Developing SENTINEL: An autonomous edge-deployed AI system for real-time detection, classification, and prevention of covert data harvesting across heterogeneous IoT networks.
On-device neural network models optimized for real-time traffic classification without cloud dependency.
Simultaneous privacy and security protection, distinguishing manufacturer surveillance from third-party compromise.
Engineered for the NVIDIA Jetson and L4/T4 ecosystems using TensorRT for high-throughput behavioral analysis.