99results about How to "Addressing Vulnerability" patented technology

The invention discloses a depth learning classification method with the function of defending against sample attack, The device for realizing the classification method comprises: an attack generationmodel AG, a confrontation sample discrimination model D and a classification model DNN. The specific methods are as follows: (1) training the DNN by using a normal data set, the classification accuracy is higher than a preset value, and the training of the DNN is stopped; (2) Alternatively training the parameters of AG and D until AG-D realizes Nash equilibrium; (3) The parameters of AG and DNN were alternately trained until AG-DNN realizes Nash equilibrium; 4) judging whether that discrimination model D and the classification model DNN of the antagonism sample reach the Pareto optimality, ifso, the DNN training is complete and the step 5 is executed; otherwise, the step 2) is returned; (5) Inputting the samples to be classified into the trained classification model DNN to obtain the classification result. The invention can effectively solve the vulnerability of the classification model when confronted with the confrontation sample in the actual classification application, and improvethe robustness of the model performance.

The invention provides a brittleness evaluation method for a cluster system based on a complex network. The method mainly includes the following steps: step A, analyzing an evaluation object to builda system network model, and exploring vulnerable nodes; step B, setting a brittleness index; step C, setting an intentional attack strategy; step D, implementing attacks, and monitoring and recordingsystem performance indexes; and step E, summarizing the variation trend of the performance indexes, and analyzing the brittleness performance of cluster system. According to the scheme of the invention, on the premise of considering various complex characteristics of the cluster system, the evaluation method provided by the invention is adopted to search the vulnerable nodes for the cluster system, and then the intentional attacks are carried out for the vulnerable nodes, the brittleness index provided by the invention is adopted to perform brittleness quantitative analysis and brittleness trend analysis on the attacked cluster system, so that system designers can be facilitated to discover the vulnerable nodes of the system and can perform optimization and improvement for the vulnerable nodes and a network structure according to an evaluation result, and thus the brittleness performance of the system can be improved.

The invention discloses a method for avoiding interference of medium access control address list on access device, comprising that an exchange chip in data plane closes the MAC address study at network port, a MAC address study module exchanges the MAC address study function of the exchange chip, the MAC address study module and a MAC address legality check module filter illegal MAC address study to build a legal MAC address list, a control plane sets studied a new legal MAC address list into the exchange chip, and starts an aging process, when aged, deletes the MAC address of the exchange chip. Since the exchange chip uses static MAC address, the invention converts the dangerous MAC address study function of exchange chip into safe MAC address study of control plane, to avoid MAC address list interference caused by source MAC attack.

The invention discloses an identification method of vulnerable nodes of a distribution network. The method includes the following steps: (1) establishing vulnerability evaluation indexes based on complex network theory, and a risk evaluation index based on risk theory; (2) using a hierarchical analysis method to carry out weighted summation on the vulnerability evaluation indexes of the distribution network and comprehensively analyze the vulnerability indexes and the risk index, and establishing a comprehensive estimation index of node vulnerability of the distribution network; (3) acquiringstructure data of the distribution network and a power flow calculation result, and calculating the comprehensive estimation index of the distribution network; and (4) outputting the relatively vulnerable nodes of the distribution network. The comprehensive estimation index has the following advantages that: the complex network theory and the risk theory are adopted, a structure of the distribution network is taken into account, fault risks are taken into account, and the identification problem of the vulnerable nodes in the distribution network is comprehensively solved.

The invention discloses an economic dispatching method with robust collaborative consistency. The method comprises the following specific steps: determining a laplacian matrix L; obtaining a total power P<D>, and initializing power generating powers of various units and calculating power deviations; correcting the laplacian matrix L in real time; calculating a consistency gain function c(k); updating a virtual consistency variable of a leader and a follower; calculating real consistency variables of various units; solving the power generating powers P<Gi> of the units; determining power deviations [delta]P and judging whether a power error margin P<error> is met or not; and if so, ending iteration and outputting an optimization result. According to the economic dispatching method, the problem that a traditional CCA algorithm excessively depends on an ideal communication network is solved; the economic dispatching method has robustness on transmission delay and noise interference; the vulnerability that a traditional CCA algorithm cuts off the units from a key position of a communication topology is solved; and plug and play characteristics of the units are considered.

