Patents
Literature
Patsnap Eureka AI that helps you search prior art, draft patents, and assess FTO risks, powered by patent and scientific literature data.

185 results about "Reference patterns" patented technology

Automated identification of serial or sequential data patterns by marker fingerprinting

The Marker Fingerprinting system provides a method for identifying and correlating serial or sequential data patterns across diverse domains such as geological, biological, and financial datasets. This innovation transforms single- or multi-attribute data series into feature matrices, generating unique hash tokens—or fingerprints—that encapsulate specific data patterns. Using advanced signal analysis and spectral transformations, it enables efficient processing and pattern recognition within complex datasets. Fingerprints from reference patterns are matched against target datasets, with quantitative confidence metrics derived from weighted algorithms assessing match accuracy. Iterative data conditioning enhances robustness by addressing noise and inconsistencies, ensuring reliability at scale. The invention improves decision-making by delivering rapid and accurate pattern identification with quantified reliability, making it particularly suited for applications like geological top picking, seismic data analysis, and other fields requiring precise data correlation
Owner:HXMX INC

Kernel-level monitoring for software applications

The systems and methods disclosed herein monitor application (e.g., artificial intelligence (AI) model) operations using interactions between the application and a kernel. The systems and methods disclosed herein intercept, using a kernel interface, one or more function invocations transmitted from the application (e.g., an AI model without model modification). Event record(s) are generated for one or more functions to define process identifiers, resource interaction types, timestamps, and / or resource identifiers. Observed pattern(s) for the application are identified by comparing current event record(s) with previous record(s), and the identified observed pattern(s) are evaluated against reference pattern(s) to generate score(s). Data packet(s) that indicate observed pattern(s), corresponding score(s), and / or cryptographic digital fingerprint(s) of the one or more functions are generated. The data packet(s) are transmitted to distributed ledgers for immutable storage.
Owner:CITIBANK N A

Detecting data anomalies using artificial intelligence

The systems and methods disclosed herein receive a dataset including an observed set of values for a set of variables. The system can use a first set of AI models to identify a set of anomalies in the observed set of values by comparing an observed set of patterns against multiple reference patterns. The system can use a second set of AI models to evaluate the identified anomalies by comparing an observed set of association rules with an expected set of association rules. The system can use a third set of AI models to generate reconfiguration commands to remove the identified anomalies. The reconfiguration commands can be automatically executed to modify the observed association rules to align with the expected association rules.
Owner:CITIBANK N A

Schema relationship discovery

Methods, systems, apparatuses, and computer program products are described. A system may obtain a set of metadata associated with multiple entities of a datastore, the multiple entities including at least two different data types. The system may augment, using a generative artificial intelligence (AI) model, the set of metadata resulting in a set of augmented metadata for the multiple entities of the datastore. The system may generate, using the set of augmented metadata, a set of entity objects for the multiple entities of the datastore and in accordance with a reference schema. The system may identify, using the generative AI model and the set of entity objects as inputs into the generative AI model, first relationships between two or more first entities of the multiple entities of the datastore. Based on the identified relationships and a reference schema relationship model, the system may generate a schema relationship model.
Owner:SALESFORCE INC

Intelligent temperature control system and method for electric tracing band of control box

The invention relates to the technical field of electric heat tracing intelligent temperature control, and discloses a control box electric heat tracing band intelligent temperature control system and method. The method comprises the steps of collecting data of a plurality of temperature sensors in a control box, constructing a temperature sequential sequence, and forming a sequential diagram structure reflecting correlation strength among the sensors by calculating spatial proximity and time correlation. And inputting the sequential graph into a state space model, and dynamically adjusting a state transition matrix of the model according to an edge weight of the graph so as to accurately simulate a heat transfer dynamic process in the box. A state output by the model is separated into a periodic component and a trend component, the periodic component is matched with a reference pattern library to identify an abnormal fluctuation phase, and multi-scale decomposition and slope curvature analysis are performed on the trend component to quantify a change trend. According to the method, dynamic and accurate modeling of the complex thermal environment is realized, the temperature can be controlled more accurately, and abnormity can be warned in advance.
Owner:江苏泽源电力科技有限公司

