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http://tdr.lib.ntu.edu.tw/jspui/handle/123456789/91337完整後設資料紀錄
| DC 欄位 | 值 | 語言 |
|---|---|---|
| dc.contributor.advisor | 江簡富 | zh_TW |
| dc.contributor.advisor | Jean-Fu Kiang | en |
| dc.contributor.author | 葉達謙 | zh_TW |
| dc.contributor.author | Ta-Chien Yeh | en |
| dc.date.accessioned | 2024-01-03T16:09:42Z | - |
| dc.date.available | 2024-01-04 | - |
| dc.date.copyright | 2024-01-03 | - |
| dc.date.issued | 2023 | - |
| dc.date.submitted | 2023-12-26 | - |
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| dc.identifier.uri | http://tdr.lib.ntu.edu.tw/jspui/handle/123456789/91337 | - |
| dc.description.abstract | 混沌映射因其複雜性和敏感性而被廣泛應用於圖像加密到關鍵變化。在本篇論文中，我們提出了用最佳化的二階混沌映射隨機係數來產生用於影像加密的混沌序列。利用兩種篩選條件，依據複雜度指數 K 和 SE 找出 300 個候選的混沌映射利用粒子群最佳化演算法來搜尋最優八種不同加權方案下的混沌映射。最優混沌映射可以達到 Np = 2，DKY = 2，CD = 2，K > 0.9，SE > 0.9 且 PE > 0.7。所有關鍵敏感度分析系統參數和初始值證實了最優混沌映射的高安全性。另提出了混合序列生成（HSG）方案以進一步減少影像加密時間。 | zh_TW |
| dc.description.abstract | Chaotic maps have been widely applied on image encryption for their complexity and sensitivity to key variation. In this work, we propose second-order chaotic maps with optimized random coefficients to generate chaotic sequences for image encryption. Two screening conditions are proposed to identify 300 candidate chaotic maps in terms of complexity indices K and SE. A particle swarm optimization algorithm is developed to search for the optimal chaotic maps under eight different weighting schemes. The optimal chaotic maps can achieve Np = 2, DKY = 2, CD= 2, K > 0.9, SE> 0.9 and PE> 0.7. Key sensitivity analysis on all the system parameters and initial values confirms high security of the optimal chaotic maps. A hybrid sequence generation (HSG) scheme is also proposed to further reduce the image encryption time. | en |
| dc.description.provenance | Submitted by admin ntu (admin@lib.ntu.edu.tw) on 2024-01-03T16:09:42Z No. of bitstreams: 0 | en |
| dc.description.provenance | Made available in DSpace on 2024-01-03T16:09:42Z (GMT). No. of bitstreams: 0 | en |
| dc.description.tableofcontents | Abstract i
Table of Contents iii List of Figures viii Acknowledgment ix 1 Introduction 1 2 Optimization of Chaotic Maps 10 2.1 Screening of Initial Population . . . . . . . . . . . . . . . . . . . . . . . . . . 12 2.2 Phase Portraits of Chaotic Maps . . . . . . . . . . . . . . . . . . . . . . . . 16 2.3 Optimization of System Parameters with PSO Algorithm . . . . . . . . . . . 23 2.4 Optimal Chaotic Maps under Different Weighting Schemes . . . . . . . . . . 24 2.5 Demonstration under uni-s Scheme . . . . . . . . . . . . . . . . . . . . . . . 31 3 Image Encryption 40 3.1 Cryptography with Hybrid Sequence Generation . . . . . . . . . . . . . . . . 40 3.2 Encrypted Images . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 43 3.3 Resilience to Attacks . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 48 3.4 CPU Time for Sequence Generation and Image Encryption . . . . . . . . . . 55 3.5 Highlight of Novelty and Contributions . . . . . . . . . . . . . . . . . . . . . 57 4 Conclusion 60 Bibliography 62 | - |
| dc.language.iso | en | - |
| dc.subject | 超混沌 | zh_TW |
| dc.subject | 影像加密 | zh_TW |
| dc.subject | 混沌密碼學 | zh_TW |
| dc.subject | 混沌映射 | zh_TW |
| dc.subject | 非線性系統 | zh_TW |
| dc.subject | 混沌 | zh_TW |
| dc.subject | chaotic map | en |
| dc.subject | nonlinear dynamics | en |
| dc.subject | hyperchaotic | en |
| dc.subject | chaotic behavior | en |
| dc.subject | image encryption | en |
| dc.subject | chaos cryptography | en |
| dc.title | 具隨機係數之二階混沌映射產生用於高安全性影像加密之複雜混沌序列 | zh_TW |
| dc.title | Second-Order Chaotic Maps with Random Coefficients to Generate Complex Chaotic Sequences for High-Security Image Encryption | en |
| dc.type | Thesis | - |
| dc.date.schoolyear | 112-1 | - |
| dc.description.degree | 碩士 | - |
| dc.contributor.oralexamcommittee | 丁建均;李翔傑 | zh_TW |
| dc.contributor.oralexamcommittee | Jian-Jiun Ding;Hsiang-Chieh Lee | en |
| dc.subject.keyword | 混沌,超混沌,非線性系統,混沌映射,混沌密碼學,影像加密, | zh_TW |
| dc.subject.keyword | chaotic behavior,hyperchaotic,nonlinear dynamics,chaotic map,chaos cryptography,image encryption, | en |
| dc.relation.page | 72 | - |
| dc.identifier.doi | 10.6342/NTU202304539 | - |
| dc.rights.note | 未授權 | - |
| dc.date.accepted | 2023-12-26 | - |
| dc.contributor.author-college | 電機資訊學院 | - |
| dc.contributor.author-dept | 電信工程學研究所 | - |
| 顯示於系所單位： | 電信工程學研究所 | |
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