Programming Language And Secure Software Lab.
About PLASS
[2024-12] Researcher Saleh's paper "Enhancing Deep Learning-based Side-channel Analysis Using Feature Engineering in a Fully Simulated IoT System" is published in the Expert Systems with Applications(IF 7.5, Q1)
[2024-11] Researcher Saleh's paper "Privacy-Preserving Synthetic Data Generation Method for IoT-Sensor Network IDS Using CTGAN" is published in the Sensors journal(IF 3.4, Q2)
[2024-09] A new member joins the PLASS lab. (Doctor's course: Nnubia Pascal Nnamdi, HAO YU, Master's course: Seungun Park, Turgneuve)
[2024-08] Research professor Aria Seo's paper "Enhanced Vision-Based Taillight Signal Recognition for Analyzing Forward Vehicle Behavior" is published in the Sensors journal(IF 3.4, Q2)
[2024-08] Research professor Aria Seo's paper "Software Weakness Detection in Solidity Smart Contracts Using Control and Data Flow Analysis: A Novel Approach with Graph Neural Networks" is published in the Electronics journal(IF 2.6, Q2)
[2024-03] A new member joins the PLASS lab. (Master's course: Siyeon Kwon, Hyunsu Kim, Yotan Xin)
[2023-10] Researcher Saleh's paper "Generating Synthetic Dataset for ML-Based IDS Using CTGAN and Feature Selection to Protect Smart IoT Environments" is published in the Applied Sciences journal(IF 2.838, Q2)
[2023-09] Researcher Hao Yu's paper "Motility Analysis of Diaphragm in Patients With Chronic Pulmonary Lung Disease Based on Computed Tomography Technique" was published in the IEEE Access journal (IF 3.9, Q2)
[2023-08] A paper by a Nubia researcher has been selected for the Best Presentation Award at The 20th World Congress of the International Fuzzy Systems Association (IFSA 2023)
[2023-03] A new member joins the PLASS lab. (Master's course: MinSuh Seo, Yilitabai Abulizi, Joshi Isha)
[2023-03] Researcher Nguyen Dinh Huong's paper "False Alarm Reduction Method for Weakness Static Analysis Using BERT Model" is published in the Applied Sciences journal(IF 2.838, Q2)
[2023-02] A new member joins the PLASS lab. (Lab Intern: Nayeon Koh)
[2022-09] A new member joins the PLASS lab.(Master's course: Jingbo Wang, Cheng Zhang, Shuming Cui, Lab Intern: Yeonjoo Hong)
[2022-06] Researcher Seung-hyun Woo's paper was selected as the best thesis at the academic conference of the Korean Smart Safety Association.
[2022-04] Researcher Seung-hyun Woo's paper was selected as the best thesis at the Spring Conference of the Korean Intelligence System Association.
[2022-04] Researcher Muyoung cheong's paper was selected as the best thesis at the Spring Conference of the Korean Multimedia Association.
[2022-03] Selected for the second stage of the National Research Foundation of Korea’s Convergence Leading Research Center project.
[2022-02] Ministry of Science and ICT selects a customized research and development project for security sites
[2022-02] A new member joins the PLASS lab. (Master's course: Seunghyun Woo, Hyeonjin Jeon, Jiseok Yang, Lab Intern: Seungheon Lee)
[2021-12] Researcher Kyungjae Kim's thesis was selected as the best thesis at the Autumn Conference of the Korean Multimedia Association
[2021-08] Research Professor Aria Seo has been appointed to PLASS Lab.
[2021-07] A new member joins the PLASS lab. (Master's course: Zhang Yang, Lab Intern: Seungun Park, Ju-Yeong Lee)
[2021-05] Selected as a data construction project for AI learning by the Korea Intelligent Information Society Agency.
[2021-05] Researcher Nguyen Dinh Huong, Kim Kyung-jae's thesis was selected as the best thesis at the Autumn Conference of the Korean Multimedia Association.
[2021-04] Researcher Donghyo Kim's paper "Two-Level Blockchain System for Digital Crime Evidence Management" was published in the Sensors journal (IF 3.275, Q1).
[2021-03] A new member joins the PLASS lab. (Doctor’s course: Saleh Sami Alabdulwahhab, Master's course: Bhat Yadnika Amit)
[2021-02] Research professor Sun-Young Ihm has assumed the esteemed role of a track teacher within the Department of Computer Engineering at Pai Chai University.
[2021-02] Research professor Sun-Young Ihm has appointment as a Sejong Fellow by the National Research Foundation of Korea.
[2021-02] A new member joins the PLASS lab. (Doctor’s course: Young-seok Kim, Master's course: Nguyen Dinh Huong, Hao Yu, Lab Intern: Heesu Kim)
[2021-01] Researcher Donghyo Kim's paper "Multilateral Personal Portfolio Authentication System Based on Hyperledger Fabric" was published in ACM Transactions on Internet Technology.
Professor
Advisor professor
Professor Yunsik Son
Research Areas
Secure Compiler & Virtual Machine
Secure Coding
Binary Code Weakness Analysis
Secure Smart Contract on Blockchain
Research professor
Professor Aria Seo
Research Areas
Cyber Physical System
Context Awareness Information
Evalutation System
Realistic Media System
Research Field
Ongoing Research Projects
High-Performance Knowledge System Development
Development of AI security enhancement techniques for the CARE knowledge platform.
