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JST PRESTO Privacy-Preserving Data Analysis Across Web and IoT
Yuichi Sei Profile
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RESEARCHER

清雄一の写真 清雄一の写真

The University of Electro-Communications
Professor, Department of Infomatics,
Graduate School of Infomatics and Engineering

728, West10, 1-5-1 Chofugaoka, Chofu, Tokyo, 1828585, Japan

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RESEARCH TOPICS

Agents

01
  • Artifitial intelligence
  • Knowledge processing
  • Multi-agent cooperation
  • Planning

Agents are programs and models that autonomously gather information on the network on behalf of users and make decisions in a resourceful manner. They can process large amounts of data and respond to unpredictable situations.
Achieving flexibility like human intelligence is the ultimate goal of our research.

Knowledge Web

02
  • Semantic Web
  • Linked Open Data (LOD)
  • Ontology

This research is conducted to analyze the vast amount of data scattered across the Web, extract useful meaning, and connect it to new value.
We are developing technologies to loosely link and cross-analyze disparate data.

Intelligent software engineering

03
  • Self-adaptation
  • Goal-oriented requirements engineering
  • Review mining

The goal of this research is to reduce the cost of developing and operating increasingly large software systems while meeting the ever-changing needs of the marketplace. We aim to develop useful software that makes full use of advanced theory, such as self-adaptive systems that autonomously change their behavior in response to changing conditions to achieve their own ultimate goals.

Data mining

04
  • Machine learinng
  • Text mining
  • Privacy-presreving data mining

We are exploring technologies that collect various types of open data to understand real-world situations in real time. While aiming to provide detailed analysis and appropriate services as needed, we are also developing technologies to analyze large amounts of data while protecting privacy and preventing the unexpected leakage of personal information due to the accumulation and linking of information originating from individuals.

ACHIEVEMENTS

Books

Location Information Privacy Protection Method Considering Human Presence Probability, chapter in book "Artificial Intelligence and Blockchain Technology in Modern Telehealth Systems"

Riho Isawa, Yuicih Sei, Yasuyuki Tahara, Akihiko Ohsuga, Agbotiname Lucky Imoize
The Institution of Engineering and Technology (IET), 2024

A Lightweight Algorithm for Detection of Fake Incident Reports in Wireless Communication Systems, chapter in book "Security and Privacy Schemes for Dense 6G Wireless Communication"

Yuichi Sei, Akihiko Ohsuga, Agbotiname Lucky Imoize
The Institution of Engineering and Technology (IET), 2023

Local Differential Privacy for Artificial Intelligence of Medical Things, chapter in book "Handbook of Security and Privacy of AI Enabled Healthcare Systems and Internet of Medical Things"

Yuichi Sei, Akihiko Ohsuga, J. Andrew Onesimu, Agbotiname Lucky Imoize
CRC Press (Taylor & Francis), 2023

Statistical Test with Differential Privacy for Medical Decision Support Systems, chapter in book "Explainable Artificial Intelligence in Medical Decision Support Systems"

Yuichi Sei, Akihiko Ohsuga, Agbotiname Lucky Imoize
The Institution of Engineering and Technology (IET), 2022

Journals

2023
2022
2021
2020
2019
2017
2016
2015
2008

International Conferences

2023

GAN Inversion with Editable StyleMap

So Honda, Ryohei Orihara, Yuichi Sei, Yasuyuki Tahara and Akihiko Ohsuga
15th International Conference on Agents and Artificial Intelligence (ICAART), Vol.3, pp.389-396,2023

Investigation of Pitch Risk Model Using Goal and Assist Information and Pitch Control

Yuya Jingushi, Yuichi Sei, Yasuyuki Tahara and Akihiko Ohsuga
15th International Conference on Agents and Artificial Intelligence (ICAART), 2023

2022

Inspection of the classifying performance of the deepfake voices by the latest text-to-speech models

Yuta Yanagi, Ryohei Orihara, Yasuyuki Tahara, Yuichi Sei, Tanel Alumäe, Akihoko Ohsuga
2nd Interdisciplinary Conference on Mechanics, Computers and Electrics (ICMCE), 2022

IoT Machine Learning on Differentially Private Data

Yuichi Sei
2nd International Conference on AI and Machine Learning, 2022

Proposal of middleware to support the development of IoT firmware analysis tools

Minami Yoda, Shuji Sakuraba, Yuichi Sei, Yasuyuki Tahara and Akihiko Ohsuga
14th International Joint Conference on Knowledge-Based Software Engineering (JCKBSE), 2022

