Abstract: A method for concealing original data to protect personal information is provided. The method includes steps of: a data obfuscation device (a) if the original data is acquired, inputting the original data or its modified data into a learning network, and allowing the learning network to (i) apply a network operation to the original data or the modified data using learned parameters of the learning network and thus to (ii) output characteristic information on the original data or the modified data; and (b) updating the original data or the modified data via backpropagation using part of (i) 1-st losses calculated by referring to the characteristic information and its corresponding 1-st ground truth, and (ii) 2-nd losses calculated by referring to (ii-1) a task specific output generated by using the characteristic information (ii-2) a 2-nd ground truth corresponding to the task specific output, to thereby generate obfuscated data.

Abstract: A dual-use footrest is disclosed. The dual-use footrest comprises a bottom frame and a flip frame. The bottom frame includes a shaft part disposed at a side of the two side plates, and a support disposed a side of the shaft part, and the flip frame includes a shaft coupling part disposed at a side of the two side frames and pivotally connected to the shaft part, and a pedal part disposed on a side of the shaft coupling part. When the back surface of the flip frame is abutted on the bottom frame, the user with the sitting posture can step on the pedal part; and, when the flip frame is outwardly flipped about the shaft coupling part and the shaft part, to abut on the support of the bottom frame by the top surface thereof, the user with the standing posture can step on the footrest.

Abstract: A method for learning an obfuscation network used for concealing original data is provided. The method includes steps of: a learning device instructing the obfuscation network to obfuscate inputted training data, inputting the obfuscated training data into a learning network, and allowing the learning network to apply a network operation to the obfuscated training data and thus to generate 1-st characteristic information, and allowing the learning network to apply a network operation to the inputted training data and thus to generate 2-nd characteristic information, and learning the obfuscation network such that an error is minimized, calculated by referring to part of an error acquired by referring to the 1-st and the 2-nd characteristic information, and an error acquired by referring to a task specific output and its corresponding ground truth, and such that an error is maximized, calculated by referring to the training data and the obfuscated training data.

Abstract: A method for learning an adaption network corresponding to an obfuscation network used for concealing original data is provided. The method includes steps of: (a) on condition that a 1-st learning device has performed or is performing processes of (i) instructing the obfuscation network to obfuscate the training data to generate obfuscated training data, (ii) inputting the obfuscated training data into a learning network to generate 1-st characteristic information for training and inputting the training data into the learning network to generate 2-nd characteristic information for training, and (iii) learning the obfuscation network, a 2-nd learning device performing one of inputting the training data into the adaption network to generate 1-st feature adapted data and inputting test data into the adaption network to generate 2-nd feature adapted data and one of (i) acquiring a 1-st adaption ground truth and learning the adaption network and (ii) learning the adaption network.

Abstract: An adjustable screen lift arm includes a support frame assembly with a frame base, a balance adjustment mechanism including a gear set consisting a drive gear and a sector-like driven gear, a gear rack meshed with the drive gear and a spring connected between the frame base and the driven gear, and a holder block assembly has a holder block body that combined with the gear rack and a first sliding rail, the other side combined with a second sliding rail. When the holder block body is moved vertically, the gear rack rotates the drive gear, causing the driven gear to stretch or compress the spring so that the arm of force is relatively changed to offset the spring force of the spring, enabling the holder block assembly to be freely adjusted to the desired elevation and then automatically positioned.

Abstract: A method and system for manufacturing a custom designed container or package and an insert received in the container or package by selecting a size of the container or package using a size graphical user interface of a graphical user interface displayed on a display device. The custom foam insert can be designed using an insert shape graphical user interface displayed on the display device. The custom foam insert includes one or more cavities corresponding to respective one or more features of one or more objects to be retained in the container or package.

Abstract: An elevation-adjustable display screen support arm includes arm shaft with box-like shaft body, balance adjustment mechanism accommodated in box-like shaft body and including gear train, first sliding tooth rack, second sliding tooth rack and tension spring, and display screen mounting head including body block, first guideway, second guideway and connection panel. When adjusting the elevation of the supported display screen, body block is driven to move first sliding tooth rack in rotating gear train, causing gear train to move second sliding tooth rack in driving actuating plate to stretch or compress tension spring, and thus, rotation of gear train causes tension spring to provide a corresponding torque that is acted upon first sliding tooth rack to control upward or downward movement of display screen mounting head and supported display screen in stepless manner.

Abstract: A charging cabinet includes a housing including a plurality of horizontal storage chambers for storing mobile electronic devices, a mounting chamber at a back side relative to the horizontal storage chambers, a plurality of flip covers pivotally mounted at a front panel thereof and biasable to close/open the respective horizontal storage chambers and clocks for locking the respective flip covers, and a power supply unit including a power input module mounted at a back panel of the housing and electrically connectable to an external power source for power input, and a power socket module and an expansion module respectively electrically connected to the power input module with respective power jacks and respective USB connectors thereof arranged at different elevations to face toward the respective horizontal storage chambers for the connection of the respective storage mobile electronic device for charging.

Abstract: An adjustable desktop assembly includes a base frame having two inwardly tilted sliding plates at two opposite lateral sides thereof and a mounting unit at a rear side thereof for fastened to an external support frame assembly, an adjustment mechanism including a sliding base coupled to the bottom side of the base frame and an adjustment unit, two clamping plates bilaterally mounted in the sliding base, a lead screw mounted in the adjustment unit, and a pressure block affixed to the lead screw and movable with the lead screw between a locking position where the pressure block is abutted against an abutment block of the adjustment unit to lock a desktop to the base frame and an unlocking position where the pressure block is released from the abutment block for allowing adjustment of the forward and backward position of the desktop relative to the base frame.