Analysis and mitigation of security weaknesses in IoT environments.
Creation of static analysis tools for detecting IoT-specific security weaknesses.
Study on implementing an Eye Protection System Instruction within the CARE Platform via Smart Contracts.
A Study on Smart Contract Security Enhancement for CARE Platform
Development of Smart Community Policing System (Googi)
Development of a Crime Prediction Model.
Building and upgrading heterogeneous security big data platforms.
Development of Personal Information De-identification Techniques to Preserve Characteristic Values.
Development of multi-object tracking and path prediction techniques in drone images.
Development of Intelligent CCTV System for Special Purposes in Detention Center
Data collection related to suicide and self-hurt for model learning.
Development of an Abnormal Behavior (suicide, self-hurt) Detection Model Based on Image and Skeleton Data.
Model validation through continuous advancement and field demonstration.
A Study on Diaphragm Motility in Patients with Chronic Lung Disease (COPD) Using Computed Tomography
Development of diaphragm 3D restoration techniques from CT data.
Development of techniques to analyze diaphragm outliers in patients with COPD through restored 3D diaphragm analysis.
A Study on the Sequence Error Correction of Deep Learning-Based Assembly Instruction
Implementation of an assembly instruction sequence dataset generator for deep learning
Implementation of error correction technology existing in side channel attack results using deep learning technology such as sequence model and error correction model
Concluded Research Projects
AI Learning Data Construction Support Initiative Video Dataset: Abnormal Behavior in Residential and Public Spaces
Establishing realistic scenarios and constructing comprehensive video datasets showcasing abnormal behavior in residential and public spaces
Performed 1-cycle validation utilizing AI models to validate the constructed training dataset
Developed a prototype utilizing the training data
Datasets 'Video Data of Abnormal Behavior in Residential and Public Spaces(link)' can be assessed via the AI-Hub
Development of Multipeer Image Conference Optimization Technology Based on WebRTC (BRIDGE+)
Development of WebRTC based image conference optimization technology
Creation of a prototype for testing multipeer image conference optimization technology
Research and implementation of techniques ensuring Quality of Service (QoS) and stable video conferences in multi-peer and edge environments
Evaluation and stress testing of WebRTC Optimization Technology using predefined evaluation indicators
Analysis of Security Weaknesses and Function Summary Information Generation Technology for Binary Files
Restoration of source code through reverse engineering
Static analysis of C/C++ binary codes using assembly language
Investigation of source code control flows and data flows.
Development of a binary analysis automation model leveraging deep learning
Reconfiguring Type Information for Security Weakness Analysis in Binary Files
Study on Type Information Reconstruction Techniques removed during compilation
Development of a Type Information Reconstruction Model utilizing Deep Neural Networks
Development of Insulin Dose Prediction Model in Hospitalized Patients
Development of insulin dose prediction models in hospitalized patients using heterogeneous medical data fusion and deep neural networks
Analyzing/learning treatment information for diabetic patients to establish insulin dose prediction model
Semantic analysis of medical records for a clinical decision support system based on data mining technology.
Development of SW Technology Portfolio Management and Multilateral Authentication Services using Blockchain
Configuring the DK-educhain Blockchain Infrastructure Based on Permissioned Blockchain
Building a distributed P2P network environment.
Establishing a Distributed Identification System
Implementing and securing smart contracts.
Conducting security-related vulnerability analysis and implementing countermeasures
SW Verification Tool Results Conversion API Study Objective
Static analyzer testing for security weakness detection capabilities inherent in C/C++ programs
Comparison and evaluation of characteristics of static analyzers based on static analyzer testing
Development of an API to harness static analyzer capabilities and systematic history management
Expansion and Enhancement of SW Development Security Application
Development of a security guide for source code-based security definitions
Expansion of SW Development Security Application
Revision of SW Security Pharmacy Standards.
Development of embedded security weakness diagnostic guides
Online Adaptive-Edu Technology Development for SW Security Experts (LINC+ Technology Development Project 2020)
Engine development for website security vulnerability analysis based on OWASP Top10
Docker-based online practice framework development.
Creation of a system for customized security training.
Configuration of an eco-friendly practice system environment using an online Web IDE.
On-Device Augmented Intelligence MedBrain Development (Human Plus Convergence Research Challenge Project)
Development of AI source technology for medical data analysis.
Building AI medical advisors for acute/chronic disease management.
Development of AI Medical Advisor for emergency patient management and prognosis prediction based on multimodal monitoring
Development of Distributed Virtual Machines and Intelligent Offloading Techniques for Smart Edge Computing
Development of deep learning-based profiler techniques.
Creation of Distributed Virtual Machine Execution Module and Virtual Machine Synchronization Techniques.
Development of graph-based deep learning prediction techniques for determining optimal offloading timing.
Establishment of a Terminal-Cloud Convergence Execution Environment.
Development of Chatbot-Based Emotional Analysis Monitoring Techniques for User Mental Health Analysis
Definition of an Emotional Scoring System for User Mental Health Assessment.
Building a Chatbot Emotional Conversation Scenario.
Emotional Analysis in Conversations through Natural Language Processing Based on Artificial Intelligence Models.
Pelvic/Teeth Image Analysis for Identity and Feature Classification
Crime Information Image Processing.
Development of a Deep Learning-Based Identification Model.
Determination of victim age using deep neural networks and development of a Gender Estimation Model.