The invention relates to the technical field of blockchain security, and in particular to a blockchain secure communication method and system, and a service node. The method comprises the following steps: isolating a master node from a user terminal; receiving a blockchain service request sent by the user terminal, wherein the blockchain service request at least comprises a non-accounting requestor an accounting request; processing the non-accounting request in the blockchain service request, and sending the accounting request in the blockchain service request to the master node for processing. By adoption of the method and system, and the service node provided by the embodiment of the invention, the problem that the master node in a blockchain network is easily attacked can be solved, and the communication security of the master node in the network is improved.

The invention discloses a wearable scissor-fork type pineapple one-step picking auxiliary arm. The auxiliary arm comprises a bottom plate, a hand-held column, a hand-pulled column, two scissor-fork oscillating bars, a scissor-fork mechanism and two mechanical claws, wherein the hand-pulled column is arranged on the bottom plate through a guiding rail-sliding block structure, one end of each scissor-fork oscillating bar is arranged on the bottom plate through a pin shaft, the other end of the corresponding scissor-fork oscillating bar is connected to the hand-pulled column through a link mechanism, a first-stage intermediate pin shaft of the scissor-fork mechanism is fixedly arranged on the bottom plate, end portions of first-stage two scissor-fork rods of the scissor-fork mechanism are respectively hinged with the middle portions of the scissor-fork oscillating bars through first connecting rods, and the mechanical claws are respectively fixedly arranged at the last-stage end portion of the scissor-fork mechanism; when a user pulls the hand-pulled column backward, the hand-pulled column drives the scissor-fork oscillating bars to rotate around end portion pin shafts of the scissor-fork oscillating bars inward through the link mechanism, the rotation of the scissor-fork oscillating bars drives the scissor-fork mechanism to elongate through the first connecting rods and simultaneously drives the mechanical claws to stretch forward and clamp the pineapple. The wearable scissor-fork type pineapple one-step picking auxiliary arm has the advantages that the structure is simple, manual pineapple picking can be assisted, and the labor intensity is reduced.

The invention discloses a display panel and a manufacturing method thereof. The display panel comprises a substrate, a plurality of pixel units, a color conversion layer, a protection layer and a shading layer. The color conversion layer is on the substrate. The protection layer covers the color conversion layer and comprises a plurality of patterned protection units, wherein each patterned protection unit corresponds to one pixel unit. The light shielding layer is located in a gap formed between the patterned protection units.

The invention relates to a power grid real-time adaptive decision-making method based on deep reinforcement learning. The method comprises the following steps: step 1, modeling a novel power system unit adaptive scheduling problem as a Markov decision-making process; 2, researching the basic principle of an SAC algorithm, and solving a strategy enabling the accumulated reward value of the MDP model in the step 1 to be maximum; step 3, designing a neural network pre-training scheme based on behavior cloning in the IL, simulating expert experience, optimizing an original action space, proposing an IL-SAC algorithm, training a corresponding power grid optimization scheduling agent based on the IL-SAC algorithm and 105 real power grid scene data, and performing optimization scheduling on the power grid. During testing, the intelligent agent can output a real-time decision scheme in response to different power grid scene data, and intelligent regulation and control of a novel power grid system are realized. The power grid dispatching strategy can be output in real time.

The invention relates to a pure-gold watchcase manufacturing method, comprising raw material melting, rough blank forming, stamping treatment and cutting treatment. The invention also relates to a pure-gold watchcase obtained by the above method, and a dial plate comprising the pure-gold watchcase. The dial plate also comprises an inner container, a movement, a graduated disk, a watch glass, a watch crown and an ear part. The inner container comprises an inner container body and a fixed part. The pure-gold watchcase is wrapped at the outer wall of the inner container. The movement is arranged inside the inner container. The graduated disk is arranged on the top surface of the movement in a covering manner. The watch glass is disposed at an opening of the inner container in a covering manner. With the gold content higher than nine hundred and ninety per one thousand, the pure-gold watchcase achieves good machining performance, allows surface treatment, has high strength and hardness and is adapted to normal knock and collision when used. The rejection rate in the pure-gold watchcase manufacturing process is low, and the production efficiency is high. The dial plate comprising the pure-gold watchcase has good waterproofness, and the strength of an outer shell of the dial plate is further enhanced, so the service lifetime of the dial plate is prolonged.

