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 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

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

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.