Faculty Profiles - ARAKI Shunsuke

Papers - ARAKI Shunsuke

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Synchronization of Chaotic Extremum-Coded Random Number Generators and Its Application to Segmented Image Encryption Reviewed International journal

Araki S., Wu J.H(National Chin-Yi University of Technology)., Yan J.J.(National Chin-Yi University of Technology)

Mathematics 12 ( 19 ) 2024.10

A Deployment of Ensemble-Based IDS on Raspberry Pi Reviewed International journal

Musthafa M.B., Huda S., Shamim S.M., Kodera Y., Mwaura J., Araki S., Nogami Y.

GCCE 2024 - 2024 IEEE 13th Global Conference on Consumer Electronics 184 - 185 2024.10

Relation between Recognition Accuracy and Object's Occupancy in CAPTCHA Image Using Weave Filters Reviewed International journal

Hayashi N., Miyazaki T., Araki S., Uehara S.

11th IEEE International Conference on Consumer Electronics - Taiwan, ICCE-Taiwan 2024 401 - 402 2024.07

Optimizing IoT Intrusion Detection Using Balanced Class Distribution, Feature Selection, and Ensemble Machine Learning Techniques Reviewed International journal

Musthafa M.B., Huda S., Kodera Y., Ali M.A., Araki S., Mwaura J., Nogami Y.

Sensors 24 ( 13 ) 2024.07

A Study on a New Pseudorandom Number Generator with Deterministic Maze Construction Reviewed International journal

Miyazaki T., Araki S., Uehara S.

11th IEEE International Conference on Consumer Electronics - Taiwan, ICCE-Taiwan 2024 393 - 394 2024.07

A Novel Design of Random Number Generators Using Chaos-Based Extremum Coding Reviewed

Shunsuke Araki, Ji-Han Wu, Jun-Juh Yan(National Chin-Yi University of Technology)

IEEE Access ( IEEE ) 12 24039 - 24047 2024.02

Language：English Publishing type：Research paper (scientific journal)

This paper proposes a new chaos-based extremum coding method to realize a true random number generator (RNG). Based on the chain rule, we innovatively introduce two parameters into the dynamics of chaotic systems to modulate the speed and amplitude of state responses. Then, by discretizing the continuous modulated chaotic system, the corresponding discrete chaotic system can be obtained, which allows the use of low-cost micro-controllers for implementation, enhancing system stability, and reducing costs. Also, a novel chaos-based extremum coding approach is proposed for generating a random extremum-coded sequence (RECS). Using this RECS to switch and decide modulation parameters significantly improves the randomness of the sequences generated by the RNGs. To highlight the contribution of this RNG design, the randomness and security of the RNGs are evaluated by statistical tests such as NIST, Diehard, and ENT. Through comparisons with recent published works, the results show that the proposed chaotic extremum-coded RNG can demonstrate superior performance with a higher level of randomness.

DOI： 10.1109/ACCESS.2024.3365638

Kyutacar

A Study on DDoS Attacks Detection on IoT Devices Using Machine Learning for Microcontrollers Reviewed International journal

Jedidah M Mwaura,Shunsuke Araki,Ken'ichi Kakizaki

Proc. of IEEE 42nd International Conference on Consumer Electronics 1 - 4 2024.01

Authorship：Corresponding author Language：English Publishing type：Research paper (international conference proceedings)

USA Las Vegas 2024.01.05 - 2024.01.08

In recent years, there has been a proliferation of Internet of Things (IoT) devices, and so has been the attacks on them. In this paper we will propose a methodology to detect Distributed Denial of Service (DDoS) attacks on IoT devices using Machine Learning for Microcontrollers or TinyML. We will discuss a model which we made for Arduino Nano 33 BLE Sense using Machine Learning for Microcontrollers or TinyML. Additionally, we will discuss results of our proposal in detecting DDoS attacks on IoT devices. Lastly, we will describe the feasibility of our model on IoT devices.

