학술대회
|
2024 |
Anomaly Detection During Additive Processes for DLP 3D Printing
김혜진 International Conference on Advanced Communications Technology (ICACT) 2024, pp.1-3 |
|
|
학술대회
|
2023 |
Few-Shot Anomaly Detection with Adversarial Loss for Robust Feature Representations
이재영 British Machine Vision Conference (BMVC) 2023, pp.1-13 |
|
|
학술대회
|
2023 |
Intelligent Anomaly Detection System for Critical Network Infrastructure
정부금 International Conference on Information and Communication Technology Convergence (ICTC) 2023, pp.1410-1412 |
0 |
원문
|
학술지
|
2023 |
Anomaly detection of smart metering system for power management with battery storage system/electric vehicle
이상금 ETRI Journal, v.45 no.4, pp.650-665 |
6 |
원문
|
학술지
|
2023 |
Convolutional Autoencoder-Based Anomaly Detection for Photovoltaic Power Forecasting of Virtual Power Plants
박태섭 Energies, v.16 no.14, pp.1-20 |
1 |
원문
|
학술대회
|
2023 |
Anomaly Detection in Scientific Datasets using Sparse Representation
문애경 International Symposium on High-Performance Parallel and Distributed Computing (HPDC) 2023, pp.13-18 |
2 |
원문
|
학술대회
|
2023 |
Developing an Ultra-low Power RISC-V Processor for Anomaly Detection
박진아 Design, Automation & Test in Europe Conference (DATE) 2023, pp.1-2 |
1 |
원문
|
학술지
|
2023 |
3D Measurement Using a Single Image for Smart Manufacturing of Microscopic Products in a Ceramic Powder Pressing Process
김혜진 International Journal of Precision Engineering and Manufacturing-Green Technology, v.10 no.1, pp.233-243 |
3 |
원문
|
학술지
|
2023 |
An Enhanced AI-Based Network Intrusion Detection System Using Generative Adversarial Networks
박철희 IEEE Internet of Things Journal, v.10 no.3, pp.2330-2345 |
29 |
원문
|
학술대회
|
2022 |
A Behavior-similarity Measurement Scheme for Anomaly Detection in IoT Device Networks
정병호 International Conference on Internet (ICONI) 2022, pp.295-296 |
|
|
학술대회
|
2022 |
Anomaly Detection for Robotic Assembly
김혜진 International Conference on Information and Communication Technology Convergence (ICTC) 2022, pp.1667-1670 |
0 |
원문
|
학술대회
|
2022 |
Network Anomaly Detection based on Domain Adaptation for 5G Network Security
김현진 International Conference on Information and Communication Technology Convergence (ICTC) 2022, pp.976-980 |
1 |
원문
|
학술대회
|
2022 |
Displacement Detection of Wooden Cultural Properties Using Unsupervised Learning
박정우 International Conference on Consumer Electronics (ICCE) 2022 : Asia, pp.302-305 |
0 |
원문
|
학술대회
|
2022 |
Comparative study in anomaly diagnosis technique for time series data
김낙우 International Conference on Consumer Electronics (ICCE) 2022 : Asia, pp.401-403 |
0 |
원문
|
학술대회
|
2022 |
Zero-shot Fire And Arson Detection Using Textual Descriptions
전호범 International Conference on Information and Communication Technology Convergence (ICTC) 2022, pp.1563-1568 |
0 |
원문
|
학술대회
|
2022 |
Locality-based Time Series Data Augmentation for Multi-Sensor Internet Of Things Terminal
최강일 International Conference on Information and Communication Technology Convergence (ICTC) 2022, pp.1726-1728 |
0 |
원문
|
학술지
|
2022 |
Stabilizing Adversarially Learned One-Class Novelty Detection Using Pseudo Anomalies
무함마드 IEEE Transactions on Image Processing, v.31, pp.5963-5975 |
1 |
원문
|
학술대회
|
2022 |
Limiting Reconstruction Capability of Autoencoders Using Moving Backward Pseudo Anomalies
마셀라 International Conference on Ubiquitous Robots (UR) 2022, pp.248-251 |
0 |
원문
|
학술지
|
2022 |
Anomaly Detection Method for Drone Navigation System Based on Deep Neural Network
서성훈 Journal of Positioning, Navigation, and Timing, v.11 no.2, pp.109-117 |
