891results about How to "Avoid getting" patented technology

The invention belongs to the technical field of artificial intelligence, and relates to a combined deep learning training method based on a privacy protection technology. The efficient combined deep learning training method based on the privacy protection technology is achieved. In the invention, each participant first trains a local model on a private data set to obtain a local gradient, then performs Laplace noise disturbance on the local gradient, encrypts the local gradient and sends the encrypted local gradient to a cloud server; The cloud server performs aggregation operation on all thereceived local gradients and the ciphertext parameters of the last round, and broadcasts the generated ciphertext parameters; And finally, the participant decrypts the received ciphertext parameters and updates the local model so as to carry out subsequent training. According to the method, a homomorphic encryption scheme and a differential privacy technology are combined, a safe and efficient deep learning training method is provided, the accuracy of a training model is guaranteed, and meanwhile a server is prevented from inferring model parameters, training data privacy and internal attacksto obtain private information.

The invention provides an image shooting method and device. The method comprises the following steps: selecting an image shooting template according to a user instruction; acquiring posture features of a shooting object in a capturing picture; comparing the posture features of the shooting object in the capturing picture with the posture features of the shooting object in the image shooting template to obtain posture similarity; shooting as the posture similarity reaches a preset threshold. According to the technical scheme, the image shooting method and device are able to help a user shoot a picture in which the posture is the same as that of the image shooting template and has higher similarity.

The invention discloses a mobile terminal and a method for obtaining the position information of the mobile terminal. The method for obtaining the position information of the mobile terminal comprises the following steps that a satellite positioning module of the mobile terminal is turned on and then turned off after the current position information of the mobile terminal is obtained, and the current position information is used as initial position information; the movement information of the mobile terminal is collected by a sensor module of the mobile terminal, and the displacement variation of the mobile terminal is calculated in accordance with the movement information; and the actual position information of the mobile terminal is obtained in accordance with the initial position information and the displacement variation of the mobile terminal. By using the mobile terminal and the method for obtaining the position information of the mobile terminal, the power consumption of the satellite positioning module can be reduced.

The invention discloses an intelligent monitoring system for elevator safe operation based on IOT (Internet of Things) technology. The intelligent monitoring system is mainly designed for government regulation departments, maintenance units, manufacturers, property management companies and the like, and provides the above with a set of intelligent, platform-based total management system which supports wireless access and remote access, so that safe operation, management, maintenance and detection of an elevator can be more effectively realized. While daily needs are met, monitoring on the elevator is more normalized, institutionalized and scientized, so that elevator accidents are further reduced, and speed and quality for solving problems after an accident occurs are improved; by utilizing information for driving, the informatization management level of the intelligent monitoring system is improved through advanced and applicable technology and exploitation and construction pattern innovation by comprehensively utilizing information science and technology as well as decision making and management methods, and an emergency response system of elevator safety is favorably established.

The invention discloses an application login method and system, a terminal and electronic equipment, and belongs to the technical field of information security. The method comprises the following steps of: when a first application in a terminal acquires authorization confirmation that a user permits to use user identity information of the first application to log in a second application, sending an authentication request of authentication encryption information carrying the identification information of the second application to an authentication server; when it is determined that the second application is legal according to an authentication result returned by the authentication server, obtaining the access token from the business server of the first application and sending the obtained access token to the second application, so that the second application can obtain the business data of the user from the business server by utilizing the access token, and meanwhile, the user is allowed to use the business data when carrying out the business of the second application. The data is transmitted in an encryption mode, information is prevented from being stolen in the transmission process, and therefore the safety of the data recorded on the service server by a user is guaranteed.

The invention discloses a network hiding method for a computer and a network hiding system based on the method. In the network hiding method, a passive processing strategy and an active processing strategy are adopted. The active processing strategy comprises the following steps of S1, when a detection behavior is ongoing according to judgment, replying false information to confuse a detector and increase the attacking difficulty; S2, faking false data traffic and a real host network behavior, and disturbing a sniffing behavior; and S3, dynamically and randomly jumping to hide a real host by taking the IP (Internet Protocol) address of the real host as a jumping element. In the network hiding system, four layers of network hiding models, including an access behavior control module, a dynamic multi-address module, a traffic confusing module and a protocol stack fingerprint confusing module are adopted. Due to the adoption of the method and system, unknown security problems can be blocked in advance, the occurrence of malicious network behaviors is blocked at a source, and advance protection is truly realized; due to the hiding characteristic, the aim of nipping in the bud can be fulfilled in the system; and the computer security is well ensured.

The invention relates to the voice detection field, especially to a multi-precision-fitting-based automatic detection method for a copied sample voice. The method comprises: S1, a voice feature base is established; S2, a target speaker identification model is trained; S3, a sample copied voice detection model is trained; S4, speaker identification is carried out; and S5, sample copied voice detection. According to the automatic detection method, a phenomenon that a fake user obtains a copied sample voice for a vocal print identification system training model and then tries to invoke a server side interface directly instead of carrying out voice testing collection so as to submit the copied sample voice to the server side of the vocal print identification system directly for intrusion can be avoided; and thus security of the vocal print identification system can be improved.