Some Properties of Well-Balanced Sequences Obtained from Two Logistic Maps over Integers Reviewed International journal

H. Fujii, S. Uehara, T. Miyazaki, S. Araki, Y. Nogami

2023 International Conference on Consumer Electronics - Taiwan, ICCE-Taiwan 2023 - Proceedings 525 - 526 2023.07

How to Construct Pseudorandom Bit Sequences from Mazes by a Method Digging Out Walls Reviewed International journal

T. Miyazaki, S. Araki, S. Uehara

2023 International Conference on Consumer Electronics - Taiwan, ICCE-Taiwan 2023 - Proceedings 539 - 540 2023.07

A Study on Guessing plaintexts by Neural Network against Data Encryption Standard (DES) Reviewed International journal

Kawano M., Peng S., Araki S., Kakizaki K.

2023 International Conference on Consumer Electronics - Taiwan, ICCE-Taiwan 2023 - Proceedings 531 - 532 2023.07

Authorship：Corresponding author Language：English Publishing type：Research paper (international conference proceedings)

Taiwan Ping Tung 2023.07.17 - 2023.07.19

DOI： 10.1109/ICCE-Taiwan58799.2023.10226974

Scopus

Other Link： https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85174944682&origin=inward

A Study on a Full-node Problem of the Domain Name System based on Ethereum Reviewed International journal

S. Peng, S. Araki, K. Kakizaki

2023 International Conference on Consumer Electronics - Taiwan, ICCE-Taiwan 2023 - Proceedings 529 - 530 2023.07

Authorship：Corresponding author Language：English Publishing type：Research paper (international conference proceedings)

Taiwan PingTung 2023.07.17 - 2023.07.19

DOI： 10.1109/ICCE-Taiwan58799.2023.10227070

Scopus

Other Link： https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85174944409&origin=inward

A METHOD FOR IMPROVING THE ACCURACY OF SFM 3D MEASUREMENTS BY RANDOM PATTERN PROJECTION Reviewed

SUGANO Miki, KAKIZAKI Ken’ichi, TOMINAGA Yasumasa, ARAKI Shunsuke

AIJ Journal of Technology and Design ( Architectural Institute of Japan ) 29 ( 71 ) 533 - 537 2023.02

Language：Japanese Publishing type：Research paper (scientific journal)

SfM can reconstruct the 3D shape of an object with high accuracy if there are many feature points on the surface to be measured. However, in the field of architecture, there is a problem that building surfaces are beautifully preserved and the shape cannot be reconstructed because of the small number of feature points. In this study, we proposed a method to improve the measurement accuracy of SfM by projecting a random pattern on a wall surface and distributing a large number of feature points. Experiments confirmed that the measurement accuracy was as good as that of a laser scanner.

DOI： 10.3130/aijt.29.533

CiNii Research

Damage Detection of the RC Building in TLS Point Clouds Using 3D Deep Neural Network Reviewed

SHAO Wanpeng, KAKIZAKI Ken'ichi, ARAKI Shunsuke, MUKAI Tomohisa

Journal of the Japan Society for Precision Engineering ( The Japan Society for Precision Engineering ) 89 ( 1 ) 70 - 76 2023.01

Language：English Publishing type：Research paper (scientific journal)

Nowadays, it is possible to capture the whole surface areas of buildings in three-dimensional point clouds using laser scanners. However, it is still challenging to find the damaged areas of the building data automatically. The objective of the study is to investigate the use of deep neural networks in combination with the building data captured by the terrestrial laser scanner for damage detection. The post-seismic building data for our experiments is from a structural lab. To find out what kinds of DNNs are useful for damage detection, the deep neural networks we choose are PointNet and PointNet++ (MSG, MRG, and SSG). Since innovative DNNs can only directly operate on small 3D rigid models, we transform the detection problem into a classification problem by voxelizing the whole façade before feeding into the 3D DNNs. Meanwhile, we find a pair of optimal parameters after investigating the impact of different point sizes and voxel sizes on detection results. By comparison, we perform a point-based classification by Random Forest to highlight the effectiveness of our approach.

DOI： 10.2493/jjspe.89.70

CiNii Research

Other Link： https://www.jstage.jst.go.jp/article/jjspe/89/1/89_70/_pdf

Reflections Removal Produced by Multiple Transparent and Reflective Glass Objects in TLS Measurements Reviewed International journal

Shao W., Kakizaki K., Araki S., Mukai T.