Anonymized Questionnaire Analysis with Differential Privacy for Large-Scale Crowdsourcing

Yuichi Sei and Akihiko Ohsuga
4th International Conference on Big Data and Cloud Computing (ICBDCC), Disruptive Technologies for Big Data and Cloud Applications, Lecture Notes in Electrical Engineering, Vol.905, Springer, pp.11-18,2022

Detection of Plaintext Login Information in Firmware

Minami Yoda, Shuji Sakuraba, Yuichi Sei, Yasuyuki Tahara and Akihiko Ohsuga
9th IEEE International Conference on Consumer Electronics-Taiwan (ICCE-TW), pp.523-524,2022

Prosody Transfer from a Small Amount of Voice using Fine Tuning

Taiga Tokushima, Ryohei Orihara, Yuichi Sei, Yasuyuki Tahara, and Akihiko Ohsuga
2nd International Conference on Advanced Research in Computing (ICARC), pp.37-42,2022

Versatile Automatic Piano Reduction Generation System by Deep Learning

Yuki Hoshi, Ryohei Orihara, Yuichi Sei, Yasuyuki Tahara, and Akihiko Ohsuga
2nd International Conference on Advanced Research in Computing (ICARC), pp.66-71,2022

Detecting Hardcoded Login Information from User Input

Minami Yoda, Shuji Sakuraba, Yuichi Sei, Yasuyuki Tahara and Akihiko Ohsuga
40th IEEE International Conference on Consumer Electronics (ICCE), pp.104-105,2022

2021

Sender Reputation Construction Method using Sender Authentication

Shuji Sakuraba, Minami Yoda, Yuichi Sei, Yasuyuki Tahara, Akihiko Ohsuga
1st IEEE International Conference on Data Science and Computer Application (ICDSCA), pp.369-373,2021

Interlayer augmentation in a classification task

Satoru Mizusawa, Yuichi Sei
4th IEEE International Conference on Computing, Electronics & Communications Engineering (iCCECE), pp.59-64,2021

Improvement of Legitimate Mail Server Detection Method using Sender Authentication

Shuji Sakuraba, Minami Yoda, Yuichi Sei, Yasuyuki Tahara, Akihiko Ohsuga
18th IEEE/ACIS International Conference on Software Engineering, Management and Applications (SERA), pp.10-14,2021

Acquisition of Cooperative Behavior in a Soccer Task Using Reward Shaping

Takashi Abe, Ryohei Orihara, Yuichi Sei, Yasuyuki Tahara, Akihiko Ohsuga
5th International Conference on Innovation in Artificial Intelligence (ICIAI), pp.145-150,2021

2020

Ontology-Based Correlation Detection Among Heterogeneous Data Sets: A Case Study of University Campus Issues

Yuto Tsukagoshi, Shusaku Egami, Yuichi Sei, Yasuyuki Tahara, Akihiko Ohsuga
3rd IEEE International Conference on Artificial Intelligence and Knowledge Engineering (AIKE), pp.25-32,2020

A Defense Method against Poisoning Attacks on IoT Machine Learning Using Poisonous Data

Tomoki Chiba, Yuichi Sei, Yasuyuki Tahara, Akihiko Ohsuga
3rd IEEE International Conference on Artificial Intelligence and Knowledge Engineering (AIKE), pp.84-91,2020

Stack performance improvement of stacked U-Net

Satoru Mizusawa, Yuichi Sei, Akihiko Ohsuga
9th IEEE Joint International Information Technology and Artificial Intelligence Conference (ITAIC), pp.2055-2060,2020

Codewords Detection in Microblogs Focusing on Differences in Word Use Between Two Corpora

Takuro Hada, Yuichi Sei, Yasuyuki Tahara, Akihiko Ohsuga
3rd IEEE International Conference on Computing, Electronics & Communications Engineering (iCCECE), pp.103-108,2020

Detection of the hardcoded login information from socket symbols

Minami Yoda, Shuji Sakuraba, Yuichi Sei, Yasuyuki Tahara, Akihiko Ohsuga
3rd IEEE International Conference on Computing, Electronics & Communications Engineering (iCCECE), pp.33-38,2020

Fake News Detection with Generated Comments for News Articles

Yuta Yanagi, Ryohei Orihara, Yuichi Sei, Yasuyuki Tahara, Akihiko Ohsuga
24th IEEE International Conference on Intelligent Engineering Systems (INES), pp.85-90,2020

Why Do Users Choose a Hotel over Others? Review Analysis Using Interpretation Method of Machine Learning Models

