Large language model for vulnerability detection and repair: Literature review and the road ahead
The significant advancements in Large Language Models (LLMs) have resulted in their
widespread adoption across various tasks within Software Engineering (SE), including …
widespread adoption across various tasks within Software Engineering (SE), including …
[PDF][PDF] SALLM: Security Assessment of Generated Code
With the growing popularity of Large Language Models (LLMs) in software engineers' daily
practices, it is important to ensure that the code generated by these tools is not only …
practices, it is important to ensure that the code generated by these tools is not only …
Collaborative agents for software engineering
Code review is a heavily collaborative process, which aims at ensuring the overall quality
and reliability of software. While it provides massive benefits, the implementation of code …
and reliability of software. While it provides massive benefits, the implementation of code …
Beyond functional correctness: Investigating coding style inconsistencies in large language models
Large language models (LLMs) have brought a paradigm shift to the field of code
generation, offering the potential to enhance the software development process. However …
generation, offering the potential to enhance the software development process. However …
CodeAgent: Autonomous Communicative Agents for Code Review
Code review, which aims at ensuring the overall quality and reliability of software, is a
cornerstone of software development. Unfortunately, while crucial, Code review is a labor …
cornerstone of software development. Unfortunately, while crucial, Code review is a labor …
Sallm: Security assessment of generated code
ML Siddiq, JC da Silva Santos, S Devareddy… - Proceedings of the 39th …, 2024 - dl.acm.org
With the growing popularity of Large Language Models (LLMs) in software engineers' daily
practices, it is important to ensure that the code generated by these tools is not only …
practices, it is important to ensure that the code generated by these tools is not only …
Robust vulnerability detection in solidity-based ethereum smart contracts using fine-tuned transformer encoder models
J Kim, S Lee, H Kim - IEEE Access, 2024 - ieeexplore.ieee.org
The rapid expansion of blockchain technology, particularly Ethereum, has driven
widespread adoption of smart contracts. However, the security of these contracts remains a …
widespread adoption of smart contracts. However, the security of these contracts remains a …
Exploring AI for Vulnerability Detection and Repair
O Ezenwoye, E Pinconschi… - 2024 Cyber Awareness …, 2024 - ieeexplore.ieee.org
As modern applications become more complex, enhancing tools and techniques for
detecting and addressing vulnerabilities is crucial. AI and ML are increasingly valuable in …
detecting and addressing vulnerabilities is crucial. AI and ML are increasingly valuable in …
[PDF][PDF] Patch Overfitting in Program Repair: A Survey
Automatic program repair (APR) has established itself as a promising approach for
enhancing software maintenance and reducing manual bug fixing efforts. Despite its …
enhancing software maintenance and reducing manual bug fixing efforts. Despite its …