Proceedings - International Computer Software and Applications Conference 2023-June 370 - 379 2023.01

Identification of Transparent and Specular Reflective Windows from Terrestrial Laser Scanner Data with Intensity Values Reviewed International journal

Wanpeng Shao, Ken'ichi Kakizaki, Shunsuke Araki, Tomohisa Mukai

Proc. of 2022 IEEE International Conference on Consumer Electronics-Taiwan (ICCE-TW) 1 - 2 G1(Intelligent Multimedia Processing and Analysis)-1 2022.07

A Study on Parameters of Piecewise Logistic Map over Large Integers and Processing Time Reviewed International journal

Ryo Inoue, Takeru Miyazaki, Shunsuke Araki, Satoshi Uehara

Proc. of 2022 IEEE International Conference on Consumer Electronics-Taiwan (ICCE-TW) 1 - 2 C5(Advanced Cryptography and its Applications)-3 2022.07

A Study on a DDH-Based Keyed Homomorphic Encryption Suitable to Machine Learning in the Cloud Reviewed International journal

Takuya Tsuruta, Shunsuke Araki, Takeru Miyazaki, Satoshi Uehara, Ken'ichi Kakizaki

Proc. of 2022 IEEE International Conference on Consumer Electronics-Taiwan (ICCE-TW) 1 - 2 C5(Advanced Cryptography and its Applications)-2 2022.07

Inspection Support System for Aging Buildings Using Virtual Reality Technology Reviewed International journal

Wanpeng Shao, Ayumu Sasaki, Ken'ichi Kakizaki, Shunsuke Araki, Tomohisa Mukai

Proc. of 2022 IEEE International Conference on Consumer Electronics-Taiwan (ICCE-TW) 1 - 2 A5(Virtual Reality, Augmented Reality, and Displays)-1 2022.07

Improving Motivation Control in Personal Software Process Education Course with a Qualitative Approach Reviewed International journal

Kusakabe Shigeru, Araki Shunsuke, Katamine Keiichi, Umeda Masanobu

International Journal of Learning Technologies and Learning Environments ( International Institute of Applied Informatics ) 5 ( 1 ) 1 - 14 2022.02

A HIGH-PRECISION 3D LASER MEASUREMENT METHOD BASED ON ESTIMATION OF TRUE VALUES BY HIGH-DENSITY MEASUREMENTS AND CALCULATION OF DIFFERENCES BETWEEN MEASUREMENT DATA OF TWO TIMES Reviewed

KAKIZAKI Ken’ichi, MUKAI Tomohisa, ARAKI Shunsuke

AIJ Journal of Technology and Design ( Architectural Institute of Japan ) 28 ( 68 ) 515 - 520 2022.02

Language：Japanese Publishing type：Research paper (scientific journal)

3D laser measurement has a problem that the measurement precision is not sufficient for damage analysis of buildings. In addition, when there is an unevenness in the measurement target, it is difficult to distinguish whether it is an initial shape or damage. In this paper, we propose a method to reduce the measurement error by processing the high-density laser measurement data with statistical methods. In addition, we propose a method to detect the damaged area by comparing the initial shape data of the measured object with the newly measured data.

DOI： 10.3130/aijt.28.515

Scopus

CiNii Article

CiNii Research

Other Link： https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85125016347&origin=inward

Automated Two-Stage Approach for Damage Detection of Surface Defects in Historical Buildings Reviewed International journal

Shao W., Kakizaki K., Araki S., Mukai T.

Proceedings - 2022 IEEE 46th Annual Computers, Software, and Applications Conference, COMPSAC 2022 1816 - 1821 2022.01

A Study on the Creation of 3D Models of Cultural Properties by SfM Using an Elaborate Diorama of a Non-Existing Excavation Site Reviewed International journal

Miki Sugano, Wanpeng Shao, Ken'ichi Kakizaki, Shunsuke Araki

Proc. of The 20th International Conference on Computer and Information Technology (CIT-2021) (IEEE Computer Society Press) ( IEEE ) 2021.12

Damage Detection of the RC Building in TLS Point Clouds Using 3D Deep Neural Network PointNet++ Reviewed International journal

Shao W., Kakizaki K., Araki S., Mukai T.

