Technologies for anonymous context attestation and threat analytics include a computing device to receive sensor data generated by one or more sensors of the computing device and generate an attestation quote based on the sensor data. The attestation quote includes obfuscated attributes of the computing device based on the sensor data. The computing device transmits zero knowledge commitment of the attestation quote to a server and receives a challenge from the server in response to transmitting the zero knowledge commitment. The challenge requests an indication regarding whether the obfuscated attributes of the computing device have commonality with attributes identified in a challenge profile received with the challenge. The computing device generates a zero knowledge proof that the obfuscated attributes of the computing device have commonality with the attributes identified in the challenge profile.