A Study on advance safe S/W production technology
Development of practical training content to acquire effective security weakness knowledge
Provides practice content, example code, code editor, etc. organized within the practice environment so that theory and practice education can be carried out simultaneously
Research Environment
Shared equipment
File/Data Storage Server
GPU Server
Workstation PC
Personal equipment
High-end Workstation PC
Publications
Journal Papers Publishing List (SCI/SCIE)
Saleh Alabdulwahab, Muyoung Cheong, Aria Seo, Young-Tak Kim, Yunsik Son, "Enhancing deep learning-based side-channel analysis using feature engineering in a fully simulated IoT system", Expert Systems with Applications, vol. 266, 126079, 2025 (IF 7.5, Q1)
Saleh Alabdulwahab, Young-Tak Kim, and Yunsik Son, "Privacy-Preserving Synthetic Data Generation Method for IoT-Sensor Network IDS Using CTGAN", Sensors, vol. 24, no. 22, 7389, 2024 (IF 3.4, JCR Q2)
Aria Seo, Seunghyun Woo, and Yunsik Son, "Enhanced Vision-Based Taillight Signal Recognition for Analyzing Forward Vehicle Behavior", Sensors, vol. 24, no. 16, 5162, 2024 (IF 3.4, JCR Q2)
Aria Seo, Young-Tak Kim, Ji Seok Yang, YangSun Lee, and Yunsik Son, "Software Weakness Detection in Solidity Smart Contracts Using Control and Data Flow Analysis: A Novel Approach with Graph Neural Networks" Electronics, vol. 13, no. 16, 3162, 2024 (IF 2.6, JCR Q2)
Saleh Alabdulwahab, Young-Tak Kim, Aria Seo, and Yunsik Son, "Generating Synthetic Dataset for ML-Based IDS Using CTGAN and Feature Selection to Protect Smart IoT Environments" Applied Sciences, vol. 13, no. 19, 10951, 2023. (IF 2.838, JCR Q2)
Hao Yu, Nnubia Pascal Nnamdi, Aria Seo, Jinkyeong Park, and Yunsik Son, "False Alarm Reduction Method for Weakness Static Analysis Using BERT Model" Applied Sciences, vol. 13, no. 6, 3502, 2023. (IF 3.9, JCR Q2)
Dinh Huong Nguyen, Aria Seo, Nnubia Pascal Nnamdi, and Yunsik Son, "False Alarm Reduction Method for Weakness Static Analysis Using BERT Model" Applied Sciences, vol. 13, no. 6, 3502, 2023. (IF 2.838, JCR Q2)
Donghyo Kim, Sun-Young Ihm, Yunsik Son, "Two-Level Blockchain System for Digital Crime Evidence Management" Sensors 2021, vol. 21, no. 9, issue 3051, pp. 1-17, 2021. (IF 3.576, JCR Q1)
Junho Jeong, Donghyo Kim, Sun-Young Ihm, Yangsun Lee, Yunsik Son, "Multilateral Personal Portfolio Authentication System Based on Hyperledger Fabric", ACM Transactions on Internet Technology (TOIT), vol. 21 no. 1, pp. 1-17. 2021. (IF 4.146, JCR Q3)
Junho Jeong, Joong Yeon Lim, Yunsik Son, "A Data Type Inference Method Based on Long Short-Term Memory by Improved Feature for Weakness Analysis in Binary Code," Future Generation Computer Systems, vol. 100, pp. 1044-1052, 2019. (IF 7.187, JCR Q1)
Junho Jeong, Jong Wha J. Joo, Yangsun Lee, Yunsik Son, "Secure Cloud Storage Service Using Bloom Filters for the Internet of Things," IEEE Access, vol. 7, pp. 60897-60907, 2019. (IF 5.916, JCR Q1)
Yunsik Son, Junho Jeong, YangSun Lee, "Design and implementation of an IoT-cloud converged virtual machine system," The Journal of Supercomputing, pp. 1-17, 2019. (IF 2.496, JCR Q2)
Jin-Woo Jung, Byung-Chul So, Jin-Gu Kang, Dong-Woo Lim, Yunsik Son, "Expanded Douglas-Peucker Polygonal Approximation and Opposite Angle-Based Exact Cell Decomposition for Path Planning with Curvilinear Obstacles," Applied Sciences, vol. 9. no. 4, 638, pp. 1-17, 2019. (IF 2.474, JCR Q2)
Yunsik Son, Seung-Bo Lee, Hakseung Kim, Eun-Suk Song, Hyub Huh, Marek Czosnyka, Dong-Joo Kim, "Automated artifact elimination of physiological signals using a deep belief network: An application for continuously measured arterial blood pressure waveforms," Information Sciences, vol. 456, pp. 145-158, 2018. (IF 5.524, JCR Q1)
Yunsik Son, Junho Jeong, YangSun Lee, "An Adaptive Offloading Method for an IoT-Cloud Converged Virtual Machine System Using a Hybrid Deep Neural Network," Sustainability, vol. 10. no. 11, 3955, pp. 1-15, 2018. (IF 2.87, JCR Q2)
Hakseung Kim, Seung-bo Lee, Yunsik Son, Marek Czosnyka, Dong-joo Kim, "Hemodynamic Instability and Cardiovascular Events After Traumatic Brain Injury Predict Outcome After Artifact Removal With Deep Belief Network Analysis," Journal of neurosurgical anesthesiology, vol. 30. no. 4, pp. 347-353, 2018. (IF 2.957, JCR Q2)