|
원문
|
학술대회
|
2022 |
Generative Cooperative Learning for Unsupervised Video Anomaly Detection
무함마드 Conference on Computer Vision and Pattern Recognition (CVPR) 2022, pp.14744-14754 |
44 |
원문
|
학술지
|
2022 |
Cost-Sensitive Learning for Anomaly Detection in Imbalanced ECG Data Using Convolutional Neural Networks
주바이르 Sensors, v.22 no.11, pp.1-15 |
7 |
원문
|
학술대회
|
2022 |
Generalizing Skipping Frame Pseudo Anomaly Based Anomaly Detection Into Prediction Task
마셀라 통신 정보 합동 학술 대회 (JCCI) 2022, pp.1-1 |
|
|
학술지
|
2022 |
Multimodal layer surveillance map based anomaly detection using multi-agents for smart city security
신호철 ETRI Journal, v.44 no.2, pp.183-193 |
18 |
원문
|
학술대회
|
2022 |
Anomaly Detection and Reporting System for POS
윤장우 International Conference on Electronics, Information and Communication (ICEIC) 2022, pp.723-726 |
0 |
원문
|
학술대회
|
2022 |
Smart Metering System Capable of Anomaly Detection by Bi-directional LSTM Autoencoder
이상금 International Conference on Consumer Electronics (ICCE) 2022, pp.1-6 |
5 |
원문
|
학술대회
|
2021 |
Anomaly Detection based on User Feedback Learning using Multi-layered Surveillance Map
신호철 International Conference on Control, Automation and Systems (ICCAS) 2021, pp.1-2 |
|
|
학술대회
|
2021 |
Fast Anomaly Detection Model based on Long Sequences for Energy Storage Systems
남홍순 International Conference on Information and Communication Technology Convergence (ICTC) 2021, pp.1091-1094 |
2 |
원문
|
학술대회
|
2021 |
Collective AHU Anomaly Detection for Building Energy Optimization
김말희 International Conference on Information and Communication Technology Convergence (ICTC) 2021, pp.1780-1782 |
0 |
원문
|
학술대회
|
2021 |
Synthetic Temporal Anomaly Guided End-to-End Video Anomaly Detection
마셀라 International Conference on Computer Vision Workshops (ICCVW) 2021, pp.207-214 |
23 |
원문
|
학술대회
|
2021 |
An Approach for Utilizing Correlation among Sensors for Unsupervised Anomaly Detection of Wind Turbine System
이현용 International Conference on Information and Communication Technology Convergence (ICTC) 2021, pp.104-109 |
4 |
원문
|
학술대회
|
2021 |
An Anomaly Detection System via Moving Surveillance Robots with Human Collaboration
무함마드 International Conference on Computer Vision Workshops (ICCVW) 2021, pp.2595-2601 |
12 |
원문
|
학술대회
|
2021 |
Sound-based Anomaly Detection Using a Locally Constrained Capsule Network
김낙우 International Conference on Information and Communication Technology Convergence (ICTC) 2021, pp.1-3 |
0 |
원문
|
학술대회
|
2021 |
Network Anomaly Detection based on GAN with Scaling Properties
김현진 International Conference on Information and Communication Technology Convergence (ICTC) 2021, pp.1-5 |
4 |
원문
|
학술대회
|
2021 |
Performance-related Internal Clustering Validation Index for Clustering-based Anomaly Detection
이현용 International Conference on Information and Communication Technology Convergence (ICTC) 2021, pp.1036-1041 |
1 |
원문
|
학술대회
|
2021 |
GAN based Deep Learning Model for Detecting Damage and Displacement of Cultural Asset
최우연 International Conference on Consumer Electronics (ICCE) 2021 : Asia, pp.82-85 |
2 |
원문
|
학술대회
|
2021 |
A Study on Fire Prediction Method Using Air Quality Measurement Sensors of Smart Indoor Parking Lot
김은주 International Conference on Information and Communication Technology Convergence (ICTC) 2021, pp.1134-1136 |
0 |
원문
|
학술대회
|
2021 |
Error Distribution-based Anomaly Score for Forecasting-based Anomaly Detection of PV Systems
이현용 International Conference on Information and Communication Technology Convergence (ICTC) 2021, pp.1144-1146 |
1 |
원문
|
학술지
|
2021 |