Detecting data anomalies using artificial intelligence

The systems and methods disclosed herein receive a dataset including an observed set of values for a set of variables. The system can use a first set of AI models to identify a set of anomalies in the observed set of values by comparing an observed set of patterns against multiple reference patterns. The system can use a second set of AI models to evaluate the identified anomalies by comparing an observed set of association rules with an expected set of association rules. The system can use a third set of AI models to generate reconfiguration commands to remove the identified anomalies. The reconfiguration commands can be automatically executed to modify the observed association rules to align with the expected association rules.
Owner:CITIBANK N A

Optical proximity correction method, mask and semiconductor structure forming method

The invention discloses an optical proximity correction method, a mask plate and a semiconductor structure forming method, and the optical proximity correction method comprises the steps: obtaining a reference layout which comprises a plurality of first metal wire patterns, a plurality of second metal wire patterns and a plurality of cutting patterns; a to-be-corrected graph is obtained from the multiple cut-off graphs, the to-be-corrected graph comprises a first to-be-corrected graph and a second to-be-corrected graph, the first to-be-corrected graph and the second to-be-corrected graph are adjacent, and the distance between the first to-be-corrected graph and the second to-be-corrected graph is smaller than a first preset size; determining a target reference pattern corresponding to the to-be-corrected pattern from the plurality of second metal wire patterns; on the basis of the target reference graph, the first to-be-corrected graph and the second to-be-corrected graph are combined and corrected, a combined graph is obtained, the combined graph is formed, and the situation that a mask design rule is violated is avoided.
Owner:SEMICON MFG INT (SHANGHAI) CORP

Line-field OCT System with K Space Calibration

A line-field optical coherence tomography (OCT) system and method provide enhanced imaging accuracy through k-linearization of interference data. The system includes a swept laser source, a line-field sensor, and a single board computer (SBC) with processing capabilities. The system uses a frequency reference to produce a periodic reference pattern, which is detected by a subset of pixels in the line-field sensor. The SBC determines a resampling curve based on the reference pattern to correct non-linearities in the wavelength tuning of the laser. The resampling curve is applied to k-linearize the interference data, enabling the generation of high resolution transform-limited depth profiles through inverse Fourier transform. Methods are disclosed for recalculating the resampling curve periodically, continuously, or adaptively based on a linearity threshold. The system can further update the laser's tuning function dynamically to ensure consistent performance. These advancements enable precise and efficient OCT imaging for applications such as ophthalmology, angiography, and other diagnostic uses.
Owner:KINEOLABS INC

Broken wire detection device for steel wire rope

The invention provides a steel wire rope broken wire detection device, and belongs to the technical field of steel wire rope detection. The multiple detection assemblies are installed in the circular inner cavity of the annular support in the annular array mode, and each detection assembly is connected with the corresponding roller and the corresponding recognition part through the corresponding telescopic piece, so that when the to-be-detected steel wire rope penetrates through the circle center of the circular inner cavity, the to-be-detected steel wire rope is recognized; the roller of each detection assembly abuts against the outer side of the to-be-detected steel wire rope, when the size of the cross section of the to-be-detected steel wire rope is changed due to wire breakage, the change can be transmitted to the telescopic part through the roller, and the recognition part is triggered through the movement of the telescopic part. The recognition part recognizes the stretching or retracting movement of the telescopic piece so as to correspond to the internal wire breakage or external wire breakage condition of the steel wire rope, detection is more comprehensive, data are more accurate, detection directly acts on the steel wire rope, reference styles do not need to be additionally arranged, the detection efficiency and the accuracy of the detection result are improved, and the detection cost is also reduced.
Owner:NINGBO KAITE MACHINERY

Mask and overlay error measurement method

The invention provides a mask and an overlay error measurement method, and relates to the technical field of detection. The mask plate comprises a test pattern structure arranged in the middle area of the mask plate, the test pattern structure is used for forming an overlay mark on a wafer, and the test pattern structure comprises a first overlay pattern group, a first reference pattern group, a second overlay pattern group and a second reference pattern group which are sequentially arranged in the circumferential direction of a rotation center, the first reference pattern group and the second reference pattern group are of a central symmetry structure, and marks, mapped on the wafer, of the first overlay pattern group and the second overlay pattern group are arranged in a mutually offset mode and do not coincide with the marks, mapped on the wafer, of the first reference pattern group and the second reference pattern group. According to the invention, a plurality of different pattern groups are integrated on a single mask plate at the same time, and three overlay layer marks can be directly formed in the quadrant region corresponding to the wafer, so that more effective overlay mark image information is obtained, and the detection precision of the overlay error is improved.
Owner:SHENZHEN WENDING CORE POLYMER TECH CO LTD

