all InfoSec news
AIBugHunter: A Practical Tool for Predicting, Classifying and Repairing Software Vulnerabilities. (arXiv:2305.16615v1 [cs.SE])
cs.CR updates on arXiv.org arxiv.org
Many ML-based approaches have been proposed to automatically detect,
localize, and repair software vulnerabilities. While ML-based methods are more
effective than program analysis-based vulnerability analysis tools, few have
been integrated into modern IDEs, hindering practical adoption. To bridge this
critical gap, we propose AIBugHunter, a novel ML-based software vulnerability
analysis tool for C/C++ languages that is integrated into Visual Studio Code.
AIBugHunter helps software developers to achieve real-time vulnerability
detection, explanation, and repairs during programming. In particular,
AIBugHunter scans through …
adoption analysis bridge critical detect gap novel program program analysis repair software software vulnerabilities tool tools vulnerabilities vulnerability vulnerability analysis