Research on test strategy for randomness based on deep learning

Show other versions (1)

In order to achieve better test performance, researches on the randomness test strategies based on deep learning were conducted, including the batch average strategy proposed by EUROCRYPT 2021 and the selection strategy for data unit size.By introducing the randomness statistical test model based on...

Full description

Bibliographic Details
Published in:	Tongxin xuebao
Main Authors:	Dongyu CHEN, Hua CHEN, Limin FAN, Yifang FU, Jian WANG
Format:	Article
Language:	Chinese
Published:	Editorial Department of Journal on Communications 2023-06-01
Subjects:	deep learning randomness statistical test random number generator Speck LCG batch average strategy
Online Access:	http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2023111/

Similar Items

Research on test strategy for randomness based on deep learning
by: Dongyu CHEN, et al.
Published: (2023-06-01)

Evaluation of Labour Care Guide: Labor progression in obese women from Basra, Iraq
by: Sabreen MM Alkhulaifi, et al.
Published: (2024-09-01)

Statistical Testing of Random Number Generators and Their Improvement Using Randomness Extraction
by: Cameron Foreman, et al.
Published: (2024-12-01)

Testing a hardware random number generator using NIST statistical test suite
by: M. O. Pikuza, et al.
Published: (2021-07-01)

Sequentially Constrained Randomization in Preclinical Animal Studies
by: Joseph Rigdon, et al.
Published: (2025-01-01)

Research on Noise Suppression Strategies for High-Frequency Harmonic Noise in Automotive Electronic Water Pumps
by: Xiaodan Feng, et al.
Published: (2025-09-01)

Ring Oscillators with Additional Phase Detectors as a Random Source in a Random Number Generator
by: Łukasz Matuszewski, et al.
Published: (2024-12-01)

A recipe for an unpredictable random number generator
by: M.A.García-Ñustes, et al.
Published: (2006-01-01)

A Low-Complexity Start–Stop True Random Number Generator for FPGAs
by: Łukasz Matuszewski, et al.
Published: (2024-06-01)

4D memristive chaotic system based optional parameterized random number generator
by: S. Günakın, et al.
Published: (2025-10-01)

A Novel Design of Random Number Generators Using Chaos-Based Extremum Coding
by: Shunsuke Araki, et al.
Published: (2024-01-01)

BCsRNG: A Secure Random Number Generator Based on Blockchain
by: Chao-Hsien Hsieh, et al.
Published: (2022-01-01)

Random Number Generators: Principles and Applications
by: Anastasios Bikos, et al.
Published: (2023-10-01)

Statistical RF/Analog Integrated Circuit Design Using Combinatorial Randomness for Hardware Security Applications
by: Ethan Chen, et al.
Published: (2020-05-01)

From Random Numbers to Random Objects
by: Behrouz Zolfaghari, et al.
Published: (2022-07-01)

Modified SPECK (M-SPECK) Lightweight Cipher Architecture for Resource-Constrained Applications
by: R. Mohanapriya, et al.
Published: (2025-01-01)

Enhancing Quality and Security of the PLL-TRNG
by: Viktor Fischer, et al.
Published: (2023-08-01)

Extracting More Quantum Randomness With Non-Uniform Quantization
by: Bai-Xiang Ji, et al.
Published: (2022-01-01)

Design and Test of an Integrated Random Number Generator with All-Digital Entropy Source
by: Luca Crocetti, et al.
Published: (2022-01-01)

Practical Entropy Accumulation for Random Number Generators with Image Sensor-Based Quantum Noise Sources
by: Youngrak Choi, et al.
Published: (2023-07-01)

Instruction effects on randomness in sequence generation
by: Maja Guseva, et al.
Published: (2023-03-01)

Investigating the Benefits of Using Implicit Averaging in Construction Simulation Optimization Models
by: Mohammed Mawlana, et al.
Published: (2024-04-01)

Building Test Batteries Based on Analyzing Random Number Generator Tests within the Framework of Algorithmic Information Theory
by: Boris Ryabko
Published: (2024-06-01)

True random number generators in modern cryptography: A review
by: Parul Sharma, et al.
Published: (2026-06-01)

Raw QPP-RNG randomness via system jitter across platforms: a NIST SP 800-90B evaluation
by: Georgia Vrana, et al.
Published: (2025-07-01)

A High-Throughput Random Binary Sequence Generator Based on ECG
by: Christine Zenieh, et al.
Published: (2022-01-01)

RAGE: A Java-implemented Visual Random Generator
by: Carlos Javier P´erez, et al.
Published: (2007-01-01)

Hybrid quantum random number generator for cryptographic algorithms
by: Maksim Iavich, et al.
Published: (2021-11-01)

Natural Test for Random Numbers Generator Based on Exponential Distribution
by: Ilija Tanackov, et al.
Published: (2019-10-01)

Time-Adaptive Statistical Test for Random Number Generators
by: Boris Ryabko
Published: (2020-06-01)

Грід-комп’ютерінг як прояв глобалізаційних процесів сучасної науки
by: T. Gorbatiuk
Published: (2012-03-01)

Combined Pseudo-Random Sequence Generator for Cybersecurity
by: Volodymyr Maksymovych, et al.
Published: (2022-12-01)

TRIM: AI Guided Random Number Generation for Resource-Constrained IoT Systems
by: Tasneem Suha, et al.
Published: (2025-01-01)

True Random Number Generator Based on Fibonacci-Galois Ring Oscillators for FPGA
by: Pietro Nannipieri, et al.
Published: (2021-04-01)

Quantum random number generation using an on-chip nanowire plasmonic waveguide
by: C Strydom, et al.
Published: (2024-01-01)

Assessing the quality of random number generators through neural networks
by: José Luis Crespo, et al.
Published: (2024-01-01)

A True Random Number Generator Based on Gait Data for the Internet of You
by: Carmen Camara, et al.
Published: (2020-01-01)

A Technique for Securing Multiple Digital Images Based on 2D Linear Congruential Generator, Silver Ratio, and Galois Field
by: Abdul Gaffar, et al.
Published: (2021-01-01)

Effectiveness of the Modified WHO Labour Care Guide to Detect Prolonged and Obstructed Labour Among Women Admitted at Eight Publicly Funded, Midwife-Led Community Health Facilities in Rural Mbarara District, Southwestern Uganda: An Ambispective Cohort Study
by: Mugyenyi GR, et al.
Published: (2025-02-01)

Estimating the privacy of quantum-random numbers
by: Johannes Seiler, et al.
Published: (2020-01-01)