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Journal Articles
- 2024
[j20]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: 45238-45252 (2024)- [j19]Thi-Thu-Huong Le, Jaehyun Kim, Sangmyeong Lee, Howon Kim:
Robust Vulnerability Detection in Solidity-Based Ethereum Smart Contracts Using Fine-Tuned Transformer Encoder Models. IEEE Access 12: 154700-154717 (2024) - [j18]Thi-Thu-Huong Le, Yeonjeong Hwang, Hyoeun Kang, Howon Kim:
Robust Credit Card Fraud Detection Based on Efficient Kolmogorov-Arnold Network Models. IEEE Access 12: 157006-157020 (2024) - [j17]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: 111517 (2024) - [j16]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): 156 (2024) - [j15]Yustus Eko Oktian, Thi-Thu-Huong Le, Uk Jo, Agus Mahardika Ari Laksmono, Howon Kim:
Secure decentralized firmware update delivery service for Internet of Things. Internet Things 26: 101136 (2024) - 2023
- [j14]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: 131661-131676 (2023) - [j13]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): 103 (2023) - [j12]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): 4353 (2023) - [j11]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): 7647 (2023) - 2022
- [j10]Yustus Eko Oktian, Thi-Thu-Huong Le, Uk Jo, Howon Kim:
Blockchain-Powered Bandwidth Trading on SDN-Enabled Edge Network. IEEE Access 10: 114024-114039 (2022) - [j9]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): 1154 (2022) - [j8]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): 9639 (2022) - 2021
- [j7]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: 133049-133061 (2021) - [j6]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): 3252-3264 (2021) - 2020
- [j5]Thi-Thu-Huong Le, Hyoeun Kang, Howon Kim:
Household Appliance Classification Using Lower Odd-Numbered Harmonics and the Bagging Decision Tree. IEEE Access 8: 55937-55952 (2020) - [j4]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): 5674 (2020) - 2018
- [j3]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: 7080564:1 (2018) - 2017
- [j2]Jihyun Kim, Thi-Thu-Huong Le, Howon Kim:
Nonintrusive Load Monitoring Based on Advanced Deep Learning and Novel Signature. Comput. Intell. Neurosci. 2017: 4216281:1-4216281:22 (2017) - 2016
- [j1]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): 91-96 (2016)
Conference and Workshop Papers
- 2023
- [c8]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: 452-456 - [c7]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: 4282-4291 - [c6]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: 777-784 - [c5]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: 79-90 - [c4]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: 131-142 - 2022
- [c3]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: 15284-15293 - 2018
- [c2]Thi-Thu-Huong Le, Taehwan Park, Dongkeun Cho, Howon Kim:
An Effective Classification for DoS Attacks in Wireless Sensor Networks. ICUFN 2018: 689-692 - 2016
- [c1]Thi-Thu-Huong Le, Jihyun Kim, Howon Kim:
Classification performance using gated recurrent unit recurrent neural network on energy disaggregation. ICMLC 2016: 105-110
Informal and Other Publications
- 2024
- [i4]Derry Pratama, Naufal Suryanto, Andro Aprila Adiputra, Thi-Thu-Huong Le, Ahmada Yusril Kadiptya, Muhammad Iqbal, Howon Kim:
CIPHER: Cybersecurity Intelligent Penetration-testing Helper for Ethical Researcher. CoRR abs/2408.11650 (2024) - [i3]Naufal Suryanto, Andro Aprila Adiputra, Ahmada Yusril Kadiptya, Thi-Thu-Huong Le, Derry Pratama, Yongsu Kim, Howon Kim:
Cityscape-Adverse: Benchmarking Robustness of Semantic Segmentation with Realistic Scene Modifications via Diffusion-Based Image Editing. CoRR abs/2411.00425 (2024) - 2023
- [i2]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 abs/2308.07009 (2023) - 2022
- [i1]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 abs/2203.09831 (2022)
Coauthor Index
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