Summary
Overview
Work History
Education
Skills
Publications
Work Availability
Quote
Accomplishments
References
Timeline
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N'guessan Yves-Roland Douha

N'guessan Yves-Roland Douha

Doctoral Candidate
Nara ,Japan

Summary

Results-driven Ph.D. candidate (September 2023) in Information Science and Engineering with expertise in academic research, data science, and cybersecurity. Engaged in collaborative research endeavors with esteemed professors and published multiple impactful research papers. Skilled in machine learning model development and analysis, data analysis, and feature engineering. Experienced in security risk analysis with a strong interest in governance, risk, and compliance (GRC), risk advisory, and security consulting. Bilingual in French and English and conversational in Japanese, with a proven ability to thrive in dynamic and challenging environments.

Overview

9
9
years of professional experience
11
11
years of post-secondary education
3
3
Languages

Work History

Research Assistant

Nara Institute of Science and Technology
Nara
04.2020 - 03.2023
  • Conducted a cross-cultural study, collecting data and analyzing it using logit, ordered logit, and multinomial logit models in R to derive meaningful results.
  • Conducted a cost-benefit analysis using a game-theoretic approach to design efficient education programs for household security.
  • Assessed the threat level of smart-home stakeholders by utilizing the EBIOS Risk Manager approach.
  • Implemented multiclass classification using Gated Recurrent Unit (GRU) and Long Short-Term Memory (LSTM) algorithms for network anomaly detection in smart homes, achieving a detection accuracy of 98.95% with GRU and 93.46% with LSTM.
  • Conducted feature engineering analysis on GRU models, integrating self-attention, to detect anomalies in Internet of Things (IoT) datasets in the home environment.
  • Gathered, organized, and cleaned research data to generate informative graphs and charts that showcase findings.
  • Developed, adapted, and implemented research methods and experiments.
  • Conducted a comprehensive analysis utilizing statistical, qualitative, and quantitative techniques.
  • Peer-reviewed over 11 manuscripts for scientific publications.

Student Intern

KPMG Ignition Tokyo
Tokyo
07.2022 - 10.2022
  • Worked on relevant data privacy, encryption, data science, and machine learning projects.
  • Engaged in federated learning and privacy research.
  • Investigated machine learning techniques for synthetic data generation.
  • Worked on anomaly detection with high accuracy using machine learning models.
  • Completed research, analyzed datasets, and published results.
  • Demonstrated collaborative behavior and leadership.

Research Student

Nara Institute of Science and Technology
Nara
04.2019 - 09.2019
  • Identified issues, analyzed information, and provided solutions to problems.
  • Conducted comprehensive survey research including 203 references.

Student Intern

MITA IT SECURITY
Abidjan, Côte d’Ivoire
03.2018 - 07.2018
  • Development and Implementation of a Secure E-Learning Platform: A Case Study of MITA Academy.
  • Participation in Penetration Testing Assignments and Vulnerability Assessments.
  • Acquired operational expertise and supported departmental needs.

Document Analyst

N3XT Afrique
Abidjan, Côte d’Ivoire
07.2016 - 08.2016
  • ERP/SAP document analyst.
  • Prepared presentations using data collected and analyzed.

4G LTE Technician

MTN Côte d’Ivoire
Abidjan, Côte d’Ivoire
03.2016 - 04.2016
  • Migrated WIMAX devices to LTE 4G devices.
  • Provided post-sales service and customer support.
  • Created spreadsheets using Microsoft Excel for daily reporting.

Student Intern

AGOSOFT
Abidjan, Côte d'Ivoire
11.2015 - 01.2016
  • Developed and refined various graphic designs for websites and marketing materials.
  • Improved design skills through training and self-study.

Student Intern

UNILYONE
Abidjan, Côte d'Ivoire
10.2013 - 12.2013
  • As an intern web developer, successfully developed a fully functional and user-friendly chat and forum feature from scratch for the company.
  • Demonstrated proficiency in full-stack web development using technologies such as HTML, CSS, JavaScript, and PHP.

Education

Ph.D. - Information Science And Engineering

Nara Institute of Science And Technology
Ikoma City, Nara Prefecture, Japan
10.2020 - 09.2023

Master of Engineering - Information Science And Engineering

Nara Institute of Science And Technology
Ikoma City, Nara Prefecture, Japan
10.2019 - 09.2020

Intensive Japanese Language Course - Japanese Language

Osaka University
Suita City, Osaka Prefecture, Japan
10.2018 - 03.2019

Master of Information Technology (IT) - IT Security And Web Technologies

ESATIC: Ecole Supérieure Africaine Des TIC
Abidjan, Republic Of Cote D'Ivoire
09.2016 - 08.2018

Bachelor - Software Engineering

Groupe ETIC
Abidjan, Côte D'Ivoire
09.2014 - 08.2016

Higher National Diploma - Computer Software Developer

Institut LKM
Abidjan, Côte D'Ivoire
09.2011 - 08.2014

Skills

Information Security [(ISC)² Certified in Cybersecurity (05/2023)]