Ink-jet printing calibration method, ink-jet printing equipment, storage medium and program product

The invention discloses an ink-jet printing calibration method, ink-jet printing equipment, a storage medium and a program product, and relates to the technical field of ink-jet printing.The ink-jet printing calibration method comprises the steps that a first nozzle module is controlled to print a double-head reference pattern on a printing medium; the printing medium is controlled to move by a first stepping distance, and the first spray head module is controlled to print a stepping reference pattern on the printing medium; after the printing module is aligned with the printed image, the first spray head module and the second spray head module are controlled to perform ink-jet printing at least including a bidirectional reference pattern, a double-head comparison pattern and a stepping comparison pattern on the printing medium in the first printing direction; the first spray head module and the second spray head module are controlled to perform ink-jet printing on the two-way comparison pattern on the printing medium in the second printing direction opposite to the first printing direction; and performing image acquisition on the printing medium to obtain an overall calibration image for calibration. The technical problem that the calibration efficiency of existing ink-jet printing equipment is low is solved.
Owner:SHENZHEN MAKER WORKS TECH CO LTD

Infrared detector reading circuit repairing method

The invention provides an infrared detector readout circuit repairing method, and relates to the technical field of silicon readout circuit repairing, and the method comprises the steps: screening chips with abnormal electrical properties from processed circuit chips, and determining the relative coordinates of a problem line and a nearest bonding pad according to the fault type; under an FIB-SEM double-beam scanning electron microscope, the sample table is moved to reach the relative coordinates, and a reference pattern with the depth shallower than the thickness of the metal layer is formed through etching with the relative coordinates as the center; measuring a problem line operation point coordinate by taking the reference graphic feature point as a zero point; performing etching exposure on the coordinate area of the operation point by using an FIB-SEM double-beam scanning electron microscope; and carrying out line repairing operation. The problems that the reference point distance is long and the positioning deviation is large are effectively solved, and accurate positioning of a small-feature-size circuit needing to be operated in the infrared detector reading circuit repairing process is achieved.
Owner:11TH RES INST OF CHINA ELECTRONICS TECH GROUP CORP

Pattern representation recall method, memory branch network training method and device

The present disclosure provides a mode representation recall method and a memory branch network training method and device, relates to the technical field of large models, and in particular relates to the technical field of artificial intelligence such as natural language processing, and the method comprises the following steps: obtaining a target memory branch network of a large model, and obtaining an associated latent feature representation of an input token sequence in an input text of the large model through the target memory branch network; obtaining a reference mode representation set of the large model; based on the associated latent feature representation and the reference mode representation set, performing recall of a mode representation corresponding to the input token sequence to obtain a target mode representation of the input token sequence.
Owner:BEIJING BAIDU NETCOM SCI & TECH CO LTD

Target Acquisition and Ranging System (TARS-ACC-MM1)

1. The name of the design product: TARS-ACC-MM1. 2. The use of the design product: TARS-ACC-MM1 is a calibration board used for computer vision and medical procedure auxiliary positioning. It is mainly applied in the calibration of oral implant navigation systems, AR glasses, surgical medical instruments, and oral surgery simulation training and teaching systems. By providing accurate visual reference patterns, it is used for camera system calibration to improve image processing accuracy and stability. 3. The design points of the design product: The combination of shape and pattern. 4. The picture or photo that best indicates the design points: perspective view.
Owner:FANGTIAN MEDICAL INNOVATION (CHENGDU) TECH CO LTD

Optical module and three-dimensional scanner having the same mounted thereon, as well as method for adjusting three-dimensional scanner

To prevent a reduction in measurement accuracy in a three-dimensional scanner.SOLUTION: An optical module is used for a three-dimensional scanner that acquires three-dimensional shape information of an object with light from a light source by using a focusing method, and comprises a sensor, a beam splitter, a pattern plate, a housing, and a shim. The sensor detects the light from the light source reflected on the object, and the beam splitter splits the light into an optical path reaching the object from the light source and an optical path reaching the sensor from the object. The pattern plate is arranged between the light source and the beam splitter and configured to project a reference pattern on the sensor with the light from the light source. The sensor, the beam splitter, and the pattern plate are arranged in the housing. The shim adjusts the distance between the pattern plate and the beam splitter. The housing has a recess for arranging the pattern plate. The pattern plate is rotatably supported in the recess within a predetermined angle range around an optical axis of the light from the light source.SELECTED DRAWING: Figure 3
Owner:J MORITA MANUFACTURING CORP

