US 12,407,364 B2
System and method for data compression and encryption using asymmetric codebooks
Joshua Cooper, Columbia, SC (US); and Aliasghar Riahi, Orinda, CA (US)
Assigned to ATOMBEAM TECHNOLOGIES INC., Moraga, CA (US)
Filed by AtomBeam Technologies Inc., Moraga, CA (US)
Filed on Oct. 21, 2023, as Appl. No. 18/491,754.
Application 18/491,754 is a continuation in part of application No. 18/190,044, filed on Mar. 24, 2023, granted, now 11,831,343.
Application 18/190,044 is a continuation in part of application No. 17/875,201, filed on Jul. 27, 2022, granted, now 11,700,013, issued on Jul. 11, 2023.
Application 18/190,044 is a continuation in part of application No. 17/727,913, filed on Apr. 25, 2022, granted, now 11,620,051, issued on Apr. 4, 2023.
Application 17/875,201 is a continuation of application No. 17/514,913, filed on Oct. 29, 2021, granted, now 11,424,760, issued on Aug. 23, 2022.
Application 17/875,201 is a continuation of application No. 17/458,747, filed on Aug. 27, 2021, granted, now 11,422,978, issued on Aug. 23, 2022.
Application 17/514,913 is a continuation of application No. 17/404,699, filed on Aug. 17, 2021, granted, now 11,385,794, issued on Jul. 12, 2022.
Application 17/404,699 is a continuation in part of application No. 17/234,007, filed on Apr. 19, 2021, granted, now 11,782,879, issued on Oct. 10, 2023.
Application 17/234,007 is a continuation in part of application No. 17/180,439, filed on Feb. 19, 2021, granted, now 11,366,790, issued on Jun. 21, 2022.
Application 17/180,439 is a continuation in part of application No. 16/923,039, filed on Jul. 7, 2020, granted, now 11,232,076, issued on Jan. 25, 2022.
Application 16/923,039 is a continuation in part of application No. 16/716,098, filed on Dec. 16, 2019, granted, now 10,706,018, issued on Jul. 7, 2020.
Application 16/716,098 is a continuation of application No. 16/455,655, filed on Jun. 27, 2019, granted, now 10,509,771, issued on Dec. 17, 2019.
Application 16/455,655 is a continuation in part of application No. 16/200,466, filed on Nov. 26, 2018, granted, now 10,476,519, issued on Nov. 12, 2019.
Application 16/200,466 is a continuation in part of application No. 15/975,741, filed on May 9, 2018, granted, now 10,303,391, issued on May 28, 2019.
Claims priority of provisional application 63/388,411, filed on Jul. 12, 2022.
Claims priority of provisional application 63/140,111, filed on Jan. 21, 2021.
Claims priority of provisional application 63/027,166, filed on May 19, 2020.
Claims priority of provisional application 62/926,723, filed on Oct. 28, 2019.
Claims priority of provisional application 62/578,824, filed on Oct. 30, 2017.
Prior Publication US 2024/0106457 A1, Mar. 28, 2024
Int. Cl. H03M 7/30 (2006.01); G06N 20/00 (2019.01)
CPC H03M 7/3059 (2013.01) [G06N 20/00 (2019.01); H03M 7/6005 (2013.01)] 8 Claims
OG exemplary drawing
 
1. A system for data compression with encryption using asymmetric codebooks, comprising:
a computing device comprising a processor and a memory;
a codebook generator comprising a first plurality of programming instructions stored in the memory which, when operating on the processor, causes the computing device to:
receive training data and additional input data;
preprocess the additional input data to remove unnecessary data values and normalize the input for machine learning model training;
train a machine learning model using the training data and the preprocessed input data;
generate a plurality of codebooks using the trained machine learning model, wherein at least one of the generated codebooks is an asymmetric codebook configured to transform encoded data rather than reconstruct the original sourceblock data; and
provide the asymmetric codebook to a data decoder; and
the data decoder comprising a second plurality of programming instructions stored in the memory which, when operating on the processor, causes the computing device to:
receive the asymmetric codebook;
receive a codeword from a data encoder, the codeword comprising encoded data based on a sourceblock that was encoded by the data encoder using a codebook differing from the asymmetric codebook; and
decode the codeword using the asymmetric codebook to produce a derived data chunk based on the sourceblock, wherein the derived data chunk contains data that is transformed from the original sourceblock according to the asymmetric codebook.