Transformative Intelligence is an emerging technology, which allow to collect and analyze distributed sensor data for interpretation and classification. In this paper will be described new areas of application of Transformative Intelligence in security technologies, and creation of secure computing infrastructure. Presented approaches will allow to perform sensor data classification, and semantic categorization, as well as application of semantic vectors in creation of security protocols, and cryptographic methods, as well as cybersecurity infrastructure. Presented solutions allow to significantly improve security level of data storage and processing especially in resources distributed in the cloud.