Anomaly Detection of Operating Equipment in Livestock Farms Using Deep Learning Techniques
박현 Electronics, v.10 no.16, pp.1-22 |
6 |
원문
|
학술지
|
2021 |
Patch-Level Operation With Adaptive Patch Control for Improving Anomaly Localization
이현용 IEEE Access, v.9, pp.90727-90737 |
3 |
원문
|
학술대회
|
2021 |
Deep Visual Anomaly detection with Negative Learning
이진하 International Workshop on Frontiers of Computer Vision (IW-FCV) 2021 (CCIS 1405), pp.1-15 |
0 |
원문
|
학술대회
|
2021 |
TrajNet: An Efficient and Effective Neural Network for Vehicle Trajectory Classification
오지용 International Conference on Pattern Recognition Applications and Methods (ICPRAM) 2021, pp.414-422 |
0 |
|
학술대회
|
2020 |
Anomaly Detection in Edge Nodes using Sparsity Profile
문애경 International Conference on Big Data (Big Data) 2020, pp.1236-1245 |
|
|
학술대회
|
2020 |
Anomaly Detection of Environmental Sensor Data using Recurrent Neural Network at the Edge Device
김재명 International Conference on Information and Communication Technology Convergence (ICTC) 2020, pp.1624-1628 |
5 |
원문
|
학술대회
|
2020 |
An Anomaly Detection Scheme based on LSTM Autoencoder for Energy Management
남홍순 International Conference on Information and Communication Technology Convergence (ICTC) 2020, pp.1445-1447 |
10 |
원문
|
학술대회
|
2020 |
Anomaly Detection using Elevation and Thermal Map for Security Robot
신호철 International Conference on Information and Communication Technology Convergence (ICTC) 2020, pp.1760-1762 |
4 |
원문
|
학술대회
|
2020 |
Anomaly Detection Algorithm Based on Global Object Map for Video Surveillance System
신호철 International Conference on Control, Automation and Systems (ICCAS) 2020, pp.1-3 |
3 |
원문
|
학술대회
|
2020 |
A Study on Distance Measure for Effective Anomaly Detection using AutoEncoder
이현용 International Conference on Information and Communication Technology Convergence (ICTC) 2020, pp.1348-1352 |
1 |
원문
|
학술지
|
2020 |
A Self-Reasoning Framework for Anomaly Detection Using Video-Level Labels
무함마드 IEEE Signal Processing Letters, v.27, pp.1705-1709 |
64 |
원문
|
학술대회
|
2020 |
CLAWS: Clustering Assisted Weakly Supervised Learning with Normalcy Suppression for Anomalous Event Detection
무함마드 European Conference on Computer Vision (ECCV) 2020, pp.1-18 |
69 |
원문
|
학술대회
|
2020 |
Old is Gold: Redefining the Adversarially Learned One-Class Classifier Training Paradigm
무함마드 Conference on Computer Vision and Pattern Recognition (CVPR) 2020, pp.14171-14181 |
141 |
원문
|
학술대회
|
2020 |
Cleaning Label Noise with Clusters for Minimally Supervised Anomaly Detection
무함마드 Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) 2020, pp.1-4 |
|
|
학술지
|
2019 |
Fault Detection and Diagnosis Using Combined Autoencoder and Long Short-Term Memory Network
Pangun Park Sensors, v.19 no.21, pp.1-17 |
125 |
원문
|
학술대회
|
2019 |
A Study on Traffic Characteristics for Anomaly Detection of Ethernet-based IVN
전부선 International Conference on Information and Communication Technology Convergence (ICTC) 2019, pp.951-953 |
8 |
원문
|
학술대회
|
2019 |
A Brief Survey on Contemporary Methods for Anomaly Detection in Videos
무함마드 International Conference on Information and Communication Technology Convergence (ICTC) 2019, pp.472-473 |
10 |
원문
|
학술대회
|
2019 |
개방형 개인화 제조 서비스 환경에서 로봇 움직임에 대한 Anomaly Detection 연구
강현철 한국CDE학회 학술 대회 (하계) 2019, pp.28-28 |
|
|
학술대회
|
2019 |
Pedestrian Anomaly Detection using Adversarial Auto-encoder
신호철 대한전자공학회 학술 대회 (하계) 2019, pp.698-699 |
|
|
학술지
|
2019 |
A Survey of Deep Learning-based Network Anomaly Detection
권동운 Cluster Computing, v.22 no.Supp.1, pp.949-961 |
402 |
원문
|
학술대회
|
2018 |
