Face privacy protection scheme by security-enhanced encryption structure and nonlinear dynamics

This article proposes a secure communication enhancement scheme based on face detection and chaotic partition permutation. The scheme uses edge detection technology to detect facial information, which is then used as an encryption object. The hash value of the plaintext image is extracted as the secret key to the chaotic sequence generated by the chaotic system. Then a series of encryption operations are performed on the face image to obtain the final ciphertext image. In this article, two chaotic systems are used to generate pseudo-random chaotic sequences for different encryption steps. The initial key is computed by combining the hash function of the image and external parameters. The experimental results and security analysis show that the algorithm has excellent encryption effectiveness and security performance against various typical attacks.

Authors

Institutions

Publication Details

Journal
iScience
Published
2024-08-20
DOI
https://doi.org/10.1016/j.isci.2024.110768
Citations
11
Primary Topic
Chaos-based Image/Signal Encryption
Type
article
Field-Weighted Citation Impact
2.74

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Face privacy protection scheme by security-enhanced encryption structure and nonlinear dynamics

Tengyu Liu, Yiting Lin, Heping Wen, Zhiyu Xie
11 citations
iScience
Chaos-based Image/Signal Encryption
2.74
article

Face privacy protection scheme by security-enhanced encryption structure and nonlinear dynamics

Tengyu Liu, Yiting Lin, Heping Wen, Zhiyu Xie
article en
11 citations

Abstract

This article proposes a secure communication enhancement scheme based on face detection and chaotic partition permutation. The scheme uses edge detection technology to detect facial information, which is then used as an encryption object. The hash value of the plaintext image is extracted as the secret key to the chaotic sequence generated by the chaotic system. Then a series of encryption operations are performed on the face image to obtain the final ciphertext image. In this article, two chaotic systems are used to generate pseudo-random chaotic sequences for different encryption steps. The initial key is computed by combining the hash function of the image and external parameters. The experimental results and security analysis show that the algorithm has excellent encryption effectiveness and security performance against various typical attacks.

iScienceVol. 27(9)
University of Electronic Science and Technology of China (CN)
University of Electronic Science and Technology of China, Basic and Applied Basic Research Foundation of Guangdong Province
Peace, Justice and strong institutions
Openalex Percentile: Top 8%
Chaos-based Image/Signal Encryption
2.74
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.