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US Patent 11757616 Image encryption method based on improved class boosting scheme

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Patent
Patent

Patent attributes

Patent Jurisdiction
United States Patent and Trademark Office
United States Patent and Trademark Office
Patent Number
11757616
Patent Inventor Names
Xiaopeng Wei
Bin Wang
Qiang Zhang
Pengfei Wang
Haixiao Li
Rongrong Chen
Date of Patent
September 12, 2023
Patent Application Number
17877994
Date Filed
July 31, 2022
Patent Citations
‌
US Patent 9654289 Method for generating a pseudorandom sequence, and method for coding or decoding a data stream
‌
US Patent 8874477 Multifactorial optimization system and method
‌
US Patent 11562181 Multi-domain convolutional neural network
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US Patent 7486794 Data-processing arrangement comprising confidential data
‌
US Patent 7953389 Method and system for wireless intrusion detection, prevention and security management
Patent Primary Examiner
‌
Hosuk Song
CPC Code
‌
H04L 9/0643
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H04L 9/0618
‌
H04L 9/001
‌
H04L 9/00

The present invention discloses an image encryption method based on an improved class boosting scheme, which comprises the following steps: acquiring parameters of a hyperchaotic system according to plaintext image information; generating weights required by class perceptron networks through the plain text image information; bringing the parameters into the hyperchaotic system to obtain chaotic sequences, and shuffling the chaotic sequences by a shuffling algorithm; pre-processing the chaotic sequences after shuffling to obtain a sequence required by encryption: and bringing a plaintext image and the sequence into an improved class boosting scheme to obtain a ciphertext image, wherein the improved class boosting scheme is realized based on the class perception networks. The method solves the problems that update and prediction functions in an original boosting network are too simple and easy to predict or the like, so as to obtain the ciphertext image with higher information entropy.

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