Ensemble Grid Formation to Detect Potential Anomalous Regions Using Context Encoders
무함마드 International Conference on Control, Automation and Systems (ICCAS) 2018, pp.661-665 |
0 |
|
학술대회
|
2015 |
Behavior-Based Anomaly Detection on Big Data
김현주 SRI Security Congress 2015, pp.73-80 |
|
|
학술대회
|
2015 |
Anomaly Detection of Access Patterns in Database
노종혁 International Conference on Information and Communication Technology Convergence (ICTC) 2015, pp.1115-1118 |
|
|
학술대회
|
2015 |
Anomaly Detection Method using Network Pattern Analysis of Process
한민호 World Congress on Internet Security (WorldCIS) 2015, pp.159-163 |
2 |
원문
|
학술대회
|
2015 |
A Novel Hierarchical Detection Methodfor Enhancing Anomaly Detection Efficiency
김은혜 International Conference on Communication Systems and Computing Application Science (CSCAS) 2015, pp.1-5 |
8 |
원문
|
학술지
|
2015 |
Anomaly Intrusion Detection Based on Hyper-ellipsoid in the Kernel Feature Space
이한성 KSII Transactions on Internet and Information Systems, v.9 no.3, pp.1173-1192 |
5 |
원문
|
학술대회
|
2013 |
ICS Anomaly Detection System based ICS NSM MIB
허영준 Asia Pacific International Conference on Information Science and Technology (APIC-IST) 2013, pp.313-315 |
|
|
학술대회
|
2013 |
A Novel Anomaly Detection System based on HFR-MLR Method
김은혜 International Conference on Ubiquitous Context-Awareness and Wireless Sensor Network (UCAWSN) 2013, pp.1-7 |
|
|
학술지
|
2011 |
Self-Adaptive and Dynamic Clustering for Online Anomaly Detection
이승민 Expert Systems with Applications, v.38 no.12, pp.14891-14898 |
43 |
원문
|
학술대회
|
2010 |
A Hierachical Approach to Traffic Anomaly Detection using Image Processing Technique
정치윤 International Conference on Networked Computing and Advanced Information Management (NCM) 2010, pp.592-594 |
|
|
학술지
|
2010 |
Feature Construction Scheme for Efficient Intrusion Detection System
김은혜 Journal of Information Science and Engineering, v.26 no.2, pp.527-547 |
3 |
|
학술대회
|
2008 |
Effective Value of Decision Tree with KDD 99 Intrusion Detection Datasets for Intrusion Detection System
이중희 International Conference on Advanced Communication Technology (ICACT) 2008, pp.1170-1175 |
58 |
원문
|
학술대회
|
2007 |
A Practical Approach for Detecting Executable Codes in Network Traffic
김익균 Asia-Pacific Network Operations and Management Symposium (APNOMS) 2007 (LNCS 4773), v.4773, pp.354-363 |
1 |
원문
|
학술대회
|
2007 |
A Comparative Study on Feature Selection Methods for Anomaly Detection
김은혜 International Workshop on Information Security Applications (WISA) 2007, pp.1-11 |
|
|
학술대회
|
2006 |
Hardware Supports for Network Traffic Anomaly Detection
김대원 International Conference on Internet Computing and Conference on Computer Games Development (ICOMP) 2006, pp.1-5 |
|
|
학술지
|
2006 |
Network Traffic Anomaly Detection based on Ratio and Volume Analysis
김현주 International Journal of Computer Science and Network Security, v.6 no.5B, pp.190-194 |
|
|
학술대회
|
2006 |
Anomaly Detection of Excessive Network Traffic Based on Ratio and Volume Analysis
김현주 International Conference on Intelligence and Security Informatics (ISI) 2006 (LNCS 3975), v.3975, pp.726-727 |
1 |
원문
|
학술대회
|
2006 |
Anomaly Detection of Excessive Network Traffic Based on Ratio and Volume Analysis
김현주 International Conference on Intelligence and Security Informatics (ISI) 2006 (LNCS 3975), v.3975, pp.726-727 |
1 |
원문
|
학술대회
|
2003 |
CTAR: Classification Based on Temporal Class-Association Rules for Intrusion Detection
김진석 International Workshop on Information Security Applications (WISA) 2003 (LNCS 2908), v.2908, pp.84-96 |
5 |
원문
|