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公开(公告)号:US20250077938A1
公开(公告)日:2025-03-06
申请号:US18240400
申请日:2023-08-31
Applicant: BANK OF AMERICA CORPORATION
Inventor: Brian Neal Jacobson , Pratap Dande , Erik Dahl , Elvis Nyamwange , Rahul Yaksh , Amer Ali , Rahul Shashidhar Phadnis , Sailesh Vezzu , Hari Vuppala
IPC: G06N20/00
Abstract: Systems, computer program products, and methods are described herein for determining process compliance using advanced computational models for data analysis and automated decision-making. The present disclosure is configured to generate one or more intermediate control layers, wherein the one or more intermediate control layers comprises one or more artificial intelligence models; generate one or more control objectives, wherein each of the one or more control objectives are associated with one or more governance processes; generate, in response to the one or more control objectives, one or more manifests; receive, in response to the one or more manifests, one or more artifacts, wherein the one or more artifacts comprise data associated with the one or more governance processes; capture data from the one or more artifacts; compare the captured data from the one or more artifacts with the one or more intermediate control layers; and approve the one or more artifacts.
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公开(公告)号:US20250062908A1
公开(公告)日:2025-02-20
申请号:US18234254
申请日:2023-08-15
Applicant: BANK OF AMERICA CORPORATION
Inventor: Elvis Nyamwange , Sailesh Vezzu , Amer Ali , Rahul Yaksh , Hari Vuppala , Pratap Dande , Brian Neal Jacobson , Erik Dahl , Rahul Shashidhar Phadnis
Abstract: Systems, computer program products, and methods are described herein for dynamic, secure, token-based snapshot generation. The present disclosure is configured to receive, via an alternative access point, a user request to receive a snapshot of one or more resource repositories associated with a user; generate, using a token generator, a token based on at least the user request; authenticate, using an authentication subsystem, the user using the token to confirm legitimacy of the user request; generate, using a snapshot generator, the snapshot of the one or more resource repositories based on at least confirming the legitimacy of the user request, wherein the snapshot is generated based on pre-defined user preferences; embed, using a digital signature subsystem, the snapshot with a digital signature serving as an attestation; and display the snapshot on the user input device.
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公开(公告)号:US20250021640A1
公开(公告)日:2025-01-16
申请号:US18221652
申请日:2023-07-13
Applicant: Bank of America Corporation
Inventor: Elvis Nyamwange , Erik Dahl , Brian Jacobson , Pratap Dande , Hari Vuppala , Rahul Yaksh , Rahul Phadnis , Amer Ali , Sailesh Vezzu
Abstract: Aspects of the disclosure relate to using multiple machine learning models and a sand-box environment to detect malicious uniform resource locators (URLs) and login pages stored in a QR code. An application on a computing device will augment QR code data stored in a QR code and the computing device sends the QR code data and computing device metadata to a deep learning computing platform. The QR code data may comprise a URL and communication protocol information. The deep learning computing platform will generate, by multiple machine learning models and a sand-box environment, a sand-box score using the URL, a user-based score using the computing device metadata, and a connections score using the communication protocol information. The deep learning platform then determines whether the computing device should reject and delete the QR code data based on whether the scores are below a pre-determined threshold.
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公开(公告)号:US20240421994A1
公开(公告)日:2024-12-19
申请号:US18209022
申请日:2023-06-13
Applicant: BANK OF AMERICA CORPORATION
Inventor: Elvis Nyamwange , Sailesh Vezzu , Amer Ali , Rahul Shashidhar Phadnis , Rahul Yaksh , Hari Vuppala , Pratap Dande , Brian Neal Jacobson , Erik Dahl
Abstract: Systems, computer program products, and methods are described herein for a machine learning based system for optimized CPU utilization in data transformation. The present disclosure is configured to receive a new data segment; retrieve characteristics of the new data segment; determine, using a trained machine learning model, an encryption algorithm, and a compression algorithm for implementation on the new data segment based on at least the characteristics of the new data segment; determine, using the trained machine learning model, an order of implementation associated with the implementation of the encryption algorithm and the compression algorithm; and implement the encryption algorithm and the compression algorithm on the new data segment in the determined order of implementation.
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公开(公告)号:US20240414132A1
公开(公告)日:2024-12-12
申请号:US18207272
申请日:2023-06-08
Applicant: BANK OF AMERICA CORPORATION
Inventor: Elvis Nyamwange , Sailesh Vezzu , Amer Ali , Rahul Shashidhar Phadnis , Rahul Yaksh , Hari Vuppala , Pratap Dande , Brian Neal Jacobson , Erik Dahl
IPC: H04L9/40
Abstract: Systems, computer program products, and methods are described herein for a secure tunnel proxy with software-defined perimeter for network data transfer. The present disclosure is configured to receive sensor configuration information associated with an Internet of Things (IoT) sensor; receive information associated with an edge computing device configured to receive sensor data from the IoT sensor; configure a secure tunnel proxy between the IoT sensor and the edge computing device based on at least the sensor configuration information and the information associated with the edge computing device; and deploy the secure tunnel proxy between the IoT sensor and the edge computing device.