Hakseung Kim, Hack-Jin Lee, Young-Tak Kim, Yunsik Son, Peter Smielewski, Marek Czosnyka, Dong-Joo Kim, "Novel index for predicting mortality during the first 24 hours after traumatic brain injury," Journal of neurosurgery, vol. 131. no. 6, pp. 1887-1895, 2018. (IF 4.130, JCR Q1)
Junho Jeong, Yangsun Lee, Uduakobong George Offong, Yunsik Son, "A Type Information Reconstruction Scheme Based on Long Short-Term Memory for Weakness Analysis in Binary File," International Journal of Software Engineering and Knowledge Engineering, vol. 28. no. 9, pp. 1267-1286, 2018. (IF 0.644, JCR Q4)
YangSun Lee, Junho Jeong, Yunsik Son, "Design and Implementation of the Secure Compiler and Virtual Machine for Developing Secure IoT Services," Future Generation Computer Systems, vol. 76, pp. 350-357, 2017. (IF 4.639, JCR Q1)
Yunsik Son, MyoungHwan Joung, Yong-Wook Lee, Oh-Heum Kwon, Ha-Joo Song, "Tag Localization in a Two-Dimensional RFID Tag Matrix," Future Generation Computer Systems, vol. 76, pp. 384-390, 2017. (IF 4.639, JCR Q1)
Yunsik Son, Yangsun Lee, "Offloading Method for Efficient Use of Local Computational Resources in Mobile Location-Based Services Using Clouds," Mobile Information Systems, vol. 2017, 1856329, pp. 1-9, 2017. (IF 0.958, JCR Q3)
Yunsik Son, Junho Jeong, Yangsun Lee, "Automatic Optimizer Generation Method Based on Location and Context Information to Improve Mobile Services," Mobile Information Systems, vol. 2017, 2835163, pp. 1-7, 2017. (IF 0.958, JCR Q3)
Yunsik Son, Sun-Young Ihm, Aziz Nasridinov, Young-Ho Park, "Adaptive convex skyline: a threshold-based project partitioned layer-based index for efficient-processing top-k queries in entrepreneurship applications," Journal of Supercomputing, vol. 72. no. 11, pp. 4262-4275, 2016. (IF 1.326, JCR Q2)
Dong-Joo Kim, Hakseung Kim, Eun-Jin Jeong, Hack-Jin Lee, Marek Czosnyka, Yunsik Son, Byung-Jo Kim, Zofia Czosnyka, "Spectral analysis of intracranial pressure: Is it helpful in the assessment of shunt functioning in-vivo?," Clinical neurology and neurosurgery, vol. 142, pp. 112-119, 2016. (IF 1.381, JCR Q4)
Journal Papers Publishing List (SCOPUS)
Junho Jeong, Donghyo Kim, Byoungdo Lee, Yunsik Son, "Design and Implementation of a Digital Evidence Management Model Based on Hyperledger Fabric." Journal of Information Processing Systems vol. 16, No. 4, pp. 760-773, 2020.
Sangsoo Kim, Yunsik Son, Yangsun Lee. "A Study on the Security Weakness Analysis of Chaincode on Hyperledger Fawbric and Etheum Blockchain Framework," Journal of Green Engineering (JGE), vol. 10, no. 9, 2020.
Junho Jeong, Yunsik Son, Yangsun Lee, "A Study on the Secure Coding Rules for Developing Secure Smart Contract on Ethereum Environments," International Journal of Advanced Science and Technology, vol. 133, pp. 47-58, 2019.
Yunsik Son, Seman Oh, Yangsun Lee "Hybrid Deep Neural Network based Performance Estimation Method for Efficient Offloading on IoT-Cloud Environments ," International Journal of Grid and Distributed Computing vol. 11, No. 7, pp.23-30, 2018.
Junho Jeong., Dong Ha Park., Jun Young Lee, Uduakobong George Offong, Seman Oh, Yunsik Son "Design and Implementation of the Intelligent Convergence Security System for Hazard Event on IoT Environments ," International Journal of Grid and Distributed Computing vol. 11, No. 7, pp.23-30, 2018.
Junho Jeong, Junyoung Lee, Yunsik Son, "A Dynamically Linked Library Based Indirect Call Function Analysis for Detecting Banned API Usage in Binary Code," International Journal of Grid and Distributed Computing vol. 11, no. 3, pp.79-88 2018.
Jeong, Junho, Park, Dong-Ha, Son, YunSik, "An Implementation of IoT Intelligent Convergence Security Monitor for User Hazard Event Monitoring," International Information Institute (Tokyo). Information; Koganei vol. 21, no. 3, 2018.
Junho Jeong, Junyoung Lee, Yunsik Son, "A Study of Partial Image Classification of Vehicles Using Finger Gestures," International Journal of Grid and Distributed Computing vol. 11, no. 2, pp.111-122, 2018.
Journal Papers Publishing List (KCI)
신현후, 김동효, 장석민, 김경원, 정준호, 손윤식 "효과적인 신원확인을 위한 DCGANs 기반 치아 이미지 데이 터 생성 모델 연구," 한국지능시스템학회 논문지, Vol. 30 No 4, 265-271, 2020.
