Intelligent Malware and DDoS Attack Detection
Overview
The Transportation Mode Detection project recognizes eight transportation modes using GPS, Wi-Fi, and cellular data from smartphones. This system provides a windowless approach to human activity recognition, enhancing model generalization across diverse environments.
Innovation
- Windowless Detection: Improves model adaptability across transportation modes without relying on fixed time windows.
- Multi-Modal Data: Combines wireless data types to achieve high accuracy in transportation mode classification.
Applications
This system supports smart mobility and transportation analytics, offering valuable insights into travel patterns and user behavior.