Abstract: A quantum computing-threat-resistant system for cryptography key exchange comprises a linear-space computing module, a manifold computing module, and a Banach-space computing module. The system implements the technologies of homotopy morphing and key cloaking for facilitating the key-exchanging processes to perform quantum computing-threat-resistant operations in a mathematics space which is different from the spaces that generic quantum attacks work on, and then retrieve the original key in a Hilbert space after the processes of key exchange. The system not only avoids quantum attacks on key-exchanging processes, but also avoids the defects of current PQC solutions, the vulnerability of the main streamed symmetric & asymmetric encryption systems, and the limitation of quantum key operation in a Hilbert space. Both legacy key solution and quantum key solution are provided and implemented without requiring expensive devices.

Abstract: Data collection system for effectively processing big data is provided. The data collection system includes multiple risk filtering modules up to third order or higher and a specific data extractor, wherein the multiple risk filtering modules and the specific data extractor are connected in series. The data collection system is capable of filtering received raw data through the multiple risk filtering modules so as to remove data with cyber security risks or system security issues, and keeping required data by the specific data extractor. In addition, the system can assist the user automatically to carefully select raw data through a combination of means of data classification, data normalization, and data clustering analysis. Thereby the system effectively enhances usability and security of data collection.

Abstract: Data transmission system and method with high security are introduced for communicative connection of a transmitter device to a receiver device through a data transmission channel. The transmitter device includes multiple asymmetric encoding packers, and the receiver device includes a multiplex-decoding processor corresponding to the asymmetric encoding packers. After the transmitter device performs pre-processing on original data according to a source of the original data, the asymmetric encoding packers perform encoding packing on the pre-processed original data and generate multiple encoded data. The encoded data are sent to the receiver device through the data transmission channel, and are decoded by the multiplex-decoding processor to obtain restored data. Accordingly, enhancing security and convenience of data transmission are achieved.

Abstract: A data scan system is introduced, including an electronic device including a data scan module. The data scan module includes a data capture unit and a data processing control unit. The data capture unit is used to capture a target data and assign a plurality of corresponding labels to the target data. The data processing control unit is coupled to the data capture module, and includes an exception processing sub-unit for performing an exception processing mechanism on the target data, a control status switching sub-unit, a backup sub-unit, and a remote control sub-unit, an error report sub-unit, a flow monitoring sub-unit and a shortest path handling sub-unit. It can greatly improve the degree of control over the subsequent processing of data, thereby achieving the purpose of improving the security of data transmission.

Abstract: An artificial-intelligence decision-making core system with neural network implements asymmetric hidden layers which is constructed by neural network with a dynamic neuron adjusting mechanism via making use of a device with computing unit and storage media, coupled to an independent feedback sub-system which operates a residual-compensation mechanism, thereby the core system can receive various trained data and performs a non-linear analysis process according to the output data derived from the asymmetric hidden layers of an unsupervised neural network, so as to derive individual and applicable decision-making data.

Abstract: A quantum attack-resistant system for processes of cryptography key exchange comprises a linear space computing module, a manifold computing module, and a Banach space computing module. The system implements the technologies of homotopy morphing and key cloaking for facilitating the processes of key exchange to perform quantum attack-resistant operations in a mathematics space which is different from the spaces that generic quantum attacks work on, and then retrieve the original key in a Hilbert space after the processes of key exchange. The system not only avoids quantum attacks on key exchange processes, but also avoids the defects of current PQC solutions, the vulnerability of the main streamed symmetric & asymmetric encryption systems, and the limitation of quantum key operation in a Hilbert space. Both legacy key solution and quantum key solution are provided and implemented without requiring expensive devices.

Abstract: A system for use in quantum encryption, decryption, and encoding, comprises a photon production sub-system, a transmission channel sub-system, and a data encoding sub-system. The transmission channel sub-system makes use of the combination of quantum state vectors derived from the photon production sub-system for optical communication with quantum key. The data encoding sub-system includes a plurality of dynamic data encoding modules, and at least one of these modules performs to express the quantum key with bases in an individual Hilbert Space, and divides the transmitting data into segments for data encoding with the individual space bases. In addition to the use in data encoding, the sub-system can also improve the signal-decays and the eavesdropping issue within the quantum channel via implementation of the Laplace Transformation unit and the Quantum Fourier Transformation unit.