Takayuki Onogawa, Ryohei Orihara, Yuichi Sei, Yasuyuki Tahara, Akihiko Ohsuga
5th IEEE International Conference on Big Data Analytics (ICBDA), pp.354-362,2020

Adaptation Plan Policy in Traffic Routing for Priority Vehicle

Krishna Priawan Hardinda, Yuichi Sei, Yasuyuki Tahara, Akihiko Ohsuga
2nd International Conference on Artificial Intelligence in Information and Communication (ICAIIC), pp.113-118,2020

2019

Privacy-preserving IoT Data Mining

Yuichi Sei
Conference on Intelligent Computing, Communication & Applied Technologies, 2019

Mis.Config: Finding Misreferred Configuration Bugs In Web Application Using Thin Slicing

Minami Yoda, Yuichi Sei, Yasuyuki Tahara, Akihiko Ohsuga
18th IEEE/ACIS International Conference on Intelligence Science, post proceedings in "Studies in Computational Intelligence", Springer, pp.47-64,2019

Self-Adaptation for Heterogeneous Client-Server Online Games

Satoru Yamagata, Hiroyuki Nakagawa, Yuichi Sei, Yasuyuki Tahara, Akihiko Ohsuga
18th IEEE/ACIS International Conference on Intelligence Science, post proceedings in "Studies in Computational Intelligence", Springer, pp.65-79,2019

Multi-task Deep Reinforcement Learning with Evolutionary Algorithm and Policy Gradients Method in 3D Control Tasks

Shota Imai, Yuichi Sei, Yasuyuki Tahara, Ryohei Orihara, Akihiko Ohsuga
4th IEEE/ACIS International Conference on Big Data, Cloud Computing, Data Science & Engineering, post proceedings in "Studies in Computational Intelligence", Springer, pp.19-32,2019

Trajectory Anonymization: Balancing Usefulness about Position Information and Timestamp

Tomoki Chiba, Yuichi Sei, Yasuyuki Tahara, Akihiko Ohsuga
10th IFIP International Conference on New Technologies, Mobility & Security (NTMS), pp.1-6,2019

Model smoothing using virtual adversarial training for speech emotion estimation

Toyoaki Kuwahara, Yuichi Sei, Yasuyuki Tahara, Ryohei Orihara, Akihiko Ohsuga
4th IEEE/ACIS International Conference on Big Data, Cloud Computing, Data Science & Engineering, pp.60-64,2019

Do You Like the Sclera?: Sclera-Region Detection in Line Drawings for Automated Colorization

Masashi Aizawa, Yuichi Sei, Yasuyuki Tahara, Ryohei Orihara, Akihiko Ohsuga
4th IEEE/ACIS International Conference on Big Data, Cloud Computing, Data Science & Engineering, pp.118-123,2019

"Never fry carrots without cutting." Cooking Recipe Generation from Videos Using Deep Learning Considering Previous Process

Tatsuki Fujii, Yuichi Sei, Yasuyuki Tahara, Ryohei Orihara, Akihiko Ohsuga
4th IEEE/ACIS International Conference on Big Data, Cloud Computing, Data Science & Engineering, pp.124-129,2019

2018

Anonymization and Analysis of Horizontally and Vertically Divided User Profile Databases with Multiple Sensitive Attributes

Yuki Ina, Yuichi Sei, Yasuyuki Tahara, Akihiko Ohsuga
13th IEEE International Conference on Service Operations and Logistics, and Informatics (SOLI), pp.262-267,2018

2017

Privacy-Preserving Data Collection and Sharing for Big Data

Yuichi Sei, Akihiko Ohsuga
International Conference for Top and Emerging Computer Scientists (IC-TECS), 2017

User Participatory Construction of Open Hazard Data for Preventing Bicycle Accidents

Ryohei Kozu, Takahiro Kawamura, Shusaku Egami, Yuichi Sei, Yasuyuki Tahara, Akihiko Ohsuga
7th Joint International Semantic Technology Conference (JIST), pp.289-303,2017

Proposal of l-Diversity Algorithm Considering Distance between Sensitive Attribute Values

Keiichiro Oishi, Yuichi Sei, Yasuyuki Tahara, Akihiko Ohsuga
8th IEEE Symposium on Computational Intelligence and Data Mining (CIDM), pp.2065-2072,2017

Privacy-Preserving Chi-Squared Testing for Genome SNP Databases

Yuichi Sei, Akihiko Ohsuga
39th International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), pp.3884-3889,2017

