Thi-Thu-Huong Le

43 papers A* 2Misc 3Journal 32Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
Adversarial Attack on CAN IDS Leveraging Multi-DDQN Agent.
IEEE Access
Yeonjeong Hwang, Jiwon Yun, Hyunjin Jang, Thi-Thu-Huong Le, Junyoung Son
2026 J jnl
Lightweight CNN-Based Intrusion Detection for CAN Bus Networks.
IEEE Access
Thi-Thu-Huong Le, Andro Aprila Adiputra, Anak Agung Ngurah Dharmawangsa, Hyunjin Jang, Howon Kim
2025 J jnl
Anomaly Detection in Industrial Machine Sounds Using High-Frequency Features and Gate Recurrent Unit Networks.
IEEE Access
Thi-Thu-Huong Le, Andro Aprila Adiputra, Jiwon Yun, Howon Kim
2025 J jnl
Cityscape-Adverse: Benchmarking Robustness of Semantic Segmentation With Realistic Scene Modifications via Diffusion-Based Image Editing.
IEEE Access
Naufal Suryanto, Andro Aprila Adiputra, Ahmada Yusril Kadiptya, Thi-Thu-Huong Le, Derry Pratama, Yongsu Kim, Howon Kim
2025 J jnl
DDoSBERT: Fine-tuning variant text classification bidirectional encoder representations from transformers for DDoS detection.
Comput. Networks
Thi-Thu-Huong Le, Shinwook Heo, Jaehan Cho, Howon Kim
2025 — conf
Enhancing Contextual Understanding with Multimodal Siamese Networks Using Contrastive Loss and Text Embeddings.
ICAIIC
Andro Aprila Adiputra, Ahmada Yusril Kadiptya, Thi-Thu-Huong Le, Junyoung Son, Howon Kim
2025 — conf
Fine-Tuning Transformer LLMs for Detecting SQL Injection and XSS Vulnerabilities.
ICAIIC
Thi-Thu-Huong Le, Andro Aprila Adiputra, Yeonjeong Hwang, Junyoung Son, Howon Kim
2025 J jnl
Leverage Gaussian Interpolation Features Extraction and Advanced Encode-Decode Models for 2D Steady State Flows Estimation.
IEEE Access
Thi-Thu-Huong Le, Changwoo Choi, Junyoung Son, Howon Kim
2025 J jnl
Leverage Sampling Methods and Deep Neural Networks for Fuzzer CAN Bus Message Detection.
IEEE Access
Thi-Thu-Huong Le, Yeonjeong Hwang, Junyoung Son, Howon Kim
2025 J jnl
Machine learning-based IoT: Developing an energy-efficient and balanced clustering routing protocol (EEB-CR) for WSNs.
J. Netw. Comput. Appl.
Nguyen Duy Tan, Thi-Thu-Huong Le
2025 — conf
Performance Analysis of Signing Algorithms and Integrity Enhancement Techniques for MAVLink in PX4.
ICAIIC
KyeongMin Lee, Yeonjeong Hwang, Thi-Thu-Huong Le, Junyoung Son
2024 J jnl
CIPHER: Cybersecurity Intelligent Penetration-testing Helper for Ethical Researcher.
CoRR
Derry Pratama, Naufal Suryanto, Andro Aprila Adiputra, Thi-Thu-Huong Le, Ahmada Yusril Kadiptya, Muhammad Iqbal, Howon Kim
2024 J jnl
Cityscape-Adverse: Benchmarking Robustness of Semantic Segmentation with Realistic Scene Modifications via Diffusion-Based Image Editing.
CoRR
Naufal Suryanto, Andro Aprila Adiputra, Ahmada Yusril Kadiptya, Thi-Thu-Huong Le, Derry Pratama, Yongsu Kim, Howon Kim
2024 J jnl
Influence Analysis of Real Exchange Rate Fluctuations on Trade Balance Data Using Feature Important Evaluation Methods.
Inf.
