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E-raamat: Modern Cryptography Volume 2: A Classical Introduction to Informational and Mathematical Principle

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This open access book covers the most cutting-edge and hot research topics and fields of post-quantum cryptography. The main purpose of this book is to focus on the computational complexity theory of lattice ciphers, especially the reduction principle of Ajtai, in order to fill the gap that post-quantum ciphers focus on the implementation of encryption and decryption algorithms, but the theoretical proof is insufficient. In Chapter 3, Chapter 4 and Chapter 6, author introduces the theory and technology of LWE distribution, LWE cipher and homomorphic encryption in detail. When using random analysis tools, there is a problem of "ambiguity" in both definition and algorithm. The greatest feature of this book is to use probability distribution to carry out rigorous mathematical definition and mathematical demonstration for various unclear or imprecise expressions, so as to make it a rigorous theoretical system for classroom teaching and dissemination. Chapters 5 and 7 further expand and improve the theory of cyclic lattice, ideal lattice and generalized NTRU cryptography.

This book is used as a professional book for graduate students majoring in mathematics and cryptography, as well as a reference book for scientific and technological personnel engaged in cryptography research.


1 Random Lattice Theory
1.1 Fourier Transform
3(4)
1.2 Discrete Gauss Measure
7(6)
1.3 Smoothing Parameter
13(12)
1.4 Some Properties of Discrete Gauss Distribution
25(8)
2 Reduction Principle of Ajtai
33(20)
2.1 Random Linear System
33(2)
2.2 SIS Problem
35(4)
2.3 INCGDD Problem
39(7)
2.4 Reduction Principle
46(7)
3 Learning with Error
53(46)
3.1 Circulant Matrix
53(8)
3.2 SIS and Knapsack Problem on Ring
61(11)
3.3 LWE Problem
72(8)
3.4 Proof of the Main Theorem
80(19)
3.4.1 From LWE to DGS
81(12)
3.4.2 From DGS to Hard Problems on Lattice
93(4)
3.4.3 From D-LWE to LWE
97(2)
4 LWE Public Key Cryptosystem
99(20)
4.1 LWE Cryptosystem of Regev
99(5)
4.2 The Proof of Security
104(4)
4.3 Properties of Rounding Function
108(4)
4.4 General LWE-Based Cryptosystem
112(3)
4.5 Probability of Decryption Error for General Disturbance
115(4)
5 Cyclic Lattices and Ideal Lattices
119(24)
5.1 Some Basic Properties of Lattice
119(4)
5.2 Ideal Matrices
123(6)
5.3 Φ-Cyclic Lattice
129(8)
5.4 Improved Upper Bound for Smoothing Parameter
137(6)
6 Fully Homomorphic Encryption
143(32)
6.1 Definitions and Examples
144(4)
6.2 Gadget Matrix and Gadget Technique
148(6)
6.3 Bounded Fully Homomorphic Encryption
154(11)
6.4 Construction of Gentry
165(5)
6.5 Attribute-Based Encryption
170(5)
7 A Generalization of NTRUencrypt
175(14)
7.1 Φ-CyclicCode
176(6)
7.2 A Generalization of NTRUencrypt
182(7)
References 189
Zhiyong Zheng is Professor and Dean of School of Mathematics, Renmin University. His research and academic experiences include in 1995, Princeton University, as Visiting Scholar; in 1988-1991Shandong University Ph.D. He received Distinguished Paper Award (ICCM 2018), Qiu Shi Outstanding Young Scholar Award (1997) and The National Science Fund for Distinguished Young Scholars (1996). He was Dean of School of Mathematics, Renmin University of China. His research area includes Diophantine approximation, character sum and cryptography