Proceedings - 23rd IEEE International Symposium on Multimedia, ISM 2021 39 - 42 2021.11

A Study on Relationship Between Period and Number of Divisions in Piecewise Logistic Map over Integers Reviewed International journal

Eguchi S., Miyazaki T., Uehara S., Araki S., Nogami Y.

2021 IEEE International Conference on Consumer Electronics-Taiwan, ICCE-TW 2021 2021.09

A Study on Digital Watermarks for Audio Signals Using Phase of Frequency Signals in Addition to the Other Methods Reviewed International journal

Takahashi K., Miyazaki T., Araki S., Uehara S., Nogami Y.

2021 IEEE International Conference on Consumer Electronics-Taiwan, ICCE-TW 2021 2021.09

A Study on Control Parameter and Output Sequence of the Logistic Map over Integers for Pseudorandom Number Generation Reviewed International journal

Osono G., Araki S., Miyazaki T., Uehara S., Kakizaki K.

2021 IEEE International Conference on Consumer Electronics-Taiwan, ICCE-TW 2021 2021.09

Authorship：Corresponding author Language：English Publishing type：Research paper (international conference proceedings)

Taiwan (オンライン) Penghu 2021.09.15 - 2021.09.17

DOI： 10.1109/ICCE-TW52618.2021.9603001

Scopus

Other Link： https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85123046543&origin=inward

A Study on Use of Machine Learning to Evaluate the Security of Common Key Cryptosystem Reviewed International journal

Inomata A., Araki S., Kakizaki K.

2021 IEEE International Conference on Consumer Electronics-Taiwan, ICCE-TW 2021 2021.09

Authorship：Corresponding author Language：English Publishing type：Research paper (international conference proceedings)

Taiwan (オンライン) Penghu 2021.09.15 - 2021.09.17

DOI： 10.1109/ICCE-TW52618.2021.9602938

Scopus

Other Link： https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85123051008&origin=inward

A Study on Randomness of Sequences Obtained from Piecewise Logistic Map over Integers Reviewed International journal

Eguchi S., Miyazaki T., Araki S., Uehara S., Nogami Y.

Proceedings of 2020 International Symposium on Information Theory and its Applications, ISITA 2020 451 - 455 2020.10

A Study on Binary Sequences Located in Hadamard Matrices of Order 2n Reviewed International journal

Nakano K., Takahashi K., Uehara S., Miyazaki T., Araki S., Nogami Y.

Proceedings of 2020 International Symposium on Information Theory and its Applications, ISITA 2020 460 - 464 2020.10

A Proposal of a New Statistical Testing Framework for Random Number Generators Reviewed

Muraoka Hideyuki, Okutomi Hidetoshi, Araki Shunsuke, Kakizaki Ken'ichi

Transactions of the Japan Society for Industrial and Applied Mathematics ( The Japan Society for Industrial and Applied Mathematics ) 30 ( 3 ) 226 - 248 2020.01

Authorship：Corresponding author Language：Japanese Publishing type：Research paper (scientific journal)

Abstract. This paper proposes a new statistical testing framework for random number generators. First, we show that the evaluation of "generators" using NIST SP.800-22, which is widely used today, is incomplete. Next, we show that the statistical evaluation of the generator can be interpreted as a "random sampling" evaluation and give some examples of random-sampling-tests. After that, under the assumption that the test will be repeated many times, this paper proposes a new framework of statistical testing for generators where the testing procedure and final judgement rules are clearly defined. Finally, we show some examples using the proposed framework.

DOI： 10.11540/jsiamt.30.3_226

CiNii Article

CiNii Research

Other Link： https://ci.nii.ac.jp/naid/130007907739

Relations between Evaluations of NIST Tests and Lyapunov Exponents of Sequences Generated by the Piecewise Logistic Map over Integers Reviewed

Eguchi S., Miyazaki T., Araki S., Uehara S., Nogami Y.

2019 9th International Workshop on Signal Design and its Applications in Communications, IWSDA 2019 2019.10

Properties of Knuth's Quadratic Congruential Sequences with Modulus m = 2W p Reviewed International journal

Miyazaki T., Araki S., Kawase K., Uehara S., Nogami Y.

