Abstract: Provided is a light backdoor attack method for a physical world. The method includes: generating, by a flashlight, a light trigger on a traffic sign; capturing and acquiring, by a camera, a backdoor training set, and marking all images in the backdoor training set as a target label; constructing a training set according to the backdoor training set and a clean training set; training a backdoor model using the training set to obtain a trained backdoor model; and evaluating effectiveness of light backdoor attack by applying the trained backdoor model to a testing set. The method can poison DNNs to achieve a more covert backdoor attack and provide a new idea for physical backdoor attack field.

Abstract: According to embodiments of the invention, systems, methods and devices are directed to removal of objects in a video feed that are captured continuously through video sources in real-time. Various embodiments of the invention implement several novel features, including, in one embodiment, a device that is coupled to cameras has an input device for selecting the objects to be removed from the feed. The selected object is removed and replaced with pixels neighboring the location where the pixels were taken from. Contour may also be controlled via the input, and sensitivity may be adjusted based on the application. Removed objects may also be selectively reintroduced into the video feed via the input device.

Abstract: An ignition system for an internal combustion engine includes an igniter having at least two high voltage (HV) electrodes and a low voltage (LV) electrode. The at least two HV electrodes are electrically isolated one from the other and the at least two HV electrodes are electrically isolated from the LV electrode. The system includes a coil assembly having at least one primary winding and at least two secondary windings, each secondary winding having a terminal for providing a HV signal. A driver module is provided for energizing the coil assembly. A high-tension cable, comprising at least two resistive wires, connects the at least two HV electrodes to the terminals of respective ones of the at least two secondary windings. The high-tension cable further comprises a non-resistive wire connecting the LV electrode to the driver module.

Abstract: According to embodiments of the invention, systems, methods and devices are directed to removal of objects in a video feed that are captured continuously through video sources in real-time. Various embodiments of the invention implement several novel features, including, in one embodiment, a device that is coupled to cameras has an input device for selecting the objects to be removed from the feed. The selected object is removed and replaced with pixels neighboring the location where the pixels were taken from. Contour may also be controlled via the input, and sensitivity may be adjusted based on the application. Removed objects may also be selectively reintroduced into the video feed via the input device.

Abstract: According to embodiments of the invention, systems, methods and devices are directed to removal of objects in a video feed that are captured continuously through video sources in real-time. Various embodiments of the invention implement several novel features, including, in one embodiment, a device that is coupled to cameras has an input device for selecting the objects to be removed from the feed. The selected object is removed and replaced with pixels neighboring the location where the pixels were taken from. Contour may also be controlled via the input, and sensitivity may be adjusted based on the application. Removed objects may also be selectively reintroduced into the video feed via the input device.

Abstract: An ABS plastic surface metal layer and method of manufacturing the same, the structure of said ABS plastic surface metal layer includes: a chemical nickel layer 102 having thickness of 0.05˜0.5 ?m, a watt nickel layer having thickness of 1˜3 ?m, a semi-bright nickel layer having thickness of 3˜10?m, a PVD resistant alloy layer having thickness of 0.1˜2 ?m, and a PVD color layer having thickness of 0.1˜0.3 ?m. The manufacturing method includes: pre-processing the ABS plastic; electroplating the watt nickel layer and the semi-bright nickel layer in sequence; performing dragging process for the plated semi-bright nickel layer; performing hydrocarbon vacuum degreasing and baking processes for a dragged ABS plastic plated piece, then form the PVD resistant alloy layer and the PVD color layer, to complete the ABS plastic surface metal layer.

Abstract: A method of a preparing double-layer antimicrobial coating comprises: placing a plastic substrate into a PVD vacuum equipment for a vacuum process; rinsing and activating the substrate when the vacuum level reaches 10?2; coating a metal film onto the activated substrate by the vacuum process; spraying an antimicrobial intermediate coating onto the metal film; and then coating an antimicrobial metal film by PVD to obtain a double-layer antimicrobial layer. The coating has two antimicrobial layers, and includes bores because the density of the coated film layer produced by PVD is low, so that the antimicrobial agent of the antimicrobial intermediate coating can pass through the bores and move to the surface of the coating and the surface of the antimicrobial coating, so as to kill the bacteria or suppress their grown. The method is very suitable for the sanitary, electronics, electrical appliances and the automobile industry.

