Netcatch: Network Traffic Analysis Suite
- Machine learning based network traffic analysis suite.
- Custom deep learning architecture: Deep Fully Connected Residual Network.
- Optimized hyperparameters with millions of traffic flows.
- Traffic flow analysis based detection per IP.
- Current features
- System architecture
- Detection Performance:
- 99% detection accuracy for certain DDoS types with <1% false alarm rate.
- Horizontally scalable
- Classification is performed via Torchserve in containers that can be scaled as much as needed.
- Feature extraction is performed in containers that can be scaled as much as needed.
Technology Stack
