公开(公告)号：US11461457B2

公开(公告)日：2022-10-04

申请号：US16367960

申请日：2019-03-28

Applicant: Accenture Global Solutions Limited

Inventor： Anurag Dwarakanath ,  Vikrant S. Kaulgud ,  Sanjay Podder ,  Adam Patten Burden

IPC: G06F21/44 ,  G06K9/62 ,  G06N5/04 ,  G06N20/20

Abstract: A device receives a machine learning model, model data associated with the machine learning model, and identifier generation data. The identifier generation data includes data utilized to generate identifier pairs that may be used to authenticate the machine learning model. The device selects an identifier model, for generating the identifier pairs, based on the machine learning model, the model data, and the identifier generation data. The device processes the machine learning model, the model data, and the identifier generation data, with the selected identifier model, to generate the identifier pairs and identifier pair data. The device stores the identifier pairs and the identifier pair data in one or more data structures, and utilizes the identifier pairs to identify and provide authentication for the machine learning model.

公开(公告)号：US11102006B2

公开(公告)日：2021-08-24

申请号：US16258178

申请日：2019-01-25

Applicant: ACCENTURE GLOBAL SOLUTIONS LIMITED

Inventor： Nikhil Chandrakant Khedkar ,  Neville Dubash ,  Sanjay Podder ,  Prashant Sahadev Sawant

IPC: H04L9/32 ,  H04L9/06 ,  H04W4/14

Abstract: In some examples, Blockchain intelligent security implementation may include determining whether a Blockchain transaction has been initiated, generating, based on a determination that the Blockchain transaction has been initiated, a password, and storing the generated password. The stored password may be forwarded to a user associated with the Blockchain transaction. A further password may be received from the user associated with the Blockchain transaction, and validated, based on comparison of the stored password to the further password. Based on the validation of the further password, the Blockchain transaction may be processed.

公开(公告)号：US20210224588A1

公开(公告)日：2021-07-22

申请号：US17152524

申请日：2021-01-19

Applicant: ACCENTURE GLOBAL SOLUTIONS LIMITED

Inventor： Samarth SIKAND ,  Venkatesh Subramanian ,  Neville Dubash ,  Sanjay Podder

IPC: G06K9/62 ,  G06Q10/10 ,  G06F16/9035

Abstract: In some examples, recruitment process graph based unsupervised anomaly detection may include obtaining log data associated with a recruitment process for a plurality of candidates, and generating knowledge graphs and graph embeddings. The graph embeddings may be trained to include a plurality of properties such that graph embeddings of genuine candidate hires and fraudulent candidate hires are appropriately spaced in a vector space. The trained graph embeddings may be clustered to generate a plurality of embedding clusters that include a genuine candidate cluster, and a fraudulent candidate cluster. For a new candidate graph embedding for a new candidate, a determination may be made as to whether the new candidate graph embedding belongs to the genuine candidate cluster, to the fraudulent candidate cluster, or to an anomalous cluster, and instructions may be generated to respectively retain or suspend the new candidate.

公开(公告)号：US11062142B2

公开(公告)日：2021-07-13

申请号：US16020566

申请日：2018-06-27

Applicant: ACCENTURE GLOBAL SOLUTIONS LIMITED

Inventor： Janardan Misra ,  Sanjay Podder ,  Divya Rawat ,  Bhaskar Ghosh ,  Neville Dubash

IPC: G06F7/00 ,  G06K9/00 ,  G06N3/00 ,  G06F16/36 ,  G06F16/9032 ,  G06K9/72 ,  G06N5/02 ,  G06F40/30 ,  G06F40/56 ,  G06F40/216 ,  B25J9/16 ,  G06N5/04 ,  G06N20/00

Abstract: In some examples, natural language unification based robotic agent control may include ascertaining, by a robotic agent, an image of an object or an environment, and ascertaining a plurality of natural language insights for the image. A semantic relatedness may be determined between each insight of the plurality of insights, and a semantic relatedness graph may be generated for the plurality of insights. For each insight of the plurality of insights, at least one central concept may be identified. Based on the semantic relatedness graph and the identified at least one central concept, the plurality of insights may be clustered to generate at least one insights cluster. For insights included in the least one insights cluster, a unified insight may be generated. Further, an operation associated with the robotic agent, the object, or the environment may be controlled by the robotic agent and based on the unified insight.

公开(公告)号：US11043040B2

公开(公告)日：2021-06-22

申请号：US16878386

申请日：2020-05-19

Applicant: ACCENTURE GLOBAL SOLUTIONS LIMITED

Inventor： Rohit Mehra ,  Vibhu Saujanya Sharma ,  Vikrant Kaulgud ,  Sanjay Podder ,  Adam Patten Burden

IPC: G06F17/00 ,  G06T19/00 ,  G06F40/20 ,  G06F3/01 ,  G06T19/20 ,  G06Q50/00

Abstract: In some examples, extended reality based positive affect implementation for product development may include determining, for a user wearing or utilizing a device, characteristics and an environment of the user. Based on the characteristics and the environment of the user, a plurality of augmentation elements may be determined. A recommendation of a plurality of augmentation elements from the determined plurality of augmentation elements may be generated. Based on selection of an augmentation element from the recommended plurality of augmentation elements, the augmentation element may be rendered in an extended environment and/or an immediate environment of the user. Interaction of the user may be controlled with the rendered augmentation element. Feedback of the user may be analyzed with respect to the rendered augmentation element.

