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公开(公告)号：US12218696B2
公开(公告)日：2025-02-04
申请号：US18423287
申请日：2024-01-25
Applicant: AtomBeam Technologies Inc.
Inventor： Joshua Cooper , Aliasghar Riahi
Abstract: A system and method for data compression with protocol adaptation, that utilizes a codebook generator which leverages one or more machine/deep learning algorithms trained on at least a plurality of protocol policies in order to generate a protocol appendix and codebook, wherein original data is encoded by an encoder according to the codebook and sent to a decoder, but instead of just decoding the data according to the codebook to reconstruct the original data, data manipulation rules such as mapping and transformation are applied at the decoding stage to transform the decoded data into protocol formatted data.
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公开(公告)号：US20250028687A1
公开(公告)日：2025-01-23
申请号：US18904106
申请日：2024-10-02
Applicant: AtomBeam Technologies Inc.
Inventor： Joshua Cooper , Charles Yeomans , Aliasghar Riahi , Gregory Caltabiano , Mojgan Haddad
IPC: G06F16/174 , G06F3/06
Abstract: A system and method for securing high-speed communications between processing units on computer chips, wherein a training data set is used to find patterns and associated smaller indices, or codewords, which are stored in a reference codebook library, and where reconstruction and deconstruction algorithms are used to encode and decode data as it is received. The codebook and algorithms may be stored in the firmware of a semiconductor which enable reduced resources and cost when transmitting data between or among devices that utilize such semiconductors.
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公开(公告)号：US12191890B2
公开(公告)日：2025-01-07
申请号：US18515272
申请日：2023-11-21
Applicant: AtomBeam Technologies Inc.
Inventor： Joshua Cooper , Aliasghar Riahi , Mojgan Haddad , Ryan Kourosh Riahi , Razmin Riahi , Charles Yeomans , Grant Fickes
Abstract: A system and method for data compression with encryption, that produces a conditioned data stream by replacing data blocks within an input data stream to bring the frequency of each data block closer to an ideal value, produces an error stream comprising the differences between the original data and the encrypted data, and compresses the conditioned data.
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公开(公告)号：US12175638B1
公开(公告)日：2024-12-24
申请号：US18624038
申请日：2024-04-01
Applicant: AtomBeam Technologies Inc.
Inventor： Joshua Cooper , Aliasghar Riahi , Charles Yeomans , Zhu Li
Abstract: A system and method are disclosed for low-light image enhancement using denoising preprocessing with wavelet decomposition AI-based techniques to enhance image quality of low-light images. Subsampled images are created from a raw input image. A wavelet decomposition process is performed on each subimage to create multiple frequency domain subimages. Each frequency domain subimage is input into a corresponding neural network. The output of each corresponding network is input to an inverse wavelet module. The output of the inverse wavelet module is a denoised image that is input to an image signal processing pipeline, where additional processing may be performed on the denoised image.
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公开(公告)号：US20240329836A1
公开(公告)日：2024-10-03
申请号：US18737474
申请日：2024-06-07
Applicant: AtomBeam Technologies Inc.
Inventor： Joshua Cooper , Aliasghar Riahi , Mojgan Haddad , Ryan Kourosh Riahi , Razmin Riahi , Charles Yeomans
CPC classification number: G06F3/0608 , G06F3/0623 , G06F3/0659 , G06F3/067 , H03M7/6005 , H03M7/6011
Abstract: A system and method for data compaction and encryption of anonymized data records. A dataset may be pre-processed by dividing into sourceblocks at reasonable intervals and tallying each sourceblock's frequency, creating a tally record of tokens and count values. This tally record may then be anonymized and transmitted to a data deconstruction engine which combined with a library manager creates a codebook and performs optimization techniques on the codebook. The data deconstruction engine and library manager may be distributed across multiple nodes or devices. The received anonymized tally record may be parsed into individual tokens by identifying the tokens with the highest count value. The tokens may then be sent descending order of count value to the library manger where each token may be assigned a codeword. A half-backed codebook is then created using the tokens and each token's unique codeword, before sending the half-backed codebook to a system user.
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Patent Agency Ranking
公开(公告)号：US12079168B2
公开(公告)日：2024-09-03
申请号：US18460676
申请日：2023-09-04
Applicant: AtomBeam Technologies Inc.
