Abstract: Various embodiments of the present technology provide a distributed overwatch system that allows transactions with government-grade privacy and security. The security and privacy can be achieved by a combination of distributed trusted proxies, to which anonymous users connect with the overwatch of a variety of network security engines. The structured ecosystem provides mechanism for the blockchain to be monitored by an overwatch capability combining big data analytics, intelligent learning, and comprehensive vulnerability assessment to ensure any risks introduced by vulnerabilities are effectively mitigated. The system may include multiple proxy servers geographically distributed around the world. Each proxy can be associated with local network security engines to probe and analyze network traffic. Each proxy can mask sensitive data (e.g., personally identifiable information) within the transaction before it is stored.

Abstract: Various embodiments of the present technology provide a distributed overwatch system that allows transactions with government-grade privacy and security. The security and privacy can be achieved by a combination of distributed trusted proxies, to which anonymous users connect with the overwatch of a variety of network security engines. The structured ecosystem provides mechanism for the blockchain to be monitored by an overwatch capability combining big data analytics, intelligent learning, and comprehensive vulnerability assessment to ensure any risks introduced by vulnerabilities are effectively mitigated. The system may include multiple proxy servers geographically distributed around the world. Each proxy can be associated with local network security engines to probe and analyze network traffic. Each proxy can mask sensitive data (e.g., personally identifiable information) within the transaction before it is stored.

Abstract: Various embodiments of the present technology provide a distributed overwatch system that allows transactions with government-grade privacy and security. The security and privacy can be achieved by a combination of distributed trusted proxies, to which anonymous users connect with the overwatch of a variety of network security engines. The structured ecosystem provides mechanism for the blockchain to be monitored by an overwatch capability combining big data analytics, intelligent learning, and comprehensive vulnerability assessment to ensure any risks introduced by vulnerabilities are effectively mitigated. The system may include multiple proxy servers geographically distributed around the world. Each proxy can be associated with local network security engines to probe and analyze network traffic. Each proxy can mask sensitive data (e.g., personally identifiable information) within the transaction before it is stored.

Abstract: In embodiments of the present invention improved capabilities are described for developing, training, validating and deploying discovery avatars embodying mathematical models that may be used for document and data discovery and deployed within large data repositories. For example, an avatar may be constructed by machine learning processes, including by processing information related to what types of information analysts find useful in large data sets. Once constructed, an avatar may be deployed as an aid to human intuition in a wide range of analytical processes, such as related to national security, enterprise management (e.g., programs related to sales, marketing, product, promotions, placement, pricing and the like), dispute resolution (including litigation), forensic analysis, criminal, administrative, civil and private investigations, scientific investigations, research and development, and a wide range of others.

Abstract: In embodiments of the present invention improved capabilities are described for developing, training, validating and deploying discovery avatars embodying mathematical models that may be used for document and data discovery and deployed within large data repositories. For example, an avatar may be constructed by machine learning processes, including by processing information related to what types of information analysts find useful in large data sets. Once constructed, an avatar may be deployed as an aid to human intuition in a wide range of analytical processes, such as related to national security, enterprise management (e.g., programs related to sales, marketing, product, promotions, placement, pricing and the like), dispute resolution (including litigation), forensic analysis, criminal, administrative, civil and private investigations, scientific investigations, research and development, and a wide range of others.