Abstract: A carrying case for sterile objects includes: an outer container, having a lid; an optional tamper-proof seal coupled to said lid; a removable inner tray made of thermoplastic polymer; and a handle coupled to said inner tray. In another embodiment, the outer container is constructed of a polymeric material capable of being sanitized to be transported in its entirety into a sterile environment, providing a user with a greater selection of items since the user could have access to the entire contents of the case. The material and design of the case with the removable tray make it lightweight, enable easy and effective cleaning, and minimize the risk of contamination. In an operating room environment, the case provides faster access to required medical equipment while minimizing the risk to patients. The case would also be valuable in research and forensic laboratory environments where contamination is a major concern.

Abstract: A single lever-operated height-adjustable table includes a table top with two bottom guide rails, a base plate, a linkage system including two scissors linkages, two pairs of coupling rods pivotally coupled between the scissors linkages and the base plate and loaded with torsion springs and sliding roller sets respectively pivotally connected to the scissors linkages by respective pivot bolts and rotatably movably mounted in the guide rails, and a lifting control system for controlling lifting of the table top through one single operating lever.

Abstract: A supporting rack includes two one-piece supporting foot members each including an upright base panel and a bearing panel perpendicularly extended from the top side of the upright base panel, a clamping panel outwardly extended from the bottom side of the upright base panel of one one-piece supporting foot member for holding a mobile electronic device, a tabletop mounted on the bearing panels of the two one-piece supporting foot members in a replaceable manner and defining with the two one-piece supporting foot members an accommodation chamber for accommodating computer peripheral apparatuses, and an electronic expansion box detachably mounted at the upright base panel of one one-piece supporting foot member within the accommodation chamber for connecting multiple computer peripheral apparatuses to a computer or server.

Abstract: An isotope generation apparatus is disclosed including: an ion beam source of any of the types described herein; an extractor for extracting the ion beam from the confinement region, where the beam includes a portion of multiply ionized ions in a selected final ionization state; a target including a target material; and an accelerator for accelerating the ion beam and directing the ion beam to the target. The ion beam directed to the target transmutes at least a portion of the target material to a radio-isotope in response to a nuclear reaction between ions in the selected final ion state and atoms of the target material.

Abstract: A supporting rack includes two foot members each including a hollow foot member body, a foot member cover covering the hollow foot member body and two binding members bilaterally and detachably fastened to the hollow foot member body to secure the foot member cover in place, two support members vertically adjustably mounted on the respective foot members and locked by the respective binding members, a tabletop detachably supported on the support members and adjustable with the support members relative to the foot members to the desired elevation and defining a receiving space between the two foot members beneath the bottom wall thereof for accommodating computer keyboard, mouse or other peripheral devices.

Abstract: There are provided compounds comprising optionally substituted (FORMULA I) fused with one or two optionally substituted (FORMULA II), wherein A and E each independently represent —CH2—, —NH—, -0-, —S—, or —C(?O)— and B represents a bond, —CH2—, —NH—, -0-, —S—, or —C(?O)—, said compound having directly or indirectly attached thereto at least one acyl and/or oxime ester group. Such compounds are useful inter alias as photoinitiators.

Abstract: Apparatuses, components, methods, and techniques for classifying content are provided. An example method classifies textual content as objectionable. Another example identifies relevant attributes for the content. The example method includes analyzing a body of the content to determine a level of similarity between text in the content and a corpus of predetermined content. The example method further includes upon determining that the level of similarity is greater than a predefined threshold using natural language processing to extract a plurality of features from the content, the features being associated with concepts related to the body of the content. The example method further includes analyzing the extracted features to determine a second level of similarity between the content and the corpus of predetermined content. The example method further includes upon determining that the second level of similarity is greater than a second predefined threshold, classifying the content as objectionable.

Abstract: A desktop charger includes a housing having a face panel with multiple insertion slots and an openable front cover plate for closing the face panel, a rack mounted inside the housing and defining multiple insertion slots in communication with the insertion slots of the face panel, and a power supply module including a system circuit board holding multiple electrical connectors in respective connector holes in the face panel for the connection of transmission cables of mobile electronic products being inserted into the insertion slots of the face panel and the insertion slots of the rack, a power adapter connectable to an external power source for power input and a control system for controlling the operation of the system circuit board and the power adapter and for charging the inserted mobile electronic products and for allowing the inserted mobile electronic products to transmit signals and data during charging.

Abstract: An adjustable device holder includes a holder base including a bottom panel, a cover panel covering the bottom panel, two parallel sliding grooves located on the bottom panel and a shaft column located at the bottom panel between the sliding grooves, and an adjustment module including two adjustment plates slidably coupled to the sliding grooves and having a respective integrated tooth rack, two clamping members respectively pivotally connected to the adjustment plates for holding a mobile electronic device therebetween and a rotating wheel coupled to the shaft column of the holder base and having an integrated external ring gear meshed between the tooth racks of the adjustment plates.

Abstract: A system and associated methods allows for better monitoring of email delivery operations through the collection of different types of raw email data. Different data sources may be used, such as virtual personas, seed-based accounts and real subscriber data from ISPs. This raw data is transformed into a common data format.