The invention discloses a privacy protection method and system based on federated learning, and a storage medium, and the method comprises the steps: carrying out the encryption of a global model through employing a parameter encryption algorithm, and obtaining a ciphertext model; training on the ciphertext model by using local data, decrypting the obtained ciphertext gradient information and noise item to obtain a parameter gradient, updating the global model by using the parameter gradient, and repeating the steps until the model converges or reaches a specified iteration number to obtain amodel parameter; encrypting the model parameters to obtain encrypted model parameters, and updating the global model by adopting the encrypted model parameters to obtain a global encrypted model; andperforming local training on the encrypted global model to realize privacy protection. According to the method, semi-trusted federated learning participants can be effectively prevented from acquiringreal parameters of the global model and an output result of the intermediate model, and meanwhile, the participants can acquire a real prediction result by utilizing the finally trained encryption model.

The invention discloses a method for preparing GAMMA-valerolactone from levulinic acid and formic acid, which is characterized in that the levulinic acid is in situ reduced at 100-200 DEG C in the presence of ruthenium catalyst and formic acid contained in a system as reducer, and distillation is carried out to obtain mixture containing the product GAMMA valerolactone and used catalyst; and mother liquor containing the used catalyst and raw material are mixed to realize circulation of the catalyst, thereby greatly improving environmental friendliness. The method avoids the energy source consumption during valerolactone purification process, avoids hydrogen source acquired from the system exterior, and improves the economy and security of a production system, with the advantages of simple operation process. The formic acid is decomposed to generate large amount of carbon dioxide besides hydrogen, which is convenient for collection and utilization.

The invention discloses a same-account incredible terminal login method and system based on a credible terminal. The method includes the steps that firstly, an incredible terminal generates session identification through a first encryption key, a server encrypts the session identification and generates a token, the token is sent to the credible terminal, the incredible terminal acquires the token through the credible terminal and sends the token and the initially-generated session identification back to the server to be checked, and after check is successful, a user can log in through the incredible terminal. Due to the fact that when logging in through the incredible terminal, the user does not need to input both a user name and a password and can successfully log in only through the user name, malicious users are effectively prevented from acquiring integral account information through the incredible terminal, and safety performance of login of accounts on the incredible terminal is improved.

The invention discloses an information provision method and an information provision system for a social network. The method comprises the following steps of: acquiring the social behavior information of a first user and a second user in a real world, wherein social behaviors comprise meeting, traveling together or passing-by; and suggesting social network related information to the first user and/or the second user by combining the social behavior information in the real world. By the method and the system, virtual social contact and social contact in the real world can be well fused, the user can be prevented from obtaining a great amount of invalid information, and the waste of system resources of a mobile communication terminal also can be avoided.

The invention discloses a method for secure storage of data and electronic equipment. The method comprises steps as follows: a first credible execution environment authenticates a first application successfully, receives a storage instruction of the first application for first data and analyzes the storage instruction, and the storage instruction represents to perform write operation on the first data on the basis of a second credible execution environment; the second credible execution environment authenticates the first credible execution environment successfully and receives the storage instruction; the second credible execution environment is a second operation system; the second credible execution environment responds to the storage instruction and writes the first data in a storage device corresponding to the second credible execution environment in a preset encryption mode, and the first data written in the storage device in the preset encryption mode are invisible to an upper-layer application of a first operation system.

The invention provides a method and a system for accessing to network; wherein the method for accessing to network comprises: if a terminal UE activates ISR, when the bearer is changed in a fist RAT, 'ISR Synch' demand is set; when a second RAT node is accessed to, the position update with 'ISR Synch' update type is initiated, wherein the first RAT and the second RAT are different. If the UE fails to activate ISR or the UE does not have 'ISR Synch' demand, when the UE initiates position update and is accessed to the RAT node, the update type is 'Normal Update'. If the UE activates ISR, when the bearer is changed in the fist RAT, the signaling in the idle state is set and synchronous 'ISR Synch' demand is reduced; when the UE initiates position update and is accessed to the same RAT node with the first RAT, the update type is 'Normal Update'.

The invention discloses an auxiliary driving vehicle gateway for multi-CPU hard isolation of intelligent interconnection. The auxiliary driving vehicle gateway comprises a vehicle security communication system and a vehicle information analysis and control system, wherein the vehicle security communication system comprises a vehicle gateway double-wireless network card structure composed of an inter-vehicle wireless communication module and a vehicle domain wireless communication module, and a vehicle owner mobile terminal, and the vehicle security communication system carries out CPU control by an I.MX6Q processor; and the vehicle information analysis and control system carries out CPU control by an Exynos4412 processor, and comprises a driving route identification module, a driving behavior analysis module, a vehicle information collection module and an intelligent vehicle controller. The auxiliary driving vehicle gateway disclosed by the invention can realize the communication security of the vehicle gateway, realize driving security by driver fatigue state analysis based on Opencv face recognition and driving route recognition and analysis, as well as effectively resisting against Sybil attack and other various types of attacks from a hardware level to prevent hackers from invading the vehicle gateway to obtain vehicle information and controlling the vehicle.

