Downloadable computer software for continuous monitoring, identifying, verifying, analyzing, comparing, classifying, sorting and scoring of collected or acquired data from network traffic, network communication, network flow data, and network intercommunication using artificial intelligence, machine learning and/or deep learning; Downloadable computer software for cybersecurity, detecting and mitigating network attacks using artificial intelligence, machine learning and/or deep learning; Downloadable computer software for training artificial intelligence, machine learning and/or deep learning systems; Downloadable computer software for machine learning-based network traffic analysis and network detection and response; Downloadable computer software and computer software platforms for network packet capture, indexing, analysis, storage, review and replay; all of the foregoing run on a broad range of hardware and in physical, virtual container and/or cloud environments

Providing temporary use of non-downloadable computer software for machine learning-based network traffic analysis and network detection and response; Providing temporary use of non-downloadable software for cybersecurity, detecting and mitigating network attacks using artificial intelligence, machine learning and/or deep learning