Inventor： Joshua Cooper , Aliasghar Riahi , Mojgan Haddad , Ryan Kourosh Riahi , Razmin Riahi , Charles Yeomans
IPC: G06F16/174 , G06F3/06
CPC classification number: G06F16/1752 , G06F3/0608 , G06F3/0641 , G06F3/067
Abstract: A system and method for error-resilient data reduction, utilizing a phase detector, a data requestor, a multi-phase trainer, a reconstruction engine, a deconstruction engine, and one or more reference codebooks. A multi-phase trainer may be used to train the reconstruction and deconstruction engines on various phase sourceblocks in order recover quickly from corrupted data files that cause the phase alignment of the sourceblocks to become out of phase. A phase detector may determine when the sourceblocks get out of phase and when the return to in-phase by checking if a predetermined threshold probability of correct encoding is met. Data requestor may request for retransmission only the data that was received out of phase.
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公开(公告)号：US20240126436A1
公开(公告)日：2024-04-18
申请号：US18545540
申请日：2023-12-19
Applicant: AtomBeam Technologies Inc.
Inventor： Joshua Cooper , Aliasghar Riahi , Mojgan Haddad , Ryan Kourosh Riahi , Razmin Riahi , Charles Yeomans
CPC classification number: G06F3/0608 , G06F3/0623 , G06F3/0656 , G06F3/0659 , G06F3/067 , G06F3/0679 , H03M7/405 , H03M7/6005 , H03M7/6011
Abstract: A system and method for codebook-based data encoding. Portions of the data are encoded by different encoding libraries, depending on which library provides the greatest compaction for a given portion of the data. This methodology not only provides substantial improvements in data compaction over use of a single data compaction algorithm with the highest average compaction, but provides substantial additional security in that multiple decoding libraries must be used to decode the data. In some embodiments, each portion of data may further be encoded using different sourceblock sizes, providing further security enhancements as decoding requires multiple decoding libraries and knowledge of the sourceblock size used for each portion of the data. In some embodiments, encoding libraries may be randomly or pseudo-randomly rotated to provide additional security.
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公开(公告)号：US20240106457A1
公开(公告)日：2024-03-28
申请号：US18491754
申请日：2023-10-21
Applicant: AtomBeam Technologies Inc.
Inventor： Joshua Cooper , Aliasghar Riahi
CPC classification number: H03M7/3059 , G06N20/00 , H03M7/6005
Abstract: A system and methods for data compression with encryption using asymmetric codebooks, that utilizes machine learning to generate asymmetric encoder and decoder codebooks for data encoding and compression. The use of asymmetric codebooks enables a variety of data obfuscation techniques such that output data remains useful to the decoder and any downstream entity, while concealing the original sourceblock data. The asymmetric codebooks may be utilized in reverse order to restore the original data as needed, facilitating a two-way reversible operation.
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公开(公告)号：US20240086068A1
公开(公告)日：2024-03-14
申请号：US18490417
申请日：2023-10-19
Applicant: AtomBeam Technologies Inc.
Inventor： Joshua Cooper , Aliasghar Riahi
CPC classification number: G06F3/0608 , G06F3/0623 , G06F3/0659 , G06F3/067 , H03M7/6005 , H03M7/6011
Abstract: A system and method for data compaction utilizing distributed codebook encoding to improve entropy encoding methods to account for, and efficiently handle, previously-unseen data in data to be compacted, allow for distributed encoding and decoding capabilities, and allow for parametrized codebook encoding methods. Training data sets are analyzed to determine the frequency of occurrence of each sourceblock in the training data sets. A mismatch probability estimate is calculated comprising an estimated frequency at which any given data sourceblock received during encoding will not have a codeword in the codebook. Further, a codebook and a behavior codebook may both be maintained or altered in a distributed fashion across multiple devices or services, for widespread, or permission-based, or parametrized codebook encoding.
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公开(公告)号：US20240069731A1
公开(公告)日：2024-02-29
申请号：US18469520
申请日：2023-09-18
Applicant: AtomBeam Technologies Inc.
Inventor： Joshua Cooper , Aliasghar Riahi , Mojgan Haddad , Ryan Kourosh Riahi , Razmin Riahi , Charles Yeomans
CPC classification number: G06F3/0608 , G06F3/0623 , G06F3/0659 , G06F3/067 , H03M7/6005 , H03M7/6011
Abstract: A system and method for data compaction and encryption of anonymized data records. A dataset may be pre-processed by dividing into a plurality of sourceblocks at all reasonable sourceblock lengths, and then counting how many times each sourceblock occurs in the dataset, resulting in a tally record of tokens and their count value. This tally record may then be anonymized and transmitted to a data deconstruction engine which combined with a library manager creates a codebook and performs optimization techniques on the codebook. The received anonymized tally record may be parsed into individual tokens by identifying the tokens with the highest count value. The tokens may then be sent, in descending order of count value, to the library manger where each token may be assigned a codeword. A half-backed codebook is then created using the tokens and each token's unique codeword, before sending the half-backed codebook to a system user.
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