배은정, 손윤식, 임중연. "심층 학습을 활용한 가상 치아 이미지 생성 연구 -학습 횟수를 중심으로", 대한치과기공학회지 , Vol. 42 No 1 : pp.1-8, 2020
한용진,최수린,임중연, 임선영. "지진 분석 모델 기반 영외 사건사고 예측 연구." 한국군사학논집, Vol.76 No 3 :pp.119-144, 2020
김경원, 손윤식 "무기체계 소프트웨어의 보안성 강화를 위한 보안약점 분석 및 평가체계 연구", 한국군사학논집, Vol.77 No 1, pp. 426-459, 2021
Academic Conference Papers List
The Korean Association of SMART Policing(2024.06)
Hyunsu Kim - "스켈레톤 기반 실시간 자해 및 자살 행동 감지 연구"
JaeCheol Kim - "컨테이너화된 인프라를 사용한 통합 인공지능 플랫폼 설계"
IFSA 2023 International Conference(2023.08)
MinSuh Seo - "3D Dataset Generation for Airway Segmentation in Chest CT Imaging Based on Color Analysis and Double Threshold Setting Algorithm"
Nnubia Pascal Nnamdi - "CT-Based Airway Segmentation Using a Hybrid Level-set and Growing Seed Technique"
The Korean Association of SMART Policing(2023.06)
Seungheon Lee - "딥러닝 기반의 인구 밀집도 분석을 통한 사고 예방 시스템 연구"
Seunghyun Woo - "딥러닝 기반 차량 방향지시등 분류 연구"
Hyeonjin Jeon - "강인한 보행자 추적 기법"
ICAEIC 2023 International Conference(2023.02)
Jiseok Yang - "Anomaly Detection Model Based verification of Abnormal Behavior Learning Data in Detention Centers"
Nnubia Pascal Nnamdi - "Reducing Peripulmonary Outliers Using Algorithmic Approach for Simulating Human Diaphragmatic Movements"
ICFICE 2023 International Conference(2023.01)
Nguyen Dinh Huong - "A Study for reducing the false alarms of software weakness analyzer using the BERT model"
Korea Multimedia Society(2022.11)
Jiseok Yang - "안전한 S/W 제작을 위한 교육 콘텐츠 개발"
Hyeonjin Jeon - "드론 영상 내 노이즈에 강인한 보행자 이동경로 예측 기법"
Nnubia Pascal Nnamdi - "A Study on the Semi-Automated Segmentation Technique of Diaphragm in patients with chronic obstructive pulmonary lung disease"
Seungheon Lee - "옵티컬 플로우 알고리즘의 종류에 따른 성능 분석 연구"
Korean Institute of Intelligent System(2022.10)
Ju-Yeong Lee - "ART를 통한 데이터 위변조 공격 방어 기법 연구"
Seungheon Lee - "드론 영상 내 모션블러에 강인한 옵티컬 플로우 기반 객체 탐지 기법 연구"
Seunghyun Woo - "딥러닝을 통한 차량 방향지시등 상태 분류 시스템 연구"
CR 2022 International Conference(2022.07)
Kyungjae Kim - "A Study on the Video Conference System based on Web RTC "
Soo-Lyn Choi - "A Study on the Efficient Offloading Method based on Asynchronous Virtual Machine Code Execution"
Nguyen Dinh Huong - "A Study on the Smart Contract Weakness Analyzer for Secure Decentralized Applications in IoT Environment"
MITA 2022 International Conference(2022.07)
Muyoung Cheong - "A study on the criminal information collection and classification system for drug trafficking under the dark web"
Nguyen Dinh Huong - "A Survey on Weakness Analysis Methods for Secure Smart Contract"
The Korean Association of SMART Policing(2022.06)
Muyoung Cheong - "드론 영상 내 용의자 인상착의 특징을 통한 추적 방법 연구"
Seunghyun Woo - "딥러닝 기반의 드론 영상 내 개별 차량 특징 추출 및 분석을 통한 이상 주행 탐지 기법 연구"
Hyeonjin Jeon - "이상 보행자 탐지를 위한 드론 영상을 이용한 보행자 이동 경로 예측"
Meena Choe - "초해상도 얼굴 이미지 복원을 위한 Image Super-Resolution 및 GFP-GAN 연구"
Korean Institute of Intelligent System(2022.04)
Muyoung Cheong - "웹크롤러를 활용한 다크웹 내 마약 거래 정보 수집 시스템 연구"
Seunghyun Woo - "증강 현실 기반의 음성인식 시스템 구축 연구"
Korea Multimedia Society(2022.04)
Muyoung Cheong - "생체정보 기반의 다자간 연산을 통한 분산키 생성 방안 연구"
Ju-Yeong Lee - "CNN 기반 이미지 화질 및 배치 사이즈에 따른 상관관계 분석 연구"
Nnubia Pascal Nnamdi - "A Study on the Automatic Measurement of the Lung Lower Lobe mobility in patients with chronic pulmonary lung disease"
Nnubia Pascal Nnamdi - "A Study on Performance Optimization of WebRTC Based Video Conference"
Jiseok Yang - "얼굴 내 랜드마크를 활용한 거짓말 탐지 기법"
ISIS(2021.12)
