Abstract: According to various embodiments, an Internet of Things (IoT) sensor architecture is disclosed. The architecture includes one or more IoT sensor components configured to capture data and one or more processors configured to analyze the captured data. The processors include a data compression module configured to convert received data into compressed data, a machine learning module configured to extract features from the received data and classify the extracted features, and an encryption/hashing module configured to encrypt and ensure integrity of resulting data from the machine learning module or the received data.