Min-Joon Kim, Thi-Thu-Huong Le
2024 J jnl
Robust Credit Card Fraud Detection Based on Efficient Kolmogorov-Arnold Network Models.
IEEE Access
Thi-Thu-Huong Le, Yeonjeong Hwang, Hyoeun Kang, Howon Kim
2024 J jnl
Robust Vulnerability Detection in Solidity-Based Ethereum Smart Contracts Using Fine-Tuned Transformer Encoder Models.
IEEE Access
Thi-Thu-Huong Le, Jaehyun Kim, Sangmyeong Lee, Howon Kim
2024 J jnl
Secure decentralized firmware update delivery service for Internet of Things.
Internet Things
Yustus Eko Oktian, Thi-Thu-Huong Le, Uk Jo, Agus Mahardika Ari Laksmono, Howon Kim
2024 J jnl
Toward Hybrid Classical Deep Learning-Quantum Methods for Steganalysis.
IEEE Access
Rini Wisnu Wardhani, Dedy Septono Catur Putranto, Thi-Thu-Huong Le, Janghyun Ji, Howon Kim
2024 J jnl
Towards unbalanced multiclass intrusion detection with hybrid sampling methods and ensemble classification.
Appl. Soft Comput.
Thi-Thu-Huong Le, Yeongjae Shin, Myeongkil Kim, Howon Kim
2023 — conf
2D Fluid Flows Prediction Based on U-Net Architecture.
ICAIIC
Aji Teguh Prihatno, Hyoeun Kang, Chang Woo Choi, Thi-Thu-Huong Le, Shinwook Heo, Myeongkil Kim, Howon Kim
2023 Misc conf
A New Frontier in Digital Security: Verification for NFT Image Using Deep Learning-Based ConvNeXt Model in Quantum Blockchain.
WISA
Aji Teguh Prihatno, Naufal Suryanto, Harashta Tatimma Larasati, Yustus Eko Oktian, Thi-Thu-Huong Le, Howon Kim
2023 A* conf
ACTIVE: Towards Highly Transferable 3D Physical Camouflage for Universal and Robust Vehicle Evasion.
ICCV
Naufal Suryanto, Yongsu Kim, Harashta Tatimma Larasati, Hyoeun Kang, Thi-Thu-Huong Le, Yoonyoung Hong, Hunmin Yang, Se-Yoon Oh, Howon Kim
2023 J jnl
ACTIVE: Towards Highly Transferable 3D Physical Camouflage for Universal and Robust Vehicle Evasion.
CoRR
Naufal Suryanto, Yongsu Kim, Harashta Tatimma Larasati, Hyoeun Kang, Thi-Thu-Huong Le, Yoonyoung Hong, Hunmin Yang, Se-Yoon Oh, Howon Kim
2023 J jnl
EEGT: Energy Efficient Grid-Based Routing Protocol in Wireless Sensor Networks for IoT Applications.
Comput.
Nguyen Duy Tan, Duy-Ngoc Nguyen, Hong-Nhat Hoang, Thi-Thu-Huong Le
2023 — conf
Enhancing Intrusion Detection and Explanations for Imbalanced Vehicle CAN Network Data.
SoICT
Thi-Thu-Huong Le, Naufal Suryanto, Howon Kim, Janghyun Ji, Shinwook Heo
2023 J jnl
Flamingo-Optimization-Based Deep Convolutional Neural Network for IoT-Based Arrhythmia Classification.
Sensors
Ashwani Kumar, Mohit Kumar, Rajendra Prasad Mahapatra, Pronaya Bhattacharya, Thi-Thu-Huong Le, Sahil Verma, Kavita, Khalid Mohiuddin
2023 Misc conf
Patchman: Firmware Update Delivery Service Over the Blockchain for IoT Environment.
WISA
Yustus Eko Oktian, Uk Jo, Simon Oh, Hanho Jeong, Jaehyun Kim, Thi-Thu-Huong Le, Howon Kim
2023 J jnl
Time Series Electrical Motor Drives Forecasting Based on Simulation Modeling and Bidirectional Long-Short Term Memory.