Self-training convergence detection

A self-detection circuit is used in a self-adaptation circuit to detect the convergence of the self-adaptation process and / or for self-adapting of the training circuit parameters. The self-detection circuit includes a decision history circuit to track the history of the training decisions made by the self-adaptation circuit and determine a pattern for a number of decisions, which is compared with reference patterns by a pattern recognition circuit. The reference patterns correspond to decision patterns when a self-training process has concluded or when the adapted parameters have reached target values. Based on the comparison result of the pattern recognition circuit, the progress of the self-training / self-adaptation process is determined and corresponding actions are performed (e.g., ending the self-training process, increase / decrease the training circuit parameters). The self-detection circuit enables time and power efficient self-training processes and on-the-fly adjustments (e.g., real-time adjustment, unexpected adjustment) to the training circuit parameters.
Owner:MICRON TECHNOLOGY INC

Optical measurement system and measurement method thereof

The invention relates to the technical field of optical measurement, in particular to an optical measurement system and a measurement method thereof.The optical measurement system comprises a light source, a projection assembly, an imaging assembly and a receiving assembly, the projection assembly modulates light beams emitted by the light source through an optical mask, generates detection light carrying geometric patterns and projects the detection light to the surface of a sample to be measured; the detection light forms return light comprising reflected light and diffracted light on the surface of the to-be-detected sample, and the diffracted light is formed by diffraction of the detection light through a physical structure on the surface of the to-be-detected sample; the imaging assembly generates signal light carrying moire fringe information and diffracted light information by superposing the return light through a reference pattern structure; the receiving assembly comprises a filtering structure and a receiving module, diffraction light of the signal light is filtered out through the filtering structure to form target signal light, and the receiving module obtains defocus data based on the target signal light. According to the invention, diffracted light in signal light can be effectively filtered out, optical interference is avoided, and the accuracy of automatic focusing is improved.
Owner:FEICESIKAIPU (SHANGHAI) SEMICONDUCTOR TECHNOLOGY CO LTD

Method for compliance check of haptic files, streams and haptic decoders

Methods, apparatuses, and systems for haptic signal processing are provided. In one embodiment, a process includes receiving a media stream including data in one of a haptic exchange format and a haptic streaming format; under the condition that the data adopts the tactile exchange format, obtaining a mode of an input document of the media stream, semanteme of the input document, verifying the mode by contrasting a reference mode and verifying the semanteme by contrasting a rule table; where the data is in a haptic streaming format: decoding a code stream from at least a portion of the media stream, and identifying at least one of a syntax and a condition of the code stream; and controlling decoding of the media stream based on any of the verification features.
Owner:TENCENT AMERICA LLC

Thermal compensation intelligent control method and system for mask plate A0I detection platform

The invention is suitable for the technical field of mask plate automatic detection, and provides a thermal compensation intelligent control method and system for a mask plate A0I detection platform, and the method comprises the steps: carrying out the scanning detection of a mask plate, carrying out the interval collection of a reference pattern on the mask plate in the scanning detection process, solving to obtain a drift compensation parameter, and carrying out the calculation of the drift compensation parameter. And triggering interruption calibration when the detection confidence is lower than a critical threshold. The method has the advantages that thermal drift can be inhibited without changing the thermal state or structure of the detection equipment, a high-standard constant-temperature chamber does not need to be constructed, and the cost can be remarkably reduced; in a current thermal state, a drift compensation parameter in coordinate mapping is re-estimated by expanding reference observation, so that geometric errors caused by thermal drift are corrected in a detection result or a detection process which may cause problems is interrupted in time, and the detection precision is maintained without depending on a constant-temperature environment.
Owner:SHENZHEN CHUANGSHI MICRO-TERMINAL INTELLIGENCE CO LTD

Data reduction systems and methods for reducing data communicated with and / or stored in implantable medical devices

