei Yu, Shiqi Cheng, Zhirong Huang, Jingyuan Zhang, Chenjie Shen, Junyi Lu, Li Yang, Fengjun Zhang, Jiajia Ma | Published: 2025-07-30
Prompt leaking
Vulnerability detection
Robustness of Watermarking Techniques
2025.07.30 2025.08.01
Literature Database

LASHED: LLMs And Static Hardware Analysis for Early Detection of RTL Bugs

Authors: Baleegh Ahmad, Hammond Pearce, Ramesh Karri, Benjamin Tan | Published: 2025-04-30
Program Analysis
Prompt Injection
Vulnerability detection
2025.04.30 2025.05.27
Literature Database

Automated Static Vulnerability Detection via a Holistic Neuro-symbolic Approach

Authors: Penghui Li, Songchen Yao, Josef Sarfati Korich, Changhua Luo, Jianjia Yu, Yinzhi Cao, Junfeng Yang | Published: 2025-04-22 | Updated: 2025-04-23
Query Generation Method
Prompt Injection
Vulnerability detection
2025.04.22 2025.05.27
Literature Database

SOSecure: Safer Code Generation with RAG and StackOverflow Discussions

Authors: Manisha Mukherjee, Vincent J. Hellendoorn | Published: 2025-03-17
RAG
Poisoning attack on RAG
Vulnerability detection
2025.03.17 2025.05.27
Literature Database

Benchmarking LLMs and LLM-based Agents in Practical Vulnerability Detection for Code Repositories

Authors: Alperen Yildiz, Sin G. Teo, Yiling Lou, Yebo Feng, Chong Wang, Dinil M. Divakaran | Published: 2025-03-05 | Updated: 2025-03-18
Indirect Prompt Injection
Deep Learning
Vulnerability detection
2025.03.05 2025.05.27
Literature Database

From Vulnerabilities to Remediation: A Systematic Literature Review of LLMs in Code Security

Authors: Enna Basic, Alberto Giaretta | Published: 2024-12-19 | Updated: 2025-04-14
Prompt Injection
Prompt leaking
Vulnerability detection
2024.12.19 2025.05.27
Literature Database

How Far Have We Gone in Vulnerability Detection Using Large Language Models

Authors: Zeyu Gao, Hao Wang, Yuchen Zhou, Wenyu Zhu, Chao Zhang | Published: 2023-11-21 | Updated: 2023-12-22
Code Change Analysis
Vulnerability detection
Evaluation Method
2023.11.21 2025.05.28
Literature Database

LLM for SoC Security: A Paradigm Shift

Authors: Dipayan Saha, Shams Tarek, Katayoon Yahyaei, Sujan Kumar Saha, Jingbo Zhou, Mark Tehranipoor, Farimah Farahmandi | Published: 2023-10-09
LLM Application
Prompt Injection
Vulnerability detection
2023.10.09 2025.05.28
Literature Database

Low-Resource Languages Jailbreak GPT-4

Authors: Zheng-Xin Yong, Cristina Menghini, Stephen H. Bach | Published: 2023-10-03 | Updated: 2024-01-27
Prompt Injection
Safety Alignment
Vulnerability detection
2023.10.03 2025.05.28
Literature Database

GPTScan: Detecting Logic Vulnerabilities in Smart Contracts by Combining GPT with Program Analysis

Authors: Yuqiang Sun, Daoyuan Wu, Yue Xue, Han Liu, Haijun Wang, Zhengzi Xu, Xiaofei Xie, Yang Liu | Published: 2023-08-07 | Updated: 2024-05-06
Watermarking
Vulnerability detection
Static Analysis
2023.08.07 2025.05.28
Literature Database
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