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公开(公告)号:US20250103848A1
公开(公告)日:2025-03-27
申请号:US18372394
申请日:2023-09-25
Applicant: BANK OF AMERICA CORPORATION
Inventor: Pratap Dande , Amer Ali , Erik Dahl , Brian Neal Jacobson , Elvis Nyamwange , Rahul Shashidhar Phadnis , Sailesh Vezzu , Hari Vuppala , Rahul Yaksh
IPC: G06N3/006
Abstract: Intelligent autonomous software (i.e., a “bot”) configured to compile and present resource advancement requestor-specific dashboards that summarize the results of analysis of resource advancement data related to the resource advancement request/requestor. In compiling a dashboard presentation for a specific resource advancement requestor, the intelligent autonomous software executes a set of predetermined queries directed to a database that stores the results of the data analysis. In response to receiving the responses to the queries, the intelligent autonomous software is configured to identify data omissions/anomalies in the data that will prevent approval of the resource advancement request and identify, and in some instances generate, corrective action(s) that will rectify the data omissions/anomalies. Subsequently, a resource advancement requestor-specific dashboard presentation is generated and communicated to the user that (i) summarizes the data responsive to the predetermined queries, and (ii) highlights the data omissions/anomalies and the corrective actions necessary to rectify the data omissions/anomalies.
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公开(公告)号:US20250061469A1
公开(公告)日:2025-02-20
申请号:US18234911
申请日:2023-08-17
Applicant: Bank of America Corporation
Inventor: Rahul Yaksh , Amer Ali , Brian Jacobson , Elvis Nyamwange , Erik Dahl , Hari Vuppala , Pratap Dande , Rahul Phadnis , Sailesh Vezzu
IPC: G06Q30/018 , G06V30/412
Abstract: Systems and methods for alerting an organization about activity that may be fraudulent. Systems may include a computer processor, a storage module, a cleaning module, a preprocessing module, a features extraction module, and a machine learning module. The computer processor may be configured to run a fraud detection engine by collecting publicly available electronic forms every 36 hours, using the modules to store the forms, clean the data, preprocess the data, and run a machine learning model to extract features and to determine if a threshold indicating a risk of fraud has been exceeded. The machine learning models include a liquid, solvency, and profitability ratio classification model, a disclosure classification model, a sentiment analysis model, an anomaly detection classification model, an ownership analysis classification model, and an ESG disclosure classification model. When exceeding a threshold, the computer processor may notify an administrator of the exceeded threshold's identity.
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公开(公告)号:US20250036506A1
公开(公告)日:2025-01-30
申请号:US18227759
申请日:2023-07-28
Applicant: BANK OF AMERICA CORPORATION
Inventor: Brian Neal Jacobson , Amer Ali , Erik Dahl , Pratap Dande , Elvis Nyamwange , Rahul Shashidhar Phadnis , Sailesh Vezzu , Hari Vuppala , Rahul Yaksh
Abstract: Systems, computer program products, and methods are described herein for using advanced computation models for data analysis and automated decision-making for root cause analysis within software. The present disclosure is configured to receive a set of file extensions associated with an error generated from an at least one piece of software; analyzing the set of file extensions using an advanced computation model for data analysis and automated decision-making; determining a set of root cause analysis from the analyzed set of file extensions using a root cause database; summarizing the set of root cause analysis using the advanced computation model for data analysis and automated decision making and a predetermined database of identifiers; and transmitting the summarized set of root cause analysis associated with the error generated from the at least one piece of software to an end-point device.
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公开(公告)号:US20240193680A1
公开(公告)日:2024-06-13
申请号:US18076710
申请日:2022-12-07
Applicant: Bank of America Corporation
Inventor: Pratap Dande , Erik Dahl , Rahul Yaksh , Tileshia Brenda Alford , Steven Allan Reich , Vishwanath Prasad Karra , Sailesh Vezzu
IPC: G06Q40/03
CPC classification number: G06Q40/03
Abstract: Arrangements for providing fail-safe event processing functions are provided. In some aspects, an account may be generated and a first account number associated with a payment device of the account may be generated. The first account number may be transmitted or sent to the user. A second account number, different from the first account number, may be generated and stored by the enterprise organization in an inactive state. A user may request recurring payments with one or more vendors and may provide the first account number for use in processing the payments. An issue may be detected with the first account number or associated payment device. If a creditworthiness score meets or exceeds a threshold, the second account number may be activated and used (e.g., by the enterprise organization) to process recurring payments that may otherwise have lapsed due to the compromise of the first account number or payment device.
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10.
公开(公告)号:US11985056B1
公开(公告)日:2024-05-14
申请号:US18223176
申请日:2023-07-18
Applicant: BANK OF AMERICA CORPORATION
Inventor: Elvis Nyamwange , Amer Ali , Erik Dahl , Pratap Dande , Brian Neal Jacobson , Rahul Shashidhar Phadnis , Sailesh Vezzu , Hari Vuppala , Rahul Yaksh
CPC classification number: H04L45/123 , H04L45/42
Abstract: Systems, computer program products, and methods are described herein for selective data routing in a distributed network via data throughput analysis in a distributed ledger network. The present invention is configured to receive a request for a data transmission from an endpoint device of a network, determine, via a routing module, a throughput of data associated with the data transmission, determine a classification of the data transmission, and assign the data transmission to an assigned routing channel. The assigned routing channel may include either a first routing channel or a second routing channel based on the classification, wherein the first routing channel is a light load network comprising emitter devices operatively coupled to endpoint devices proximate the emitter devices, and wherein the second routing channel is a heavy load network comprising a first multicore optical fiber.
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