Soo-Lyn Choi - "A study on the offloading method with asynchronous virtual machine code execution"
Korean Institute of Intelligent System(2021.11)
Soo-Lyn Choi - "엣지 컴퓨팅 환경 내 클라이언트-서버 비동기화를 통한 오프로딩 최적화 기법 연구"
Kyungjae Kim - "효율적인 AI 모델,서비스 관리를 위한 AI 플랫폼 구축방안 연구"
Korea Multimedia Society(2021.11)
Kyungjae Kim - "Web RTC 기반의 N대M 화상 컨퍼런스 영상 품질의 엣지간 최적화 기법 연구"
Hao Yu- "A Study on Computed Tomography Based Technique for Predicting Prognosis in Patients with Chronic Pulmonary Lung Disease "
Muyoung Cheong - "불법 거래 정보 수집을 위한 다크 웹 크롤링 기법 연구"
Heesu Kim - "ST-GCN 모델을 이용한 이상행동 학습데이터 구축 및 검증"
Bhat Yadnika Amit - "Synthetic Crime Data Generation Using TVAE (Tabular Variational Autoencoder)"
Nguyen Dinh Huong - "온라인 프로그래밍 문제은행 경진대회 시스템 연구"
Nguyen Dinh Huong - "블록체인 체인코드 보안약점 자동화 검사 기법"
The Korean Association of SMART Policing(2021.10)
Kyungjae Kim - "A study on the gender and age inference system through the pelvic auricle surface"
Muyoung Cheong - "A study on web crawling technology to collect drug advertisement information"
Heesu Kim - "A Study on Teeth Recognition and Teeth Image Similarity for Personal Identification using CNN"
MITA 2021 International Conference(2021.07)
Kyung-Won Kim - "Software weakness evaluation method for secure software development"
Yongjin Han - "A Study on predictive policing with the type of weapons based on the Epidemic Type Aftershock Sequence model"
Yongjin Han - "A Study on an asynchronous offloading method for virtual machine"
Korean Institute of Intelligent System(2021.04)
Yongjin Han - "프로그램 합성과 결함 위치 식별을 통한 자동 디버깅 기법 연구"
Soo-Lyn Choi - "쿠버네티스 기반의 프로그래밍 실습 시스템 설계 및 구현"
Korea Multimedia Society(2021.04)
Nguyen Dinh Huong - "온라인 프로그래밍 문제은행 자동채점 시스템 연구"
Soo-Lyn Choi - "AI 학습 데이터 내 개인 정보 보호를 위한 가상 이미지 대체 기법 연구"
Kyung-Won Kim - "체계적인 소프트웨어의 보안성 강화를 위한 가상 이미지 대체 기법 연구"
Kyung-Won Kim - "웹 IDE 기반의 비대면 특화시큐어 코딩 교육 및 훈련시스템 연구"
Kyungjae Kim - "Web RTC 기반의 화상 컨퍼런스 영상 품질 최적화 기법 연구"
Korean Institute of Intelligent System(2020.11)
Sukhyun Hong - "효율적인 ART 환경설정 기법 연구"
Korea Multimedia Society(2020.11)
Jin-Won Seo - "신원 식별을 위한 치아 인식 모델 기반 차트 자동화 기법"
Kyubin Park - "골반 귓바퀴면 검출을 위한 딥러닝 기반 데이터셋 생성 방법 연구"
Kyung-Won Kim - "보안약점 진단도구 및 웹 IDE를 활용한 시큐어코딩 훈련시스템"
Kyungjae Kim - "AI 보안을 위한 적대적 공격유형 및 연구 동향"
The Korean Association of SMART Policing(2020.10)
Kyubin Park - "Auricular Surface Detection for Identification Using Deep Learning"
Seokmin Chang - "A study on effective automatic classification of public dataset for use in deep learning"
Kyung-Won Kim - "A study on the web crawler-based crime data collection and analysis system"
Jin-Won Seo - "A Study on the GAN-based data augmentation technology for identity recognition using teeth"
Soo-Lyn Choi - "Web crawler-based crime keyword analysis for developing security index"
Yongjin Han - "A Predictive Policing with Epidemic Type Aftershock Sequence Model"
Korean Institute of Intelligent System(2020.10)
Hyunhoo Shin - "효과적인 신원확인을 위한 DCGANs 기반 치아 이미지 데이터 생성 모델 연구"
Korea Multimedia Society(2020.07)
Jin-Won Seo - "분산 환경 스마트 가상기계에서의 캐시를 활용한 문맥 정보 동기화 기법 연구"
Yongjin Han - "지연 계산법을 이용한 가상기계 최적화 연구"
Soo-Lyn Choi - "단말 장치의 자원 및 오프로딩 대상 실행성능 부하량 예측을 통한 효율적 오프로딩 시점 결정 기법 연구"
Soo-Lyn Choi - "소프트웨어 개발보안 역량 향상을 위한 시큐어코딩 훈련시스템 연구"
Korean Institute of Intelligent System(2020.06)
Jin-Won Seo - "딥러닝 기반 치아 인식 모델 연구"
Kyubin Park - "합성곱 신경망을 이용한 골반의 귓바퀴면 인식 연구"
ISIS(2019.12)
