Transformer-Based Code Vulnerability & Secret Leak Predictor
Fine-tuned CodeBERT model inspecting source code snippets to flag insecure buffer allocations, SQL injections, and hardcoded JWT secrets.
Project Overview
Trains on thousands of CVE security vulnerability patches. Unlike rigid regex rules, this CodeBERT model understands semantic context, variable lifecycles, and sanitization functions, flagging subtle vulnerabilities in C/C++, Java, and Python with explanations.
Trains on thousands of CVE security vulnerability patches. Unlike rigid regex rules, this CodeBERT model understands semantic context, variable lifecycles, and sanitization functions, flagging subtle vulnerabilities in C/C++, Java, and Python with explanations.
Fine-tuned CodeBERT model inspecting source code snippets to flag insecure buffer allocations, SQL injections, and hardcoded JWT secrets.
Core Project Objectives
Capture continuous analog/digital sensor readings with robust noise filtering and hardware calibration.