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Publications

  • N’guessan Yves-Roland Douha, Karen Renaud, Yuzo Taenaka, Youki Kadobayashi, "Smart Home Cybersecurity Awareness and Behavioral Incentives", Information and Computer Security, pp. 1-17, 2023, ISSN 2056-4961, https://doi.org/10.1108/ICS-03-2023-0032.
  • N'guessan Yves-Roland Douha, Masahiro Sasabe, Yuzo Taenaka, Youki Kadobayashi, "An Evolutionary Game Theoretic Analysis of Cybersecurity Investment Strategies for Smart-Home Users against Cyberattacks", Applied Sciences, Vol. 13, No. 7, 2023. https://doi.org/10.3390/app13074645.
  • N’guessan Yves-Roland Douha, Monowar Bhuyan, Shigeru Kashihara, Doudou Fall, Yuzo Taenaka, Youki Kadobayashi, "A survey on blockchain, SDN and NFV for the smart-home security", Internet of Things, Volume 20, 2022, 100588, ISSN 2542-6605, https://doi.org/10.1016/j.iot.2022.100588.
  • N'guessan Yves-Roland Douha, Doudou Fall, Yuzo Taenaka, Youki Kadobayashi, "Threat Level Assessment of Smart-Home Stakeholders Using EBIOS Risk Manager", In The Fifteenth International Conference on Emerging Security Information, Systems and Technologies (IARIA SECURWARE 2021), pp. 31-40, November 2021. (Accepted)
  • N'guessan Yves-Roland Douha, Bernard Ousmane Sane, Masahiro Sasabe, Doudou Fall, Yuzo Taenaka, Youki Kadobayashi, "Cost-benefit Analysis Toward Designing Efficient Education Programs for Household Security", In The Fifteenth International Conference on Emerging Security Information, Systems and Technologies (IARIA SECURWARE 2021), pp. 59-68, November 2021. (Accepted)
  • Yves-Roland Douha, Shun Yonamine, Yuzo Taenaka, Youki Kadobayashi, "Towards Creating A Defense Mechanism of IP Camera: Recognizing Potential Risks through Firmware Backdooring", 信学技報, vol. 119, no. 291, pp. 85–90, November 2019. (学生奨励賞受賞)

Work Availability

monday
tuesday
wednesday
thursday
friday
saturday
sunday
morning
afternoon
evening
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Quote

七転び八起き (Fall seven times; stand up eight).
Japanese proverb

Accomplishments

  • (ISC)² Certified in Cybersecurity (05/2023)
  • Conducted workshops on EBIOS Risk Manager at the Industrial Cyber Security Center of Excellence (ICSCoE) in Tokyo, Japan in 2022 and 2023.
  • Presented research on smart home security at the Fifteenth International Conference on Emerging Security Information, Systems and Technologies (SECURWARE 2021) held in Athens, Greece in 2021.
  • Received a Japanese Government (MEXT) Scholarship from 2018 to 2023 under the recommendation of the Japanese Embassy.
  • Received ESATIC’s Best Male Student Award in 2018
  • Received an Ivorian Government Scholarship from 2016 to 2018 under the recommendation of ESATIC, an esteemed educational institution in Côte d'Ivoire.

References

Dr. Youki Kadobayashi

Professor

Division of Information Science

Nara Institute of Science and Technology

8916-5 Takayama, Ikoma, Nara 630-0192, Japan.

Email: youki-k@is.naist.jp

Masatake Toyota

Director

KPMG Ignition Tokyo, Inc.

Otemachi Building 7F, 1-6-1 Otemachi, Chiyoda-ku, Tokyo 100-0004, Japan.

Dr. Moustapha Diaby

Professor

Division of Information Science
ESATIC
Treichville, Km4 Boulevard de Marseille, Abidjan, Côte d'Ivoire.

Email: moustapha.diaby@esatic.edu.ci

Timeline

Student Intern

KPMG Ignition Tokyo
07.2022 - 10.2022

Ph.D. - Information Science And Engineering

Nara Institute of Science And Technology
10.2020 - 09.2023

Research Assistant

Nara Institute of Science and Technology
04.2020 - 03.2023

Master of Engineering - Information Science And Engineering

Nara Institute of Science And Technology
10.2019 - 09.2020

Research Student

Nara Institute of Science and Technology
04.2019 - 09.2019

Intensive Japanese Language Course - Japanese Language

Osaka University
10.2018 - 03.2019

Student Intern

MITA IT SECURITY
03.2018 - 07.2018

Master of Information Technology (IT) - IT Security And Web Technologies

ESATIC: Ecole Supérieure Africaine Des TIC
09.2016 - 08.2018

Document Analyst

N3XT Afrique
07.2016 - 08.2016

4G LTE Technician

MTN Côte d’Ivoire
03.2016 - 04.2016

Student Intern

AGOSOFT
11.2015 - 01.2016

Bachelor - Software Engineering

Groupe ETIC
09.2014 - 08.2016

Student Intern

UNILYONE
10.2013 - 12.2013

Higher National Diploma - Computer Software Developer

Institut LKM
09.2011 - 08.2014
N'guessan Yves-Roland DouhaDoctoral Candidate