CACI uses convolutional neural network architectures to execute data-driven deep learning projects with no intervention by developers and engineers. Our efforts in computer vision and image processing have yielded outstanding results, including large-scale automation of object detection and classification for our national security customers. Our solutions enable discovery of trends, variations in data, and anomalies to enable decision-making. They include alerts for analysts, as well as automated reporting.
For a defense customer, CACI developed a tool chain that can automate the creation of cyber sensors at the request of cyber warfighters. Each cyber sensor has a specific use, such as network security or user monitoring, and an associated data set. Using CACI-developed interfaces, cyber warfighters can train neural networks to improve unsupervised classification of very large data sets. That means they more quickly can detect threats to networks that might otherwise go undetected by human analysts.
By combining an intuitive user experience with the most advanced deep-learning techniques, CACI technology can provide the most effective analytic tools for your mission.