2019 9th International Workshop on Signal Design and its Applications in Communications, IWSDA 2019 2019.10

FPGA implementation of ECDSA for Blockchain Reviewed

Tachibana S., Araki S., Kajihara S., Azuchi S., Nakajo Y., Shoda H.

2019 IEEE International Conference on Consumer Electronics - Taiwan, ICCE-TW 2019 2019.05

Design of a message authentication protocol for CAN FD based on chaskey lightweight MAC Reviewed

Carel G., Isshiki R., Kusaka T., Nogami Y., Araki S.

Proceedings - 2018 6th International Symposium on Computing and Networking Workshops, CANDARW 2018 267 - 271 2018.12

A Study on Computational Methods of the Logistic Map over Integers for a Pseudorandom Number Generator Reviewed

486 - 489 2018.10

A Secure Protocol Consisting of Two Different Security-Level Message Authentications over CAN Reviewed

Akiyoshi Tashiro, Hideyuki Muraoka, Shunsuke Araki, Ken'ichi Kakizaki, Satoshi Uehara

2017 3rd IEEE International Conference on Computer and Communications (ICCC) 1520 - 1524 2017.12

A study on a secure protocol against tampering and replay attacks focused on data field of CAN Reviewed

Araki S., Tashiro A., Kakizaki K., Uehara S.

2017 IEEE International Conference on Consumer Electronics - Taiwan, ICCE-TW 2017 247 - 248 2017.07

Homomorphisms from the Logistic Map to the Quadratic Maps Over $Z_p$ Reviewed

230 - 233 2016.11

A Biased Distribution of Truncated Values in the Logistic Map Over Integers Reviewed

234 - 237 2016.11

A design guide of renewal of a parameter of the logistic map over integers on pseudorandom number generator Reviewed

Araki S., Muraoka H., Miyazaki T., Uehara S., Kakizaki K.

Proceedings of 2016 International Symposium on Information Theory and Its Applications, ISITA 2016 817 - 821 2016.10

Occurrence rate per bit for any control parameter on the logistic map over integers Reviewed

Muraoka H., Araki S., Miyazaki T., Uehara S., Kakizaki K.

Proceedings of 2016 International Symposium on Information Theory and Its Applications, ISITA 2016 822 - 826 2016.10

An improved extraction method of individual building wall points from mobile mapping system data Reviewed

Zeng X., Araki S., Kakizaki K.

2016 6th International Conference on Innovative Computing Technology, INTECH 2016 365 - 370 2016.08

Occurrence Rate per Bit for Outputs on the Logistic Map over Integers Reviewed

Shunsuke ARAKI, Takeru MIYAZAKI, Satoshi UEHARA and Ken'ichi KAKIZAKI

Transactions of the Japan Society for Industrial and Appklied Mathematics 25 ( 3 ) 191 - 206 2015.09

Initial Values Entering Into an Element Zero with Period One for Logistic Maps Over Integers Reviewed

722 - 726 2014.10

A Study on Distance Between Two Sequences by the Logistic Map over Integers with Slightly Different Parameters Reviewed

64 - 67 2013.10

A Study on the Lyapunov Exponents of Sequences Generated by the Logistic Map over integers Reviewed

2013.10

Distribution of the Loops on the Logistic maps over Integers for the Control Parameter Reviewed

620 - 624 2012.10

A Study on Precision of Pseudorandom Number Generators Using the Logistic Map Reviewed

740 - 744 2012.10

Relations between Periods and Control Parameters in the Logistic Maps over Integer Reviewed

21 - 24 2011.10

Rounding Logistic Maps over Integers and the Properties of the Generated Sequences Reviewed

E94-A ( 9 ) 1817 - 1825 2011.09

Some Properties of Logistic Maps over Integers Reviewed

Takeru MIYAZAKI,Shunsuke ARAKI,Satoshi UEHARA

IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Science E93-A ( 11 ) 2258 - 2265 2010.11

A Study on Differences in Properties of the Logistic Maps over Integers Affected by Rounding Reviewed

Takeru MIYAZAKI,Shunsuke ARAKI,Satoshi UEHARA

International Symposium on Information Theory and its Applications(ISITA2010) 2010.10

