ramaritacreations/sql-injection-attack-detection
🔍 Detect SQL injection attacks with a machine learning system that uses feature engineering and an SVM classifier for real-time predictions.
What's novel
🔍 Detect SQL injection attacks with a machine learning system that uses feature engineering and an SVM classifier for real-time predictions.
Code Analysis
0 files read · 4 roundsA minimal script that likely wraps a pre-trained SVM model to classify SQL queries as safe or malicious, but lacks custom implementation logic.
Strengths
The project follows a logical pipeline structure (preprocessing -> feature extraction -> training -> prediction) and includes necessary components like a dataset directory and requirements file.
Weaknesses
File sizes are suspiciously small for the claimed functionality, suggesting placeholder code or heavy reliance on external libraries without custom logic. The README contains significant errors (URLs as file paths), indicating poor maintenance. No tests were found, and error handling is likely minimal given the lack of visible implementation.
Score Breakdown
Signal breakdown
Innovation
Craft
Traction
Scope
Evidence
Commits
13
Contributors
2
Files
11
Active weeks
2
Repository
Language
Python
Stars
3
Forks
0
License
MIT