PCT designated stageWO2026128255A1ElectrotherapyReference patternsTesting Methods
A method of conducting operations for an IPG adapted to provide electrical pulses to tissue of a patient for medical therapy is provided. The IPG provides the medical therapy according to pulse parameter data executed according to an execution path. The method can include identifying a root node repeated within the execution path of a first set of the pulse parameter data, identifying a stimulation pulse pattern repeated in the first set between occurrences of the root node, replacing the repeated pattern with (a) a single instance and a recurrence count or (b) a pointer to a reference pattern to generate a second set of the pulse parameter data, and communicating the second set between the external controller and the IPG and / or storing the second set within a memory of the IPG.
Owner:ADVANCED NEUROMODULATION SYSTEMS INC

Photomask defect correction method

The invention belongs to the technical field of semiconductor manufacturing, and provides a photomask defect correction method which comprises the following steps: acquiring the position of a defect; obtaining a target graph corresponding to the defect and a first distance between the target graph and the defect; acquiring a defect graph and a corresponding reference graph; when the first distance is greater than the window size of the repairing machine, sequentially forming a plurality of first intermediate patterns between a target pattern in the reference patterns and the defect contrast pattern; sequentially forming a plurality of second intermediate patterns between the target pattern and the defect in the defect pattern; obtaining a to-be-repaired pattern from the defect pattern according to the second intermediate pattern, and correcting the to-be-repaired pattern; and removing the first intermediate pattern and the second intermediate pattern. According to the method, the defect contrast pattern is accurately positioned by utilizing the first middle pattern, and the defect is accurately positioned by utilizing the second middle pattern, so that the repairing machine can carry out defect correction across a long distance, the size limit of a machine window in the defect correction process is broken through, and the reject ratio of products is reduced.
Owner:青岛方益技术有限公司

Centering calibration device

The utility model provides a centering calibration device which is used for a single crystal furnace, the single crystal furnace comprises a crucible and a crystal rope vertically arranged above the crucible, and the centering calibration device is used for enabling the axis of the crystal rope and the axis of the crucible to be collinear; the centering calibration device comprises a heavy hammer, the heavy hammer is connected to the bottom end of the crystal rope in the vertical direction, and the bottom of the heavy hammer is provided with a centering conical tip; the center point of the centering compass is located on the axis extension line of the crucible, and the center point of the centering compass is located below the heavy hammer in the vertical direction; the adjusting structure comprises a plurality of adjusting components, one end of each adjusting component is an operation supply end, and the other end of each adjusting component can adjust the position of the crystal rope in the preset direction under the operation of the operation supply end; wherein a plurality of reference patterns are distributed on the surface of the centering compass along the circumferential direction, and the position of one adjusting component corresponds to the position of one reference pattern. According to the centering calibration device provided by the invention, the adjustment time can be saved, and the centering calibration efficiency can be improved.
Owner:XIAN ESWIN MATERIAL TECHNOLOGY CO LTD +1

Clipping influence verification method for engineering mode network

The invention discloses a clipping influence verification method for an engineering mode network, and relates to the technical field of water conservancy projects. According to the method, a reference mode network and a plurality of cutting networks with different scales are constructed, and the influence of cutting on a target function value is analyzed, so that the change relation of the target function value along with the water flow mode network scale is detected. The method specifically comprises the following steps: generating a reference mode network, generating a plurality of cutting nets of different scales based on the reference mode network, solving a stochastic programming model corresponding to each cutting net, substituting the solutions of the cutting nets into an equivalent model of the reference mode network, and calculating the total expected generating capacity, thereby verifying the influence of cutting on a target function value. The method can effectively evaluate the influence of the water flow pattern net cutting on the target function value, and provides a scientific basis for the optimization design of a water conservancy project.
Owner:HUAIBEI KAIWO MECHANICAL & ELECTRICAL ENGINEERING CO LTD

A structured light emission module and a self-calibration method, device and medium thereof

PendingCN122449499AEngineeringSpeckle pattern
The application discloses a structured light emission module and a self-calibration method and device thereof and a medium, relates to the technical field of optical three-dimensional perception, and is applied to a preset integrated structured light emission module, and comprises the following steps: synchronously turning on working light sources and calibration light sources in a VCSEL array under current working parameters; wherein the working light sources are projected to a working area of a metasurface diffractive optical element after being collimated by a preset collimating optical system, so as to generate a working speckle pattern for three-dimensional detection; the calibration light sources are projected to a calibration area of the metasurface diffractive optical element after being collimated by the preset collimating optical system, so as to generate a preset reference pattern; an actual reference pattern generated by the calibration area is collected by using an embedded detector, the actual reference pattern is compared with the preset reference pattern, and a pattern deviation is obtained; a temperature drift compensation amount is calculated based on the pattern deviation and module temperature data collected by a temperature sensor; and the current working parameters of the VCSEL array are adjusted according to the temperature drift compensation amount.
Owner:PENG CHENG LAB

