Thi-Thu-Huong Le

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 27

Top Topics

Intrusion Detection

Evaluation Method

Top Venues

Comput. Intell. Neurosci.

Publications

Min-Joon Kim, Thi-Thu-Huong Le
Influence Analysis of Real Exchange Rate Fluctuations on Trade Balance Data Using Feature Important Evaluation Methods. Inf. 15 (3) (2024)
Rini Wisnu Wardhani, Dedy Septono Catur Putranto, Thi-Thu-Huong Le, Janghyun Ji, Howon Kim
Toward Hybrid Classical Deep Learning-Quantum Methods for Steganalysis. IEEE Access 12 (2024)
Thi-Thu-Huong Le, Yeongjae Shin, Myeongkil Kim, Howon Kim
Towards unbalanced multiclass intrusion detection with hybrid sampling methods and ensemble classification. Appl. Soft Comput. 157 (2024)
Ashwani Kumar, Mohit Kumar, Rajendra Prasad Mahapatra, Pronaya Bhattacharya, Thi-Thu-Huong Le, Sahil Verma, Kavita, Khalid Mohiuddin
Flamingo-Optimization-Based Deep Convolutional Neural Network for IoT-Based Arrhythmia Classification. Sensors 23 (9) (2023)
Naufal Suryanto, Yongsu Kim, Harashta Tatimma Larasati, Hyoeun Kang, Thi-Thu-Huong Le, Yoonyoung Hong, Hunmin Yang, Se-Yoon Oh, Howon Kim
ACTIVE: Towards Highly Transferable 3D Physical Camouflage for Universal and Robust Vehicle Evasion. CoRR (2023)
Naufal Suryanto, Yongsu Kim, Harashta Tatimma Larasati, Hyoeun Kang, Thi-Thu-Huong Le, Yoonyoung Hong, Hunmin Yang, Se-Yoon Oh, Howon Kim
ACTIVE: Towards Highly Transferable 3D Physical Camouflage for Universal and Robust Vehicle Evasion. ICCV (2023)
Yustus Eko Oktian, Uk Jo, Simon Oh, Hanho Jeong, Jaehyun Kim, Thi-Thu-Huong Le, Howon Kim
Patchman: Firmware Update Delivery Service Over the Blockchain for IoT Environment. WISA (2023)
Thi-Thu-Huong Le, Rini Wisnu Wardhani, Dedy Septono Catur Putranto, Uk Jo, Howon Kim
Toward Enhanced Attack Detection and Explanation in Intrusion Detection System-Based IoT Environment Data. IEEE Access 11 (2023)
Thi-Thu-Huong Le, Yustus Eko Oktian, Uk Jo, Howon Kim
Time Series Electrical Motor Drives Forecasting Based on Simulation Modeling and Bidirectional Long-Short Term Memory. Sensors 23 (17) (2023)
Nguyen Duy Tan, Duy-Ngoc Nguyen, Hong-Nhat Hoang, Thi-Thu-Huong Le
EEGT: Energy Efficient Grid-Based Routing Protocol in Wireless Sensor Networks for IoT Applications. Comput. 12 (5) (2023)
Aji Teguh Prihatno, Naufal Suryanto, Harashta Tatimma Larasati, Yustus Eko Oktian, Thi-Thu-Huong Le, Howon Kim
A New Frontier in Digital Security: Verification for NFT Image Using Deep Learning-Based ConvNeXt Model in Quantum Blockchain. WISA (2023)
Thi-Thu-Huong Le, Naufal Suryanto, Howon Kim, Janghyun Ji, Shinwook Heo
Enhancing Intrusion Detection and Explanations for Imbalanced Vehicle CAN Network Data. SoICT (2023)
Aji Teguh Prihatno, Hyoeun Kang, Chang Woo Choi, Thi-Thu-Huong Le, Shinwook Heo, Myeongkil Kim, Howon Kim
2D Fluid Flows Prediction Based on U-Net Architecture. ICAIIC (2023)
Yustus Eko Oktian, Thi-Thu-Huong Le, Uk Jo, Howon Kim
Blockchain-Powered Bandwidth Trading on SDN-Enabled Edge Network. IEEE Access 10 (2022)
Naufal Suryanto, Yongsu Kim, Hyoeun Kang, Harashta Tatimma Larasati, Youngyeo Yun, Thi-Thu-Huong Le, Hunmin Yang, Se-Yoon Oh, Howon Kim
DTA: Physical Camouflage Attacks using Differentiable Transformation Network. CVPR (2022)
Thi-Thu-Huong Le, Haeyoung Kim, Hyoeun Kang, Howon Kim
Classification and Explanation for Intrusion Detection System Based on Ensemble Trees and SHAP Method. Sensors 22 (3) (2022)
Naufal Suryanto, Yongsu Kim, Hyoeun Kang, Harashta Tatimma Larasati, Youngyeo Yun, Thi-Thu-Huong Le, Hunmin Yang, Se-Yoon Oh, Howon Kim
DTA: Physical Camouflage Attacks using Differentiable Transformation Network. CoRR (2022)
Yustus Eko Oktian, Thi-Thu-Huong Le, Uk Jo, Howon Kim
RealPrice: Blockchain-Powered Real-Time Pricing for Software-Defined Enabled Edge Network. Sensors 22 (24) (2022)
Thi-Thu-Huong Le, Shinwook Heo, Howon Kim
Toward Load Identification Based on the Hilbert Transform and Sequence to Sequence Long Short-Term Memory. IEEE Trans. Smart Grid 12 (4) (2021)
Thi-Thu-Huong Le, Hyoeun Kang, Howon Kim
Robust Adversarial Attack Against Explainable Deep Classification Models Based on Adversarial Images With Different Patch Sizes and Perturbation Ratios. IEEE Access 9 (2021)
Afifatul Mukaroh, Thi-Thu-Huong Le, Howon Kim
Background Load Denoising across Complex Load Based on Generative Adversarial Network to Enhance Load Identification. Sensors 20 (19) (2020)
Thi-Thu-Huong Le, Hyoeun Kang, Howon Kim
Household Appliance Classification Using Lower Odd-Numbered Harmonics and the Bagging Decision Tree. IEEE Access 8 (2020)
Thi-Thu-Huong Le, Taehwan Park, Dongkeun Cho, Howon Kim
An Effective Classification for DoS Attacks in Wireless Sensor Networks. ICUFN (2018)
Jihyun Kim, Thi-Thu-Huong Le, Howon Kim
Corrigendum to "Nonintrusive Load Monitoring Based on Advanced Deep Learning and Novel Signature". Comput. Intell. Neurosci. 2018 (2018)
Jihyun Kim, Thi-Thu-Huong Le, Howon Kim
Nonintrusive Load Monitoring Based on Advanced Deep Learning and Novel Signature. Comput. Intell. Neurosci. 2017 (2017)
Thi-Thu-Huong Le, Jihyun Kim, Howon Kim
Analyzing Effective of Activation Functions on Recurrent Neural Networks for Intrusion Detection. J. Multim. Inf. Syst. 3 (3) (2016)
Thi-Thu-Huong Le, Jihyun Kim, Howon Kim
Classification performance using gated recurrent unit recurrent neural network on energy disaggregation. ICMLC (2016)