Cryptography and Security · Computer Science
SafeGenBench: A Benchmark Framework for Security Vulnerability Detection in LLM-Generated Code
Xinghang Li, Jingzhe Ding, Chao Peng, Bing Zhao +3
2025-06-23
Cryptography and Security · Computer Science
LLMSecCode: Evaluating Large Language Models for Secure Coding
Anton Rydén, Erik Näslund, Elad Michael Schiller, Magnus Almgren
2024-08-30
Software Engineering · Computer Science
Enhancing Large Language Models for Secure Code Generation: A Dataset-driven Study on Vulnerability Mitigation
Jiexin Wang, Liuwen Cao, Xitong Luo, Zhiping Zhou +3
2023-10-26
Cryptography and Security · Computer Science
The Hidden Risks of LLM-Generated Web Application Code: A Security-Centric Evaluation of Code Generation Capabilities in Large Language Models
Swaroop Dora, Deven Lunkad, Naziya Aslam, S. Venkatesan +1
2025-04-30
Cryptography and Security · Computer Science
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 +2
2024-12-03
Software Engineering · Computer Science
Is Your AI-Generated Code Really Safe? Evaluating Large Language Models on Secure Code Generation with CodeSecEval
Jiexin Wang, Xitong Luo, Liuwen Cao, Hongkui He +4
2024-07-08
Software Engineering · Computer Science
Secure coding for web applications: Frameworks, challenges, and the role of LLMs
Kiana Kiashemshaki, Mohammad Jalili Torkamani, Negin Mahmoudi
2025-10-02
Cryptography and Security · Computer Science
Security and Quality in LLM-Generated Code: A Multi-Language, Multi-Model Analysis
Mohammed Kharma, Soohyeon Choi, Mohammed AlKhanafseh, David Mohaisen
2026-03-10
Software Engineering · Computer Science
SALLM: Security Assessment of Generated Code
Mohammed Latif Siddiq, Joanna C. S. Santos, Sajith Devareddy, Anna Muller
2024-09-06
Software Engineering · Computer Science
Security of Language Models for Code: A Systematic Literature Review
Yuchen Chen, Weisong Sun, Chunrong Fang, Zhenpeng Chen +6
2025-05-20
Cryptography and Security · Computer Science
Large Language Model Supply Chain: Open Problems From the Security Perspective
Qiang Hu, Xiaofei Xie, Sen Chen, Lei Ma
2024-11-05
Computation and Language · Computer Science
LLMGuard: Guarding Against Unsafe LLM Behavior
Shubh Goyal, Medha Hira, Shubham Mishra, Sukriti Goyal +5
2024-03-05
Software Engineering · Computer Science
Helping LLMs Improve Code Generation Using Feedback from Testing and Static Analysis
Greta Dolcetti, Vincenzo Arceri, Eleonora Iotti, Sergio Maffeis +2
2026-03-16
Software Engineering · Computer Science
Guiding AI to Fix Its Own Flaws: An Empirical Study on LLM-Driven Secure Code Generation
Hao Yan, Swapneel Suhas Vaidya, Xiaokuan Zhang, Ziyu Yao
2025-07-01
Cryptography and Security · Computer Science
Exploring Advanced Methodologies in Security Evaluation for LLMs
Jun Huang, Jiawei Zhang, Qi Wang, Weihong Han +1
2024-03-01
Cryptography and Security · Computer Science
LLMs in Software Security: A Survey of Vulnerability Detection Techniques and Insights
Ze Sheng, Zhicheng Chen, Shuning Gu, Heqing Huang +2
2025-02-19
Computation and Language · Computer Science
Can You Really Trust Code Copilots? Evaluating Large Language Models from a Code Security Perspective
Yutao Mou, Xiao Deng, Yuxiao Luo, Shikun Zhang +1
2025-05-16
Cryptography and Security · Computer Science
Ocassionally Secure: A Comparative Analysis of Code Generation Assistants
Ran Elgedawy, Porter Dosch, John Sadik, Senjuti Dutta +7
2025-09-30
Cryptography and Security · Computer Science
Large Language Model (LLM) for Software Security: Code Analysis, Malware Analysis, Reverse Engineering
Hamed Jelodar, Samita Bai, Parisa Hamedi, Hesamodin Mohammadian +2
2025-04-11
Cryptography and Security · Computer Science
Give LLMs a Security Course: Securing Retrieval-Augmented Code Generation via Knowledge Injection
Bo Lin, Shangwen Wang, Yihao Qin, Liqian Chen +1
2025-04-24