JongWook Jang - "A Study on the Classification of Crime Related News Articles Using LSTM"
Korea Multimedia Society(2019.11)
Kyung-Won Kim - "2019추계학술발표대회_범죄정보 수집을 위한 딥 웹 크롤링 기법 연구"
Kyung-Won Kim - "소프트웨어 보안약점의 객관적인 평가를 위한 평가체계 연구"
Donghyo Kim - "효과적인 범죄 디지털 증거 관리를 위한 웹 신원 인증 및 스마트 컨트랙트 연구"
Hyunhoo Shin - "소프트웨어 개발보안 적용 확대를 위한 국내 전자정부 정보화사업 현황 분석 연구"
Seokmin Chang - "SCALe 정적분석 결과 수집기 개선 연구"
Seokmin Chang - "범죄예방을 위한 세이프 존 추천 모바일 애플리케이션 연구"
The Korea Institute of Information Security and Cryptology(2019.06)
Kyung-Won Kim - "효과적인 임베디드 시스템 정적 분석을 위한 SCALe 정적 분석 수집기 연구"
Korea Multimedia Society(2019.05)
Kyung-Won Kim - "웹 크롤러 기반 온라인 불법거래 이용자 판단 방법론"
Seokmin Chang- "안드로이드 기기 메신저의 원본대화내용 수집방안연구"
JongWook Jang- "Word2vec과 CNN을 이용한 범죄 관련 뉴스기사 제목 분류 연구"
Korean Institute of Intelligent System(2019.04)
Donghyo Kim - "OpenCV를 활용한 범죄 이미지 내의 난독화된 텍스트 검출 모델"
Hyunhoo Shin- "난독화된 온라인 마약 광고의 텍스트 분석을 위한 역난독화 기법 연구"
IPIU(2019.02)
Hyunhoo Shin - “블록체인을 활용한 범죄 증거물 관리 시스템 모델”
Korea Multimedia Society(2018.11)
JongWook Jang - “블록체인을 활용한 개인 포트폴리오 다자간인증 서비스 모델”
Donghyo Kim - “온라인상에서 효과적인 데이터 수집을 위한 영상 내 난독화된 텍스트 분석 연구”
Hyunhoo Shin - “장단기 순환신경망을 위한 학습 데이터 생성 자동화 도구”
JoonYoung Lee - “프로그래밍 평가 및 관리를 위한 도커 기반 교육용 웹 통합 개발 환경 연구”
Digital Contents Society (2018.11)
Donghyo Kim - “온라인상의 효과적인 데이터 수집을 위한 동영상 내 텍스트 검출 기술 동향 연구“
JongWook Jang - ”웹 크롤러를 활용한 범죄 정보 수집 시스템 연구“
Korean Institute of Intelligent System (2018.10)
Hyunhoo Shin - “바이너리 파일에서 딥러닝을 이용한 복합 데이터 타입 분류 방법 연구”
Korea Multimedia Society (2018.05)
JoonYoung Lee - “PDF 파싱을 이용한 논문 정보 자료화 연구”
Seung-Yeon Lee - “Sawtooth를 사용한 원산지 검증 시스템 개발”
Donghyo Kim - “TreNet을 이용한 바이너리파일의 타입 추론 연구”
Uduakobong George Offong - “Type Inference of Complex Data Types using LSTM and Word2Vec”
JongWook Jang - “다양한 딥러닝 신경망에 관한 연구”
Hyunhoo Shin - “바이너리 파일을 위한 정수 오버플로우 분석기법”
Woohang Jang - “웹 애플리케이션 보안을 위한 스마트 퍼징 기법”
Hye-Rin Lee - “콘텐츠 유사도 기반 유사 문서 로그 추적 시스템”
MyeongHee Sohn - “퍼지 논리를 이용한 함수 의존도 기반 콘콜릭 유닛 테스팅 연구”
Members
Doctor’s course
Nnubia Pascal Nnamdi
•Research Areas
- Web Developer
- Secure Coding
•E-mail: nubee@dgu.ac.kr
HAO YU
•Research Areas
- Computer Vision
- Deep Learning
•E-mail: sohbmpethan@naver.com
Master's course
JaeCheol Kim
•Research Areas
- Program Analysis
- Compiler Construction
•E-mail: 2017111790@dgu.ac.kr
Hyunsu Kim
•Research Areas
- Data Analysis
- Deep Learning
•E-mail: qqaazz0222@dgu.ac.kr
MinSuh Seo
•Research Areas
- Data Analysis
- Data Management
•E-mail: smins98@dgu.ac.kr
Seungun Park
•Research Areas
- Information Security
- Secure Coding
•E-mail: cystem@dgu.ac.kr
Yeongseop Lee
•Research Areas
- Secure Coding
- Computer Security
•E-mail: youngseop1206@gmail.com
Minju Sung
•Research Areas
- Deep Learning
- Computer Security
•E-mail: ssmj94@hanmail.net
Yotan Xin
•Research Areas
- Computer Vision
- Deep Learning
•E-mail: 2024120412@dgu.ac.kr
Joshi Isha
•Research Areas
- Data Analysis
- Deep Learning
•E-mail: ishavjoshi@gmail.com
JIAKANG KUAI
•Research Areas
- Computer Vision
- Deep Learning
•E-mail: kuaijiakng@dgu.ac.kr
Turgneuve
•Research Areas
-Computer Vision
- Deep Learning
•E-mail: nurulloturgunov@dongguk.edu
Kholbajonov Mukhammady
•Research Areas
- Web Developer
- Deep Learning
•E-mail: muhammad95@dgu.ac.kr
Yadnika Bhat
•Research Areas
- Computer Security
- Deep Learning
•E-mail: ucslab123@dgu.ac.kr
Cui JinPing
•Research Areas
- Machine Learning
- Deep Learning
•E-mail: 17866504057@163.com
Alumni
Research professor