The invention provides a method and device for monitoring interface jamming. The method comprises the steps of determining an interface jamming threshold of a to-be-monitored terminal according to a central processing unit of the to-be-monitored terminal and performance indexes of a memory; sending a monitoring message to a message queue corresponding to an interface thread in real time or at regular intervals, and recording sending time, wherein the monitoring message carries a message identifier; sequentially processing messages in the message queue, and when a processing request on the monitoring message is received, recording receiving time; determining whether interface jamming occurs according to the sending time, the receiving time and the interface jamming threshold; when it is determined that the interface jamming occurs, obtaining log information of the to-be-monitored terminal in a jamming time period. In the method and device for monitoring interface jamming, the interface jamming is automatically monitored; when it is monitored that the interface jamming occurs, the log information during the jamming period is obtained so that developers can conveniently analyze reasons for the jamming conveniently, the obtaining of the log information during the jamming period through problem reoccurring is avoided, and plenty of manpower and time are saved.

The invention provides a static analysis method of a smart phone application program. The static analysis method comprises the steps of receiving an uploaded application program sample; scanning an installation package of the application program sample and extracting specified feature information; matching the specified feature information with a feature code database of a cloud server; judging the safety level of the application program if matching is successful; scanning an API of the application program and judging the safety level of the application program if matching is unsuccessful. In addition, the invention further provides a static analysis system of the smart phone application program. According to the static analysis method and system, automatic detecting of the safety level of the application programs of an Android system and an IOS system can be achieved, the detection efficiency is high, and the accurate rate is high.

A bird cage assembly with cleaning sinks that allows a user to clean a bird cage (1) without having to move the bird cage or dirtying the area around the bird cage. The bird cage rests in a lower cleaning sink (2) having a perimeter wall (4) extending upward from a floor (5) that angles downward towards a drain (6) having a drain pipe (7) extending from the drain. A flange (8) extends outward at an upward angle from an upper edge (9) of the perimeter wall and acts as a gutter to catch debris and water used to clean the bird cage. An upper cleaning sink (17) may be attached to the top of the bird cage to collect debris and water from a perch (18) located above the upper cleaning sink. The upper cleaning sink comprises a perimeter wall extending upward from a floor that angles downward towards a drain having a drain pipe extending downward from the drain. The drain pipe empties into the lower cleaning sink. A removable curtain (26) may be closed around the bird cage, thereby enclosing the entire birdcage to prevent any water from getting on surrounding areas while cleaning the bird cage.

The invention relates to the technical field of the logistics security, and discloses a method for realizing express privacy protection in the logistics process. The method comprises the following steps: performing re-encryptions at different levels on delivery information and privacy information of a user by use of a secret key set from a cloud server when sending and receiving an express, and then managing the secret key set through the cloud server, granting different decryption permissions aiming at different decryption requesters, thereby limiting the decryption permission of a courier in delivering the express, wherein the courier can only use partial secret key from the cloud server to decrypt to acquire the delivery information. Therefore, an illegal person cannot directly acquire the express information since the direct exposure of the express information is avoided, and the condition that the courier uses the position to acquire the privacy information of a customer can be prevented, thereby realizing the safety protection of the express privacy, inhibiting the illegality of dealing the express list, and facilitating the popularization of the real-name system of the express.

A dispensing device for dispensing compressed fluid from a can through a valve stem of the can has a hollow tube with a channel extending through it from an entrance end to an opposing dispensing end, a connector defining a conduit therethrough that is in fluid communication with the channel of the hollow tube and that attaches to a valve stem of a can, a plug located within the channel of the hollow tube that forms a sealing configuration within the channel when pressed towards the dispensing end of the channel, and a sleeve that wraps at least partially around the hollow tube and that has a protrusion that upon activating the sleeve extends through the dispensing end of the hollow tube and prevents the plug from establishing a sealing configuration with the hollow tube.

The invention relates to the communication field, specifically a terminal positioning method and a server. The method comprises that: the server receives the first position of the UE (user equipment) uploaded by a user equipment UE; the server determines a positioning result according to the first position, the positioning result is obtained by comparing the first position to a second position, the second position is obtained through searching the mobile network attached on the UE by the server; the server executes a preset strategy according to the positioning result. The invention can assist to judge whether the position uploaded by the UE is its actual position, the reliability of the position of the UE is learned in advance before providing service to the UE, and the UE is prevented from using fake position to obtain the service of the server.