Padmanabhan, Dinoja

Privacy-preserving detection of encrypted AI traffic in IoT using lightweight flow-level machine learning

2025 · Zenodo (CERN European Organization for Nuclear Research)

The widespread integration of AI-driven services into IoT ecosystems introduces pressing cybersecurity and traffic visibility challenges—particularly in the presence of encrypted, low-latency protocols such as WebSocket Secure (WSS) and Model Context Protocol (MCP) over HTTPS. …