Open for BS SupervisionCOMSATS University Islamabad, Lahore
Open Supervision Topic
Available for SupervisionCurrent Academic SessionBS Software Engineering / BS Computer Science
Software Vulnerability Prediction Model
Learn repair patterns from vulnerability patches and predict the existence or likely number of vulnerable fragments in open-source software.
Machine LearningVulnerability PredictionAST Features
Dr. Junaid AkramLead Supervisor
Machine Learning SecurityCOMSATS University Islamabad, Lahore Campus
Expected deliverables
- Feature extraction pipeline from source code ASTs
- Vulnerability prediction model
- Comparative accuracy evaluation against baseline static analyzers
Supervision prerequisites
Recommended Prerequisites
Machine learning, software security, Python/Scikit-learn
PythonScikit-LearnTree-sitterPyTorch
Source & Verification
Official Listing Details
Source: Official COMSATS Supervision Listing
Last Verified: July 2026