An adjustable metallographic sample clamp comprises an upper left clamping board (1), a lower left clamping board (2), an upper right clamping board (3) and a lower right clamping board (4); the lower left clamping board (2) and the upper left clamping board (1) are connected through a rivet (8); the lower right clamping board (4) and the upper right clamping board (3) are connected through a rivet (8); the upper left clamping board (1) and the upper right clamping board (3) are connected through a rivet (8); a tension spring (7) is arranged between the lower left clamping board (2) and the lower right clamping board (4); an adjusting board (5) is installed on the lower left clamping board (2) and the lower right clamping board (4) through a T-type groove and can move up and down in the T-type groove; a pressure board (6) is arranged on the adjusting board (5); and force of fingers is evenly transmitted to the adjusting board (5) through the pressure board (6), so that the surface of a sample is stressed evenly. The adjustable metallographic sample clamp is simple in structure, convenient to operate, easy to adjust, high in work efficiency and low in cost.

The invention provides a digital certificate processing method and device. After a domain name application request carrying a to-be-applied domain name is acquired, the to-be-applied domain name carried in the domain name application request is authorized if the to-be-applied domain name carried in the domain name application request is allowed to be registered, a digital certificate correspondingto the authorized to-be-applied domain name is singed and issued, and therefore an N-stage domain name server can be not only be a domain name administrator but also be a novel CA mechanism for signing and issuing the digital certificate corresponding to the domain name. That is to say, for any stage of domain name server, the domain name server only can sign and issue the digital certificate corresponding to the next-stage domain name administrated by the domain name server, therefore, the power that various stages of domain name servers sign and issue the digital certificates is limited, and the problem that the domain name serves are prone to be attacked due to the fact that the power is too large is solved; and in addition, the digital certificate corresponding to the domain name under each stage of domain name server is related to the root domain name server, trust anchors corresponding to the various stages of domain name servers are all root domain name digital certificates ofthe root domain name servers, and then the uniqueness of the trust anchors is achieved.

The invention discloses an offline ticket anti-counterfeiting method based on a distributed account book principle. The offline ticket anti-counterfeiting method comprises the following steps that ticket system nodes are divided into a ticket (ticket number) generation node, an issuing node, a transfer node, a user node and a ticket checking node; ticket system transactions are divided into ticket generation transactions, issuing transactions, circulation transactions, pre-check transactions, ticket checking transactions, pre-refunding transactions and ticket refunding transactions, wherein each node has own secret keys (including a public key and a private key), and each transaction of the system needs to be encrypted by multiple nodes; when a ticket selling system sells a ticket, multiple parties are taken from transaction nodes for encryption and common certification, each node encrypts data by using a private key according to a specified sequence, and finally a ciphertext is formed and stored. When a ticket checking system checks the ticket, decryption is carried out by utilizing the public key of the corresponding node in the transaction of the ticketing system according to an opposite sequence. A multi-party authentication mechanism is provided, so that a decentralized mutual trust effect is achieved, tampering resistance is improved, and secret key leakage of any party is insufficient to cause counterfeiting of transaction data.

The invention discloses a sample plate marking and pricking-pressing device and a method used by the sample plate marking and pricking-pressing device. An end head support arm and a support arm are arranged on a base; a power hammer is arranged on the end head support arm; the power hammer penetrates through a limiting groove in a baffle for limiting; a centrifuge support arm is arranged at the lower part of a rod of the power hammer and is used for controlling and driving the power hammer. By using the device, the technical problems that a worker easily gets hurt, the processing quality can not be ensured, and the working efficiency is low as the manual processing is adopted in the prior art can be solved. By using the device and the method, the original manual pricking-pressing operation by the worker can be completely replaced; in the whole process, the manual pricking-pressing with brute force is avoided, the workload is reduced, the danger coefficient during work is reduced, the phenomenon of arm ache caused by vibration when the pricking-pressing is carried out by adopting a hammer is eliminated, the working efficiency is improved and simultaneously the workpiece processing quality is ensured.

The invention relates to a unit commitment optimization method considering new energy consumption. The method comprises the following steps: step 1, constructing a day-ahead new energy consumption dynamic evaluation model; step 2, predicting the short-term generating capacity of the new energy unit based on an LSTM neural network, including preprocessing historical data and completing prediction of the generating capacity of the new energy unit by using the LSTM neural network; step 3, converting a unit commitment problem into a Markov decision process, including design of a power grid state st, an action at, a reward value Rt and a transfer function; and step 4, according to the historical operation data characteristics of the power grid, intelligent agent construction is completed based on a parameter adaptive neural network, an intelligent agent is trained, and a unit output plan meeting a new energy consumption target is obtained. According to the invention, the stability of a novel power system taking new energy as a main body can be improved, efficient utilization of clean energy is realized, and consumption of the new energy is completed on the premise of reliable operation of a power grid.

