Abstract: In an industrial system, a data capture apparatus can be configured to operate as a unidirectional communication connection between a private network and a public network. The data capture apparatus can be further configured to collect raw data from the private network. The raw data can define a data distribution. The data capture apparatus can be further configured, based on the data distribution of the raw data, to generate anonymized or synthetic data that represents the raw data. The anonymized data can be transmitted over the unidirectional communication connection to a receiver machine of the data capture apparatus. In some cases, the receiver machine can send the anonymized data to an analysis system within the public network, such that the raw data can be analyzed by the analysis system, based on the anonymized data that represents the raw data, without the analysis system obtaining the raw data.

Abstract: In an industrial system, a data capture apparatus can be configured to operate as a unidirectional communication connection between a private network and a public network. The data capture apparatus can be further configured to time stamp data, for instance digitally sign data with a time stamp, so as ensure data integrity over the unidirectional communication connection, while maintaining physical isolation between the private network and public network.

Abstract: It is recognized herein that a given party might be hesitant to share its data because of privacy concerns, among others. It is further recognized herein that current approaches to sharing data between multiple parties, such as secure multi-party computation, anonymization, or blockchain techniques, do not enable a given party to decide a level of obfuscation associated with its data without the intervention of a third party. In accordance with various embodiments described herein, a given party can determine an obfuscation level associated with its data, thereby instilling confidence in parties that their data is protected and kept private when data is shared and aggregated.

Abstract: A micro data capture device can be configured to operate as a unidirectional connection from a first computing device to a second computing device. The micro data capture device can include a data capture side comprising a first universal serial bus (USB) interface configured to connect to the first computing device so as to extract data from the first computing device. The micro data capture device can further include a monitoring apparatus comprising an interceptor configured to copy data from the data capture side so as to define the unidirectional connection. Further, the micro data capture device can define a data storage side comprising a second USB interface configured to connect to the second computing device so as to transfer data to the second computing device. The data storage side can be configured to receive data from the data storage side via the monitoring apparatus. In some cases, the data capture side has only volatile memory, and the data storage side includes non-volatile memory.

Abstract: In an industrial system, a data capture apparatus can be configured to operate as a unidirectional communication connection between a private network and a public network. The data capture apparatus can be further configured to collect raw data from the private network. The raw data can define a data distribution. The data capture apparatus can be further configured, based on the data distribution of the raw data, to generate anonymized or synthetic data that represents the raw data. The anonymized data can be transmitted over the unidirectional communication connection to a receiver machine of the data capture apparatus. In some cases, the receiver machine can send the anonymized data to an analysis system within the public network, such that the raw data can be analyzed by the analysis system, based on the anonymized data that represents the raw data, without the analysis system obtaining the raw data.

Abstract: In an industrial system, a data capture apparatus can be configured to operate as a unidirectional communication connection between a private network and a public network. The data capture apparatus can be further configured to time stamp data, for instance digitally sign data with a time stamp, so as ensure data integrity over the unidirectional communication connection, while maintaining physical isolation between the private network and public network.