Optical proximity correction method and system, mask, apparatus, and storage medium

An optical proximity correction method and system, a mask, a device and a storage medium, the optical proximity correction method comprising: providing a design pattern; along the contour of the design pattern, obtaining a step edge as a broken line edge, the broken line edge being alternately composed of a plurality of first line segments extending along the extension direction of the broken line edge, and second line segments connecting adjacent first line segments; performing step elimination processing on the broken line edge of the design pattern, replacing the broken line edge with a straight line type reference edge with the same extension direction as the first line segment, and enclosing a reference pattern corresponding to the design pattern; setting a plurality of initial evaluation points on the reference edge; mapping the plurality of initial evaluation points to the broken line edge along a direction perpendicular to the reference edge to form evaluation points located on the broken line edge; performing optical proximity correction processing on the design pattern until the edge placement error at the evaluation points meets a preset condition to form a corrected pattern. The present application improves the accuracy of optical proximity correction.
Owner:SEMICON MFG INT (SHANGHAI) CORP +1

Health condition evaluation based on temporal analysis of dietary habits

Evaluation of a health condition includes obtaining a correlation between dietary habits and health issues of a plurality of reference users. The correlation is determined based on reference patterns. Each of the reference patterns indicates temporal characteristics of at least one dietary habit and at least one health issue of a reference user of the plurality of reference users. A target pattern of a target user is determined at least in part based on a profile for the target user. The target pattern at least indicates temporal characteristics of at least one dietary habit of the target user. An evaluation of a health condition of the target user is generated based on the target pattern and the correlation.
Owner:INTERNATIONAL BUSINESS MACHINE CORPORATION

Multi-birth chip, wafer and wafer cutting method

The invention discloses a multi-birth chip, a wafer and a wafer cutting method, and is applied to the technical field of chip preparation. A plurality of functional areas located on the surface of one side of the substrate; the functional areas are separated by non-functional areas, and reference patterns are arranged in the non-functional areas; the reference patterns are used for identifying the test units and generating an electronic Map when the chip is subjected to an electrical test, so that the contour line of the multiple-birth chip corresponds to the test units in the electronic Map, and the reference patterns which can be identified in the wafer correspond to the test units in the electronic Map one by one. The reference patterns are arranged in the multiple-birth chip, and the recognizable reference patterns in the wafer are in one-to-one correspondence with the test units in the electronic Map, so that the multiple-birth chip can be recognized based on the reference patterns in one-to-one correspondence during cutting recognition, the fixation of the cutting position of the multiple-birth chip is ensured, and the cutting accuracy of the multiple-birth chip is improved. And the chip layout after cutting is matched with the electronic Map, so that the product yield is ensured.
Owner:DIODES TECH CHENGDU +2

Stereoscopic scanning device

The invention provides three-dimensional scanning equipment which is used for detecting the surface profile of an object. The stereoscopic scanning equipment comprises an illumination light source, a first aperture, a reference pattern generating piece and a light receiver. The illumination light source is used for outputting illumination light. The reference pattern generator generates a reference pattern using the illumination light and projects the reference pattern to the object via the first aperture. The light receiver receives a detection pattern from the object to obtain a surface profile by using a difference between the reference pattern and the detection pattern. The first aperture is provided with two opposite first side edges and two opposite second side edges, and the first length of one of the two first side edges is larger than the second length of one of the two second side edges.
Owner:QISDA OPTRONICS (SUZHOU) CO LTD +1

system

We provide the system. [Solution] A means for collecting data from multiple terminals within a distributed network in order to detect abnormal patterns in real time, A data analysis means for generating normal activity patterns and creating a reference pattern based on the aforementioned data, A threat prediction method using generative AI that detects anomalies that deviate from the aforementioned standard pattern and predicts future attack patterns, An automated response means that automatically generates and executes countermeasures in response to anomalies detected by the threat prediction means, Alert sending means for notifying the administrator of the results of the response by the automated response means. A system that includes this.
Owner:SOFTBANK GROUP CORP