Abstract: An ignition system for an internal combustion engine includes an igniter having at least two high voltage (HV) electrodes and a low voltage (LV) electrode. The at least two HV electrodes are electrically isolated one from the other and the at least two HV electrodes are electrically isolated from the LV electrode. The system includes a coil assembly having at least one primary winding and at least two secondary windings, each secondary winding having a terminal for providing a HV signal. A driver module is provided for energizing the coil assembly. A high-tension cable, comprising at least two resistive wires, connects the at least two HV electrodes to the terminals of respective ones of the at least two secondary windings. The high-tension cable further comprises a non-resistive wire connecting the LV electrode to the driver module.

Abstract: A alloy surface treatment includes dewaxing and deoiling to an alloy surface via a cleaning process; sealing holes on the alloy surface with an organic material; forming a first coating on the alloy surface with a UV curing material; providing a plasma treatment to activate the alloy surface, then providing a PVD process to form a second coating outside the alloy; forming a third coating on the alloy surface with another UV curing material which further includes a toner therein, then forming a fourth coating on the alloy surface with the UV curing material, wherein the toner is provided to match the color of hexavalent-chromium to obtain a hexavalent-chromium imitated product.

Abstract: The present invention is a preparation method of an anti-bacterial coating on a plastic surface. A preparation method of an anti-bacterial coating on a plastic surface with a better anti-bacterial effect is provided and comprises putting a plastic substrate into a PVD vacuum device; coating an anti-bacterial metallic layer on the plastic surface; and spray coating an anti-bacterial middle coating on the sample coated with anti-bacterial metallic coating. Utilizing PVD to coat antibacterial layer offsets timeliness of bacterial activity of the organic anti-bacterial coating, which allows the products with double bacterial layers have excellent anti-bacterial and bacteria-inhibited effects during their life spans. The anti-bacterial effect can not only be lasted for a long time, but also achieve high anti-bacterial efficiency (antibacterial rate is more than 99%).

Abstract: A method of a preparing double-layer antimicrobial coating comprises: placing a plastic substrate into a PVD vacuum equipment for a vacuum process; rinsing and activating the substrate when the vacuum level reaches 10?2; coating a metal film onto the activated substrate by the vacuum process; spraying an antimicrobial intermediate coating onto the metal film; and then coating an antimicrobial metal film by PVD to obtain a double-layer antimicrobial layer. The coating has two antimicrobial layers, and includes bores because the density of the coated film layer produced by PVD is low, so that the antimicrobial agent of the antimicrobial intermediate coating can pass through the bores and move to the surface of the coating and the surface of the antimicrobial coating, so as to kill the bacteria or suppress their grown. The method is very suitable for the sanitary, electronics, electrical appliances and the automobile industry.

Abstract: A method for producing a wire connection between a semiconductor chip and a substrate with which the end of a wire protruding out of a capillary of a Wire Bonder is melted into a wire ball, attached to a first connection point on the semiconductor chip, pulled out to the required length and attached to a second connection point on the substrate is characterized in that, after attaching the wire ball to the first connection point on the semiconductor chip the capillary is first raised by a predetermined distance D1 and then moved by a predetermined distance D2 in horizontal or inclined upward direction and in the direction towards the second connection point on the substrate. The distances D1 and D2 amount typically to once to twice the diameter of the wire.

Abstract: A decorative light bulb includes an outer surface forming a decorative shape and one or more inert gases inserted within the decorative light bulb to create ethereal electrical arcing having a first color. A surface feature is formed along the outer surface and a coating is applied on an inner surface of the surface feature. As a result of the coating, ethereal electrical arcing is formed having a second color along the inner surface of the surface feature.

Abstract: A decorative light bulb includes an outer surface forming a decorative shape and one or more inert gases inserted within the decorative light bulb to create ethereal electrical arcing having a first color. A surface feature is formed along the outer surface and a coating is applied on an inner surface of the surface feature. As a result of the coating, ethereal electrical arcing is formed having a second color along the inner surface of the surface feature.