公开(公告)号：US20210064938A1

公开(公告)日：2021-03-04

申请号：US16557385

申请日：2019-08-30

Applicant: Accenture Global Solutions Limited

Inventor： Manish Ahuja ,  Samarth Sikand ,  Anurag Dwarakanath ,  Sanjay Podder

IPC: G06K9/62 ,  G06N20/00 ,  G06K9/46

Abstract: Systems, apparatuses, and methods are directed towards identifying that an adversarial patch image includes a plurality of pixels. The systems, apparatuses, and methods include dividing the adversarial patch image into a plurality of blocks, that each include a different group of the pixels in which the pixels are contiguous to each other, and assigning a first plurality of colors to the plurality of blocks to assign only one of the first plurality of colors to each pixel of one of the plurality of blocks.

公开(公告)号：US10901709B2

公开(公告)日：2021-01-26

申请号：US16232867

申请日：2018-12-26

Applicant: ACCENTURE GLOBAL SOLUTIONS LIMITED

Inventor： Vibhu Saujanya Sharma ,  Sanjay Podder ,  Kapil Singi

IPC: G06F8/41 ,  G06F16/901 ,  G06F9/50 ,  G06F8/75 ,  G06F16/28 ,  G06F8/20

Abstract: According to an example, partitioning based migration of systems to container and micro-service based-platforms may include determining, based on an analysis of source code for an application that is to be partitioned, an entity model corresponding to the application, identifying resources associated with the application, and determining a mapping of the identified resources to entities of the entity model. Further, partitioning based migration of systems to container and micro-service based-platforms may include identifying dependencies for each of the mapped resources, generating dependency and control flow metrics for the application, generating affinity values between the mapped resources, generating a resource affinity graph, determining an affinity score between each of the mapped resources, and generating resource clusters that correspond to partitions of the application.

公开(公告)号：US10762161B2

公开(公告)日：2020-09-01

申请号：US15824305

申请日：2017-11-28

Applicant: Accenture Global Solutions Limited

Inventor： Srikanth G. Rao ,  Roshni Ramesh Ramnani ,  Tarun Singhal ,  Shubhashis Sengupta ,  Tirupal Rao Ravilla ,  Dongay Choudary Nuvvula ,  Soumya Chandran ,  Sumitraj Ganapat Patil ,  Rakesh Thimmaiah ,  Sanjay Podder ,  Surya Kumar IVG ,  Ranjana Bhalchandra Narawane

IPC: G06F16/30 ,  G06F16/957 ,  G06F16/31 ,  G06F16/78 ,  G06F16/435 ,  G06F16/34 ,  G06F40/30 ,  G06F3/0482

Abstract: Methods and systems including computer programs encoded on a computer storage medium, for interactive content recommendation. In one aspect, a method includes receiving a request for content by a user, determining a user intent based on the received request, providing to the user a first attribute responsive to the user intent, receiving a first attribute value responsive to the first attribute, providing a second attribute, and receiving a second attribute value responsive to the second attribute. A particular content vector including a first content attribute and a second content attribute for a particular content item is identified where the first content attribute and the second content attribute sufficiently match the first attribute value and the second attribute value. The particular content item is provided as a suggested content item, and, responsive to a user selection of the particular content item, provided for presentation on the user device.

公开(公告)号：US20200147795A1

公开(公告)日：2020-05-14

申请号：US16186006

申请日：2018-11-09

Applicant: ACCENTURE GLOBAL SOLUTIONS LIMITED

Inventor： Janardan Misra ,  Vikrant Kaulgud ,  Divya Rawat ,  Kapil Singi ,  Sanjay Podder

IPC: B25J9/16 ,  G05B19/4155

Abstract: In some examples, temporal variation identification of regulatory compliance based robotic agent control may include ascertaining a temporal sequence of compliance specification text, where the temporal sequence may include time points and versions of the compliance specification text at the time points. For each time point of the temporal sequence of the compliance specification text, a compliance specification graph may be generated. Based on an analysis of each of the generated compliance specification graphs, changes in the temporal sequence of the compliance specification text may be determined. Further, an operation associated with a robotic agent may be controlled by the robotic agent and based on the determined changes in the temporal sequence of the compliance specification text.

公开(公告)号：US10592397B2

公开(公告)日：2020-03-17

申请号：US16113595

申请日：2018-08-27

Applicant: Accenture Global Solutions Limited

Inventor： Vibhu Saujanya Sharma ,  Rohit Mehra ,  Sanjay Podder

IPC: G06F9/44 ,  G06F11/36 ,  G06F8/75

Abstract: A device may instrument a codebase associated with a software application. The device may execute a test on the instrumented codebase as the instrumented codebase executes, wherein the instrumented codebase generates test data based on the test being executed. The device may generate, based on the test data, a live graphical model of the codebase from a composite graphical model of the codebase, wherein the composite graphical model includes historical information, associated with the codebase, mapped to a graphical model of the codebase. The device may generate an extended reality rendered view of the live graphical model. The device may provide, to an extended reality device, the extended reality rendered view of the live graphical model for display by the extended reality device.