Abstract: Protecting membership in secure multi-party computation and communication is provided. A method of protecting membership includes generating a padding dataset, up-sampling a first dataset with the padding dataset, transforming and dispatching the first dataset, receiving a second dataset, and performing a private set intersection operation based on the first dataset and the second dataset to generate a third dataset. Each of the first dataset, the padding dataset, and/or the second dataset includes one or more personal identification information for each user or member in the dataset.

Abstract: Protecting data privacy in secure multi-party computation and communication is provided. A method of protecting data privacy includes determining a differential privacy configuration, determining a number of iterations based on a first parameter and a second parameter, and for each of the number of iterations generating a random value and a random noise data; generating a first message and a second message; and performing a transfer based on the first message, the second message, and an input data to output one of the first message and the second message. The method also includes generating a first noise data based on the random noise data in each of the number of iterations, generating a first share based on a first dataset and a second dataset, applying the first noise data to the first share, and constructing a result based on the first share and a second share.

Abstract: The embodiments of the present disclosure provide a cleaning device, the cleaning device including a body and a floor brush. The floor brush is connected to one end of the device body; the device body is provided with a sewage storage box, and the box body of the sewage storage box is at least for storing and/or filtering garbage suctioned by the floor brush. When the cleaning device is tilted or laid flat for use, no sewage may flow back into the motor from the sewage storage box, which prevents causing the motor to stop or be damaged, and ensures a normal use of the cleaning device.

Abstract: The present disclosure provides a cleaning device. The cleaning device may include a machine body, a cleaning liquid tank, and a floor brush, wherein the floor brush may be connected to an end of the machine body, the cleaning liquid tank may be arranged above the floor brush, and the cleaning liquid tank may be configured to provide cleaning liquid for the floor brush or floor. When a user uses the cleaning device for cleaning work, the user may hold the machine body to control a moving direction of the floor brush. In the cleaning device, by setting a cleaning liquid tank on the floor brush, a volume and weight of the machine body can be reduced, which reduces an overall volume and weight of the cleaning device, thereby reducing a load and weight when the user operates the machine body and improving experience of the user during cleaning work.

Abstract: A display method is disclosed. The method includes obtaining a brightness level of the first sub-area in response to the display screen being in a screen-on state; wherein the first sub-area has a distance to a boundary of the display area greater than that of the second sub-area, and the second sub-area is adjacent to the boundary of the display area; and adjusting a brightness level of the second sub-area to a target brightness level according to the brightness level of the first sub-area.

Abstract: The present disclosure provides a screen assembly, a method for manufacturing the same and a mobile terminal. The screen assembly includes: a screen including a display portion and a non-display portion surrounding the display portion; a cover plate stacked on the screen and including a transparent portion corresponding to a location of the display portion and a bezel portion surrounding the transparent portion, wherein a vertical projection of the bezel portion on the screen covers the whole non-display portion; a masking layer attached on a side of the bezel portion close to the screen and covering the whole bezel portion; and a light-shielding layer attached on a side of the masking layer close to the screen and stacked on the non-display portion; wherein, a vertical projection of the masking layer on the screen covers a vertical projection of the whole light-shielding layer on the screen.

Abstract: The present disclosure provides a screen assembly, a method for manufacturing the same and a mobile terminal. The screen assembly includes: a screen including a display portion and a non-display portion surrounding the display portion; a cover plate stacked on the screen and including a transparent portion corresponding to a location of the display portion and a bezel portion surrounding the transparent portion, wherein a vertical projection of the bezel portion on the screen covers the whole non-display portion; a masking layer attached on a side of the bezel portion close to the screen and covering the whole bezel portion; and a light-shielding layer attached on a side of the masking layer close to the screen and stacked on the non-display portion; wherein, a vertical projection of the masking layer on the screen covers a vertical projection of the whole light-shielding layer on the screen.