IEEE

Finetuning Large Language Models for Vulnerability Detection

Abstract: This paper presents the results of finetuning large language models (LLMs) for the task of detecting vulnerabilities in Java source code. We leverage WizardCoder, a recent improvement of the ...
IEEE

ASDroid: Resisting Evolving Android Malware With API Clusters Derived From Source Code

Abstract: Machine learning-based Android malware detection has consistently demonstrated superior results. However, with the continual evolution of the Android framework, the efficacy of the deployed ...