2016

Privacy-Preserving Publication of Deep Neural Networks

Yuichi Sei, Hiroshi Okumura, Akihiko Ohsuga
2nd IEEE International Conference on Data Science and Systems (DSS), pp.1418-1425,2016

Linked Data Collection and Analysis Platform for Music Information Retrieval

Yuri Uehara, Takahiro Kawamura, Yuichi Sei, Yasuyuki Tahara, Akihiko Ohsuga
6th Joint International Semantic Technology Conference (JIST), pp.127-135,2016

Schema Design of Illegally Parked Bicycles LOD

Shusaku Egami, Takahiro Kawamura, Yuichi Sei, Yasuyuki Tahara, Akihiko Ohsuga
4th International Conference on Smart Computing and Artificial Intelligence (SCAI) in IIAI International Congress on Advanced Applied Informatics (IIAI-AAI), pp.692-697,2016

Privacy Preservation for Participatory Sensing Applications

Yuichi Sei, Akihiko Ohsuga
30th IEEE International Conference on Advanced Information Networking and Applications (AINA), pp.653-660,2016

Sake Selection Support Application for Countryside Tourism

Teruyuki Iijima, Takahiro Kawamura, Yuichi Sei, Yasuyuki Tahara, Akihiko Ohsuga
CompleXity: Technology for Complex Urban Systems in the 49th Hawaii International Conference on System Sciences (HICSS), 2016

Visualization of Open Urban Data for Illegally Parked Bicycles

Shusaku Egami, Takahiro Kawamura, Yuichi Sei, Yasuyuki Tahara, Akihiko Ohsuga
CompleXity: Technology for Complex Urban Systems in the 49th Hawaii International Conference on System Sciences (HICSS), 2016

2015

(l1, ..., lq)-diversity for Anonymizing Sensitive Quasi-Identifiers

Yuichi Sei, Takao Takenouchi, Akihiko Ohsuga
14th IEEE International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom), pp.596-603,2015

Estimation of Character Diagram from Open-Movie Databases for Cultural Understanding

Yuta Ohwatari, Takahiro Kawamura, Yuichi Sei, Yasuyuki Tahara, Akihiko Ohsuga
9th IEEE International Conference on Semantic Computing (ICSC), pp.208-215,2015

2014

Locating Malicious Agents in Mobile Wireless Sensor Networks

Yuichi Sei, Akihiko Ohsuga
17th Principles and Practice of Multi-Agent Systems (PRIMA), pp.206-221,2014

Towards Software Evolution for Embedded Systems Based on MAPE Loop Encapsulation

Hiroyuki Nakagawa, Takumitsu Kudo, Yuichi Sei, Yasuyuki Tahara, Akihiko Ohsuga
8th IEEE International Conference on Self-Adaptive and Self-Organizing Systems (SASO), pp.203-204,2014

Randomized Addition of Sensitive Attributes for l-diversity

Yuichi Sei, Akihiko Ohsuga
11th International Conference on Security and Cryptography (SECRYPT), pp.350-360,2014

Refinement of Ontology-constrained Human Pose Classification

Kazuhiro Tashiro, Takahiro Kawamura, Yuichi Sei, Hiroyuki Nakagawa, Yasuyuki Tahara, Akihiko Ohsuga
8th IEEE International Conference on Semantic Computing (ICSC), pp.60-67,2014

Transformation Approach from KAOS Goal Models to BPMN Models Using Refinement Patterns

Hiroki Horita, Kozo Honda, Yuichi Sei, Hiroyuki Nakagawa, Yasuyuki Tahara, Akihiko Ohsuga
29th ACM Symposium on Applied Computing (SAC), pp.1023-1024,2014

2013

Towards semi-automatic identification of functional requirements in legal texts for public administration

Yutaka Yoshida, Kozo Honda, Yuichi Sei, Hiroyuki Nakagawa, Yasuyuki Tahara, Akihiko Ohsuga
26th International Conference on Legal Knowledge and Information Systems (JURIX), pp.175-184,2013

Classification of Idol Photography Based on Pose Guide Ontology

Kazuhiro Tashiro, Takahiro Kawamura, Yuichi Sei, Hiroyuki Nakagawa, Yasuyuki Tahara, Akihiko Ohsuga
3rd Joint International Semantic Technology Conference (JIST), PD4,2013

Context-aware Music Recommendation with Serendipity Using Semantic Relations

Mian Wang, Takahiro Kawamura, Yuichi Sei, Hiroyuki Nakagawa, Yasuyuki Tahara, Akihiko Ohsuga
3rd Joint International Semantic Technology Conference (JIST), pp.17-32,2013