Sensors
Thi-Thu-Huong Le, Yustus Eko Oktian, Uk Jo, Howon Kim
2023 J jnl
Toward Enhanced Attack Detection and Explanation in Intrusion Detection System-Based IoT Environment Data.
IEEE Access
Thi-Thu-Huong Le, Rini Wisnu Wardhani, Dedy Septono Catur Putranto, Uk Jo, Howon Kim
2022 J jnl
Blockchain-Powered Bandwidth Trading on SDN-Enabled Edge Network.
IEEE Access
Yustus Eko Oktian, Thi-Thu-Huong Le, Uk Jo, Howon Kim
2022 J jnl
Classification and Explanation for Intrusion Detection System Based on Ensemble Trees and SHAP Method.
Sensors
Thi-Thu-Huong Le, Haeyoung Kim, Hyoeun Kang, Howon Kim
2022 A* conf
DTA: Physical Camouflage Attacks using Differentiable Transformation Network.
CVPR
Naufal Suryanto, Yongsu Kim, Hyoeun Kang, Harashta Tatimma Larasati, Youngyeo Yun, Thi-Thu-Huong Le, Hunmin Yang, Se-Yoon Oh, Howon Kim
2022 J jnl
DTA: Physical Camouflage Attacks using Differentiable Transformation Network.
CoRR
Naufal Suryanto, Yongsu Kim, Hyoeun Kang, Harashta Tatimma Larasati, Youngyeo Yun, Thi-Thu-Huong Le, Hunmin Yang, Se-Yoon Oh, Howon Kim
2022 J jnl
RealPrice: Blockchain-Powered Real-Time Pricing for Software-Defined Enabled Edge Network.
Sensors
Yustus Eko Oktian, Thi-Thu-Huong Le, Uk Jo, Howon Kim
2021 J jnl
Robust Adversarial Attack Against Explainable Deep Classification Models Based on Adversarial Images With Different Patch Sizes and Perturbation Ratios.
IEEE Access
Thi-Thu-Huong Le, Hyoeun Kang, Howon Kim
2021 J jnl
Toward Load Identification Based on the Hilbert Transform and Sequence to Sequence Long Short-Term Memory.
IEEE Trans. Smart Grid
Thi-Thu-Huong Le, Shinwook Heo, Howon Kim
2020 J jnl
Background Load Denoising across Complex Load Based on Generative Adversarial Network to Enhance Load Identification.
Sensors
Afifatul Mukaroh, Thi-Thu-Huong Le, Howon Kim
2020 J jnl
Household Appliance Classification Using Lower Odd-Numbered Harmonics and the Bagging Decision Tree.
IEEE Access
Thi-Thu-Huong Le, Hyoeun Kang, Howon Kim
2018 — conf
An Effective Classification for DoS Attacks in Wireless Sensor Networks.
ICUFN
Thi-Thu-Huong Le, Taehwan Park, Dongkeun Cho, Howon Kim
2018 J jnl
Corrigendum to "Nonintrusive Load Monitoring Based on Advanced Deep Learning and Novel Signature".
Comput. Intell. Neurosci.
Jihyun Kim, Thi-Thu-Huong Le, Howon Kim
2017 J jnl
Nonintrusive Load Monitoring Based on Advanced Deep Learning and Novel Signature.
Comput. Intell. Neurosci.
Jihyun Kim, Thi-Thu-Huong Le, Howon Kim
2016 J jnl
Analyzing Effective of Activation Functions on Recurrent Neural Networks for Intrusion Detection.
J. Multim. Inf. Syst.
Thi-Thu-Huong Le, Jihyun Kim, Howon Kim
2016 Misc conf
Classification performance using gated recurrent unit recurrent neural network on energy disaggregation.
ICMLC
Thi-Thu-Huong Le, Jihyun Kim, Howon Kim