Abstract: A quantum-attack resistant operating system for use in a key management mechanism which is a full solution of cyber-security for quantum transmission via optical paths, in order to detect and bypass quantum computing attacks, or to perform quantum counterattacks, during various procedures of quantum key managements; wherein the system avoids the attacks of key tampering, destroying, detecting, and blocking, from other quantum systems in a quantum key storage phase; meanwhile, it also avoids the sniffing from other quantum systems on key entangled properties, in a quantum key clearing phase; in addition, in a quantum key recycling phase, facing quantum computing attacks, it not only can disrupt the judgement of other systems on key verification, but also consumes the computing resources on the attacker side; thereby the present invention provides a protection mechanism which cannot be achieved by a conventional PQC (Post-quantum cryptography) solution.

Abstract: A quantum computing-threat-resistant system for cryptography key exchange comprises a linear-space computing module, a manifold computing module, and a Banach-space computing module. The system implements the technologies of homotopy morphing and key cloaking for facilitating the key-exchanging processes to perform quantum computing-threat-resistant operations in a mathematics space which is different from the spaces that generic quantum attacks work on, and then retrieve the original key in a Hilbert space after the processes of key exchange. The system not only avoids quantum attacks on key-exchanging processes, but also avoids the defects of current PQC solutions, the vulnerability of the main streamed symmetric & asymmetric encryption systems, and the limitation of quantum key operation in a Hilbert space. Both legacy key solution and quantum key solution are provided and implemented without requiring expensive devices.

Abstract: A quantum attack-resistant system for processes of cryptography key exchange comprises a linear space computing module, a manifold computing module, and a Banach space computing module. The system implements the technologies of homotopy morphing and key cloaking for facilitating the processes of key exchange to perform quantum attack-resistant operations in a mathematics space which is different from the spaces that generic quantum attacks work on, and then retrieve the original key in a Hilbert space after the processes of key exchange. The system not only avoids quantum attacks on key exchange processes, but also avoids the defects of current PQC solutions, the vulnerability of the main streamed symmetric & asymmetric encryption systems, and the limitation of quantum key operation in a Hilbert space. Both legacy key solution and quantum key solution are provided and implemented without requiring expensive devices.

Abstract: A catalyst composition for hydrogenating 4,4?-methylenedianiline is provided. The catalyst composition includes a carrier including aluminum oxide and magnesium oxide, a rhodium-ruthenium active layer loaded on the surface of the carrier, and organic amine solvent. The weight percentage of magnesium oxide in the carrier is between 12% and 30%. A method for preparing 4,4?-methylene bis(cyclohexylamine) using the catalyst composition is also provided.

Abstract: A catalyst composition for hydrogenating 4,4?-methylenedianiline derivatives is provided. The catalyst composition includes a carrier including aluminum oxide and magnesium oxide, a rhodium-ruthenium active layer loaded on the surface of the carrier, and a solvent including an organic amine. The weight percentage of magnesium oxide in the carrier is between 12% and 30%. A method for preparing 4,4?-methylene bis(cyclohexylamine) derivatives using the catalyst composition is also provided.

Abstract: A system for use in quantum encryption, decryption, and encoding, comprises a photon production sub-system, a transmission channel sub-system, and a data encoding sub-system. The transmission channel sub-system makes use of the combination of quantum state vectors derived from the photon production sub-system for optical communication with quantum key. The data encoding sub-system includes a plurality of dynamic data encoding modules, and at least one of these modules performs to express the quantum key with bases in an individual Hilbert Space, and divides the transmitting data into segments for data encoding with the individual space bases. In addition to the use in data encoding, the sub-system can also improve the signal-decays and the eavesdropping issue within the quantum channel via implementation of the Laplace Transformation unit and the Quantum Fourier Transformation unit.