The invention relates to a password authentication method and system, an electronic device and a storage medium, and the method comprises the steps: generating a first random number in response to a login request of a user; receiving a second random number, a salt value and a cycle number returned by the server, and generating a client authentication certificate; obtaining a signature abstract and a client signature based on the client authentication credential, and sending the client signature and the client authentication credential to a server for signature verification; and receiving a first server authentication certificate returned by the server, performing HMAC-SM3 calculation on a first key generated by the server in a registration stage, generating a second server authentication certificate, and authenticating the server successfully under the condition that the first server authentication certificate is consistent with the second server authentication certificate. Through the password authentication method and device, the problem that the password is easily attacked and leaked in a password authentication process in the prior art is solved, and password security authentication is realized.

The invention discloses an intelligent industrial decentralized information storage node communication network system and method, and relates to the technical field of intelligent industrial systems.The system comprises an administrator terminal, an industrial equipment terminal, a general control computer, an industrial network platform, an industrial data collection module and a communication interaction module. According to the invention, the decentralization technology is applied to the field of intelligent industry, a strict identity verification mechanism is established without depending on a central verification server, more reliable identity verification support is provided for intelligent industrial equipment, and the problem of high cost consumption of industrial Internet of Things equipment caused by a centralization server in the prior art is effectively solved. According to the invention, based on the decentralization technology, equipment in the field of intelligent industry is enabled to carry out security interaction, tamper resistance is realized, each distributed industrial communication node has public key information of all nodes with the same content, and theproblem that a centralized server is easily attacked in the traditional technology is effectively solved.

The invention discloses a safe twist-open cap. The safe twist-open cap comprises a cap top and a cylindrical cap wall formed by downward extending of the outer edge of the cap top, wherein two convex rings which are parallel to each other and surround the cap wall are arranged at the lower part of the cap wall; an annular groove is formed in a position between the two convex rings; a plurality of U-shaped slits are formed in the groove bottom of the annular groove along the circumferential direction of the cap wall; the cap wall at the upper side of the U-shaped slits inclines inwards to form punching openings penetrating through the cap wall; the cap wall between adjacent punching openings form bridges; the cap wall below the punching openings form anti-theft rings; and the anti-theft rings are connected with the cap wall above the punching openings through the bridges. The safe twist-open cap effectively solves the problem that an operator is prone to hurt in the uncapping process of a twist-open cap in the prior art, the safety of the twist-open cap in the uncapping process is greatly improved, and the practical value is high.

The invention provides a cross-domain language model training method and device, electronic equipment and a storage medium. The method comprises the steps of obtaining corpus training sets of multipledomains; training a plurality of language models based on the corpus training sets of the plurality of fields to obtain respective outputs of the plurality of language models, the plurality of language models being in one-to-one correspondence with the corpus training sets of the plurality of fields; and according to respective outputs of the plurality of language models and preset interpolationcoefficients of the plurality of language models, interpolating the plurality of language models to obtain a cross-domain language model. According to the cross-domain language model training method provided by the invention, language models in multiple domains are mixed into one model through a language model mixing method based on linear interpolation, so that the cross-domain vulnerability of the language model is effectively solved, the performance index of the language model is improved, and the confusion degree of the language model is reduced.

The invention provides a sealant material, a manufacturing method of the sealant material, a display panel and a manufacturing method of the display panel and belongs to the technical field of display. The problem that poor display is caused due to damage of the sealant in the conventional display panel can be at least partially solved. The sealant material disclosed by the invention comprises a sealant body material, wherein a micro shell coated repair agent monomer and a catalyst capable of enabling the repair agent monomer to polymerize are distributed in the sealant body material.

The embodiment of the invention provides an intelligent household electrical appliance configuration network access method, device and system, and the method comprises the steps that an intelligent household electrical appliance of a first side enters a configuration network access mode, builds a connection with an application of a second side, and encrypts the information of the first side and the information of the second side to obtain first encryption information; the intelligent household electrical appliance of the first party forwards the first encrypted information to the cloud platform of the first party through the application of the second party and the cloud platform of the second party; the intelligent household electrical appliance of the first party receives second encryption information forwarded by the cloud platform of the second party and the application of the second party from the cloud platform of the first party; and the intelligent household electrical applianceof the first party determines whether to perform configuration network access with the application of the second party according to the check result. According to the invention, the problem that thehousehold electrical appliance is easy to be attacked when being configured to access the wireless local area network in the intelligent household electrical appliance interconnection and intercommunication technology is solved, and the effect of ensuring the security of the household electrical appliance and the household electrical appliance manufacturer cloud platform in the network configuration process is achieved.