False Event Detection for Rare Events in Wireless Sensor Networks

Yuichi Sei, Akihiko Ohsuga
6th International Conference on Advanced Computer Theory and Engineering (ICACTE), Article No. 5 (8 pages),2013

False Event Detection for Mobile Sinks in Wireless Sensor Networks

Yuichi Sei, Akihiko Ohsuga
3rd European Intelligence and Security Informatics Conference (EISIC), pp.52-59,2013

2011

Information Sharing System on Open Education Materials for Computing Curriculum

Jun Iio, Yuichi Sei, Tomoharu Shimizu, Fumihiro Kumeno
3rd Asia Regional OpenCourseWare and Open Education Conference, pp.13-16,2011

2009

Distributed Arrays: A P2P Data Structure for Efficient Logical Arrays

Daisuke Fukuchi, Christian Sommer, Yuichi Sei, Shinichi Honiden
28th IEEE Conference on Computer Communications (INFOCOM), pp.1458-1466,2009

Reporter node determination of replicated node detection in wireless sensor networks

Yuichi Sei, Shinichi Honiden
3rd International Conference on Ubiquitous Information Management and Communication (ICUIMC), pp.566-573,2009

2008

Energy-Efficient Event Detection in 3D Wireless Sensor Networks

Susumu Toriumi, Yuichi Sei, Shinichi Honiden
1st IFIP Wireless Days Conference, pp.1-5,2008

2007

Resilient Security for False Event Detection without Loss of Legitimate Events in Wireless Sensor Networks

Yuichi Sei, Shinichi Honiden
9th International Symposium on Distributed Objects, Middleware, and Applications (DOA), pp.454-470,2007

Ringed Filters for Peer-to-Peer Keyword Searching

Yuichi Sei, Kazutaka Matsuzaki, Shinichi Honiden
16th International Conference on Computer Communications and Networks (ICCCN), pp.772-779,2007

Flexible Bloom Filters for Searching Textual Objects

Yuichi Sei, Kazutaka Matsuzaki, Shinichi Honiden
6th International Workshop on Agents and Peer-to-Peer Computing (AP2PC), pp.110-121,2007

2006

Reduction of the communication traffic for multi-word searches in DHTs

Yuichi Sei, Kazutaka Matsuzaki, Shinichi Honiden
4th International Conference on Intelligent Agents, Web Technologies and Internet Commerce (IAWTIC), pp.14-19,2006

AWARDS

2022

Funai Information Technology Award

Yuichi Sei
Research on privacy-preservving IoT data collection and analysis framework

4th IEEE International Conference on Computing, Electronics & Communications Engineering (iCCECE), Best Paper Award

Satoru Mizusawa and Yuichi Sei
Interlayer augmentation in a classification task

IPSJ/IEEE Computer Society Young Computer Researcher Award

Yuichi Sei
Outstanding Research on Privacy-Preserving Web/IoT Data Analysis

2019

APSCIT Outstanding Research Achievement Award

Yuichi Sei

2018

IEEE Computer Society Japan Chapter Young Author Award

Yuichi Sei
Anonymization of Sensitive Quasi-Identifiers for l-diversity and t-closeness

IEEE Signal Processing Society Japan Young Author Best Paper Award

Yuichi Sei
Differential Private Data Collection and Analysis Based on Randomized Multiple Dummies for Untrusted Mobile Crowdsensing

2017

APSCIT Outstanding Research Achievement Award

Yuichi Sei

IPSJ Outstanding Paper Award

Yuichi Sei, Takao Takenouchi, Akihiko Ohsuga
An Efficient Algorithm for Encrypted Text Searching in Cloud Computing

JSCE Hydroscience and Hydraulic Engineering Best Paper Award

Masayuki Hitokoto, Masaaki Sakuraba, Yuichi Sei
Development of the Real-Time River Stage Prediction Method Using Deep Learning

2014

Joint International Semantic Technology Conference, Best Poster Award

Ryohei Yoko, Takahiro Kawamura, Yuichi Sei, Yasuyuki Tahara and Akihiko Ohsuga
News Recommendation based on Semantic Relations between Events

2013

Joint International Semantic Technology Conference, Best Poster & Demo Award

Kazuhiro Tashiro, Takahiro Kawamura, Yuichi Sei, Hiroyuki Nakagawa, Yasuyuki Tahara and Akihiko Ohsuga
Classification of Idol Photography Based on Pose Guide Ontology

JST PRESTO
Research on Privacy-Preserving Data Analysis Platform
for Web and IoT

Accurate data analysis
while protecting personal information

Details