Abstract: A data scan system is introduced, including an electronic device including a data scan module. The data scan module includes a data capture unit and a data processing control unit. The data capture unit is used to capture a target data and assign a plurality of corresponding labels to the target data. The data processing control unit is coupled to the data capture module, and includes an exception processing sub-unit for performing an exception processing mechanism on the target data, a control status switching sub-unit, a backup sub-unit, and a remote control sub-unit, an error report sub-unit, a flow monitoring sub-unit and a shortest path handling sub-unit. It can greatly improve the degree of control over the subsequent processing of data, thereby achieving the purpose of improving the security of data transmission.

Abstract: Data transmission system and method with high security are introduced for communicative connection of a transmitter device to a receiver device through a data transmission channel. The transmitter device includes multiple asymmetric encoding packers, and the receiver device includes a multiplex-decoding processor corresponding to the asymmetric encoding packers. After the transmitter device performs pre-processing on original data according to a source of the original data, the asymmetric encoding packers perform encoding packing on the pre-processed original data and generate multiple encoded data. The encoded data are sent to the receiver device through the data transmission channel, and are decoded by the multiplex-decoding processor to obtain restored data. Accordingly, enhancing security and convenience of data transmission are achieved.

Abstract: Artificial intelligence decision making neuro network core system and information processing method using the same include an electronic device linking to a unsupervised neural network interface module, a asymmetric hidden layers input module linking to the unsupervised neural network interface module and a neuron module formed with tree-structured data, a layered weight parameter module linking to the neuron module formed with tree-structured data and an non-linear PCA (Principal Component Analysis) module, an input module of the lead backpropagation unit linking to the non-linear PCA module and a tuning module, an output module of the lead backpropagation unit linking to tuning module and the non-linear PCA module; when the electronic device receives raw data, processing and learning the raw data via all the modules, and updating programs to generate decision results that accommodate a variety of scenarios, in order to elevate the reference value and practicality of the decision result.

Abstract: A data collection system for effectively processing big data is introduced. The data collection system includes multiple risk filtering modules up to second order or higher and a specific data extractor, wherein the multiple risk filtering modules and the specific data extractor are connected in series. The data collection system is capable of filtering received raw data through the multiple risk filtering modules so as to filter out raw data with security risks, and obtaining required raw data by the specific data extractor. Accordingly, the system may assist the user automatically to carefully select raw data with high usability, so as to enhance convenience and security of data collection effectively.

Abstract: This present disclosure discloses an electrical power generating system, comprising a mechanical energy input, a direction transferring module, a first electromagnetic rotation module, a second electromagnetic rotation module and a power storage module. The direction transferring module is connected with the mechanical energy input. Moreover, the direction transferring module comprises a first output and a second output. The first output and the second output are deposed on two sides of the direction transferring module respectively. The first electromagnetic rotation module is connected with the first output, and the second electromagnetic rotation module is connected with the second output. On the other hand, the power storage module connects to the first electromagnetic rotation module and the second electromagnetic rotation module simultaneously.

Abstract: This present disclosure discloses an electrical power generating system, comprising a mechanical energy input, a direction transferring module, a first electromagnetic rotation module, a second electromagnetic rotation module and a power storage module. The direction transferring module is connected with the mechanical energy input. Moreover, the direction transferring module comprises a first output and a second output. The first output and the second output are deposed on two sides of the direction transferring module respectively. The first electromagnetic rotation module is connected with the first output, and the second electromagnetic rotation module is connected with the second output. On the other hand, the power storage module connects to the first electromagnetic rotation module and the second electromagnetic rotation module simultaneously.

Abstract: Disclosed is a catalyst for hydrogenation of 4,4?-methylenedianiline (MDA), including a support, a magnesium-aluminum oxide layer covering the support, and a rhodium-ruthenium active layer loaded on the magnesium-aluminum oxide layer, wherein the rhodium and the ruthenium of the rhodium-ruthenium active layer have a weight ratio of 40:60 to 10:90. The hydrogenation catalyst can be collocated with hydrogen for hydrogenation of the MDA to form bis(para-amino cyclohexyl) methane (PACM), and the PACM contains 0 mol % to 25 mol % of (t,t)-isomer.