Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for generating differential privacy noise and applying the noise to data. In one aspect, a method includes obtaining a first binomial distribution parameter. Target differential privacy parameters representing a target level of differential privacy are obtained. The target differential privacy parameters include a first target differential privacy parameter representing a privacy metric that controls a level of privacy of data. For each value of multiple values of a second binomial distribution parameter, an actual value of a first actual differential privacy parameter that represents an actual privacy metric is determined based on the value of the second binomial distribution parameter. A determination is made whether the actual value of the first differential privacy parameter satisfies the first target differential privacy parameter.

Abstract: Aspects of the disclosure are directed to estimating a frequency histogram for users across multiple platforms while maintaining accuracy, security, privacy, and/or computational efficiency thresholds. The frequency histogram can be estimated unbiasedly with a configurable variance. The computations for generating the frequency histogram can be differentially private, satisfy provable security, and be efficient.

Abstract: The provided is an anti-jamming processing architecture based on a dual-component fusion application of a satellite navigation signal.

Abstract: A massive multiple-input multiple-output channel emulation method and a device based on optical matrix switching are provided. The method is realized based on a massive multiple-input multiple-output channel emulation system, which includes a plurality of channel preprocessing subsystems, an optical switching subsystem, a plurality of channel characteristic emulation subsystems, a self-checking and self-correcting subsystem, a mathematical simulation and monitoring subsystem and a time-frequency synthesis and distribution subsystem. All the subsystems are interconnected by various optical fiber connections, which are used to transmit high-speed data signals, communication information, control instructions, frequency, pulse and time signals, and have the centralized-distributed layout ability of various devices in the system based on long-distance transmission of optical fiber signals, and have the massive parallel expansion ability of the number of system signal input and output links.

Abstract: A massive multiple-input multiple-output channel emulation method and a device based on optical matrix switching are provided. The method is realized based on a massive multiple-input multiple-output channel emulation system, which includes a plurality of channel preprocessing subsystems, an optical switching subsystem, a plurality of channel characteristic emulation subsystems, a self-checking and self-correcting subsystem, a mathematical simulation and monitoring subsystem and a time-frequency synthesis and distribution subsystem. All the subsystems are interconnected by various optical fiber connections, which are used to transmit high-speed data signals, communication information, control instructions, frequency, pulse and time signals, and have the centralized-distributed layout ability of various devices in the system based on long-distance transmission of optical fiber signals, and have the massive parallel expansion ability of the number of system signal input and output links.