Junho Jeong(Professor of Computer Engineering at Dongguk University)
Sun-Young Ihm(Professor of Computer Engineering at Pai Chai University)
Master's graduate
Inhwan Yoo(개인 사업체 DEVA 운영/SW자문 및 개발공급)
Uduakobong George Offong
Donghyo Kim
JongWook Jang(지뉴소프트)
Hyunhoo Shin(MHN City)
Seokmin Chang(현대오토에버)
Kyung-Won Kim(스마일게이트 엔터테인먼트)
Yin Anxin
Zhang Yang
Hao Yu
Soo-Lyn Choi
Jingbo Wang
Cheng Zhang
Nguyen Dinh Huong
Kyungjae Kim
Muyeoung Cheong
Seunghyun Woo
Hyeonjin Jeon
Jiseok Yang(닥터송)
Nnubia Pascal Nnamdi(동국대학교 컴퓨터공학과 박사과정)
Undergraduate
Wonkee Lee(포항공과대학교 컴퓨터공학과 박사과정)
Ji-soo Park(금융결제원)
Hakjin Lee(DoAI)
Changnyeong Heo(롯데정보통신)
Dongkyun ko(KDB 산업은행)
Byeong-tae Kwon(현대모비스)
In-Nea Wang(고려대학교 뇌공학과 석박사통합과정)
Kwanghoon Choi(농협정보시스템)
Changmin Ahn(삼성전자 Samsung Research)
Jihyun Park(한국인터넷진흥원)
Dong-ha Park(LINE)
Hyeon-oh Jeong(파수닷컴)
Hyunseok Park(카카오)
Ye-seul Min(LG 전자)
MyeongHee Sohn(SK 하이닉스)
Hye-Rin Lee(SK 하이닉스)
Seung-Yeon Lee(IBM 코리아)
Soo-Lyn Choi(동국대학교 컴퓨터공학과 석사과정)
Seung young Yang(Toss)
Yongjin Han(University of California, Davis 컴퓨터공학과 석사과정)
Jin-Won Seo(삼성전자)
Kyubin Park(NAVER Cloud)
Nguyen Dinh Huong(동국대학교 컴퓨터공학과 석사과정)
Heesu Kim(고려대학교 인공지능학과 석사과정)
Seungun Park(Dongguk University ComputerㆍAI Master's Course)
Ju-Yeong Lee(LIG 넥스원)
Seungheon Lee(Samsung Electronics)
Yeonjoo Hong(POSTECH Computer Engineering Master's Course)
Nayeon Koh
Jaecheol Kim(Dongguk University ComputerㆍAI Master's Course)
Lab Activity
2024 Attending conferences and conferences
The Korean Association of SMART Policing (Jeju)
SIGPL Summer School (Suwon)
2023 Attending conferences and conferences
Korea Robotics Society (Pyeongchang)
ICAEIC (Thailand)
ICFICE (Vietnam)
2022 Attending conferences and conferences
SIGPL Summer School (Gwangju)
MITA (Jeju)
2021 Attending conferences and conferences
MITA ((Jeju)
2020 Attending conferences and conferences
Korea Multimedia Society (Jeju)
Korea Multimedia Society (Yeosu)
Korean Institute of Intelligent System (Jeonju)
2019 Attending conferences and conferences
SIGPL Summer School(Pyeongchang)
Korea Robotics Society (Pyeongchang)
SIGPL Winter School (Busan)
IPIU (Jeju)
2018 Attending conferences and conferences
Korea Multimedia Society
ICEIC (Hawai)
etc
4.19 Climbing Competition(2018. 04)
National Teacher Day (2019. 05)
Miscellaneous
Press
전자신문, 2021.12, 손윤식 동국대 융합교육원 역량계발센터장 "산업계 요구 맞는 SW교과 운영", https://m.etnews.com/20211221000067
Social Value, 2021.03, 유니크유엑스-동국대학교 PLASS 연구실, 산학협력 기술이전, https://www.socialvalue.kr/news/articleView.html?idxno=603124
AI타임스, 2021.02, 긴급해진 SW 보안 교육...동국대, 비대면 맞춤 교육 시스템 선도적 지원, http://www.aitimes.com/news/articleView.html?idxno=136884
보안뉴스, 2019.11, SW개발보안, 기관과 기업의 ‘체질계선’이 ‘목적’ , https://www.boannews.com/media/view.asp?idx=84215&kind=2
보안뉴스, 2019.07, SW개발보안 활성화 위해 산·학·연·관 뭉쳤다! 그 시작은 ‘소개딩’ , https://www.boannews.com/media/view.asp?idx=81180
Research Opportunities at PLASS LAB
Compiler Research
Programming Language Research
Software Security Research
Blockchain Security
Big Data Analysis in Healthcare and Crime
Experience Gain at PLASS LAB
Compiler-Related Research Experience
IT Security Weakness Analysis
esearch on Fourth Industrial Revolution Technologies
Web Project Development
For those interested in PLASS LAB
For those interested in PLASS LAB, please feel free to visit us at Dongguk University Seoul Campus New Engineering Center, Room No. 5109, or contact us via email at 2017111790@dgu.ac.kr.