Suitable Representation of Values on the Logistic Map with Finite Precision Reviewed

Shunsuke ARAKI,Takeru MIYAZAKI,Satoshi UEHARA,Ken'ichi KAKIZAKI

International Symposium on Information Theory and its Applications(ISITA2010) 2010.10

A Study on Initial Values of the Logistic Map over Integers Reviewed

Shunsuke ARAKI,Takeru MIYAZAKI,Satoshi UEHARA

The Fourth International Workshop on Signal Design and Its Applications in Communications 161 - 164 2009.10

A Study on Relations between Loops in Sequences Generated by the Logistic Map over Integers and Real Numbers Reviewed

Takeru MIYAZAKI,Shunsuke ARAKI,Satoshi UEHARA

The Fourth International Workshop on Signal Design and Its Applications in Communications 165 - 168 2009.10

A Study on Occurrence Rates per Bit for the Logistic Map over Integers Reviewed

Shunsuke ARAKI,Takeru MIYAZAKI,Satoshi UEHARA

2008 International Symposium on Information Theory and its Applications 2008.12

Period and Link Length of the Logistic Map over Integers Reviewed

Takaeru MIYAZAKI,Shunsuke ARAKI,Satoshi UEHARA

2008 International Symposium on Information Theory and its Applications 2008.12

Analysis for Pseudorandom Number Generations Using Logistic Map Reviewed

Shunsuke Araki,Takeru Miyazaki,Satoshi Uehara

Proceedings of the 2006 International Symposium on Information Theory and Its Applications 2006.11

Visualization of 3D Urban Models from 2D Drafts and Urban Planning Regulations Reviewed

Shunsuke Araki,Hajime Sasaki,Ken'ichi Kakizaki

Visualization of 3D Urban Models from 2D Drafts and Urban Planning Regulations 36 - 45 2005.06

Improvement of Tseng et al.'s authenticated encryption scheme with message linkages Reviewed

Z.Zhang,S. Araki,G. Xiao

Applied Mathematics and Computation 162 1475 - 1483 2005.04

EduMap3D -A Three-Dimensional GIS for School Education- Reviewed

Jyunya OTSU,Hajime SASAKI,Shunsuke ARAKI,Ken'ichi KAKIZAKI

Proceedings of the Tenth International Conference on Virtural Systems and Mulrimedia 499 - 505 2004.11

A Confirmer Signature Based on the Nyberg-Rueppel Signature and Its Applications Reviewed

Shunsuke ARAKI,Takeru MIYAZAKI

2004 International Symposium on Information Theory and Its Applications 2004.10

Multiple Distributions in Kumar-Rajagopalan-Sahai Scheme Reviewed

Shunsuke ARAKI,Takashi SATOH,Takeru MIYAZAKI,Satoshi UEHARA

The 2002 International Symposium on Information Theory and Its Applications 2002.10

An RSA-Based Selective Conertible Undeniable Signature Scheme Reviewed

Takeru MIYAZAKI,Shunsuke ARAKI,Takashi SATOH,Satoshi UEHARA

The 2002 International Symposium on Information Theory and Its Applications 2002.10

A Nyberg-Rueppel Signature for Multiple Messages and Its Batch Verification Reviewed

Proceeding on Information Security Conference 220 - 228 2002.10

An Application of Mambo-Usuda-Okamoto Proxy Signature Schemes Reviewed

Shunsuke ARAKI,Kyoki IMAMURA

2000 International Symposium on Information Theory and its Applications 215 - 218 2000.11

The Limited Verifier Signature and Its Application Reviewed

S. Araki,S. Uehara,K. Imamura

the IEICE Trans. Fundamentals E82-A ( 1 ) 63 - 68 1999.04

A Unified Method for Realizing Three Types of Restricted Confirmer Signatures Using Nyberg-Rueppel Message Recovery Signatures Reviewed

Proceeding on the International Workshop CrypTEC'99 105 - 113 1999.04

The Limited Verifier Signature and Its Applications Reviewed

the IEICE Trans. Fundamentals. E82-A ( (]G0001[) ) 63 - 68 1999.04

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Papers - ARAKI Shunsuke