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Author

Hyungchul Im

Institution: Soongsil University
Observed institution: Soongsil University
ORCID: 0009-0004-8934-7162
Observed ORCID: 0009-0004-8934-7162
OpenAlex ID: A5001900241
TinyML-Based Intrusion Detection System for In-Vehicle Network Using Convolutional Neural Network on Embedded Devices
2024 · Hyungchul Im, Seongsoo Lee · IEEE Embedded Systems Letters · 21
Adaptive Autoencoder-Based Intrusion Detection System with Single Threshold for CAN Networks
2025 · Donghyeon Kim, Hyungchul Im, et al. · Sensors · 14
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A Novel Architecture for an Intrusion Detection System Utilizing Cross-Check Filters for In-Vehicle Networks
2024 · Hyungchul Im, Donghyeon Lee, et al. · Sensors · 11
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ASIC Design for Real-Time CAN-Bus Intrusion Detection and Prevention System Using Random Forest
2025 · Junseok Lee, Sangmin Park, et al. · IEEE Access · 10
Shallow Learning-Based Intrusion Detection System for In-Vehicle Network: ASIC Implementation
2025 · Minseok Choi, Myeongjin Lee, et al. · Electronics · 5
A Novel Intrusion Detection System Using Cyclic Redundancy Check Field for In-Vehicle Networks
2024 · Hyungchul Im, Naeun Park, et al. · IEEE Vehicular Technology Conference · 5
Listening to CAN: Anomaly Detection to Enhance In-Vehicle Network Security
2023 · Hyungchul Im, Donghyeon Kim, et al. · IEEE International Conference on Consumer Electronics - Berlin (ICCE-Berlin) · 4
CNN-Based Intrusion Detection System for In-Vehicle Network Using Explainable AI
2026 · Semin Kim, Jonggwon Kim, et al. · International Conference on Information Networking · 1
Robust Intrusion Detection for In-Vehicle Networks Using a Semi-Supervised GAN Model
2025 · Jonggwon Kim, Hyungchul Im, et al. · IEEE Vehicular Technology Conference · 1
Protocol-Aware Feature-Based Intrusion Detection System for UAVCAN Networks
2026 · Seoyeon Kim, Hyungchul Im, et al. · Sensors
Semi-Supervised Adversarial Learning Framework for Controller Area Network Bus Intrusion Detection
2026 · Jonggwon Kim, Hyungchul Im, et al. · Sensors
Hardware–Software Co-Optimized Lightweight Real-Time CAN Intrusion Detection and Prevention System for ECUs
2026 · Youngmin Jang, Hyungchul Im, et al. · Electronics
A Lightweight Intrusion Detection System for Unmanned Aerial Vehicles Using CNN
2026 · Hyungchul Im, Seoyeon Kim, et al. · International Conference on Consumer Electronics
Multi-Layer Perceptron-Based Intrusion Detection System for UAVCAN Networks
2026 · Seoyeon Kim, Hyungchul Im, et al. · International Conference on Information Networking
Explainable Frame-Level Attack Identification in a Sequence-Based In-Vehicle Network Intrusion Detection System
2026 · Semin Kim, Jonggwon Kim, et al. · IEEE Access
CAN't Be Hacked: A Decision Tree-Based Intrusion Detection System for CAN Security
2025 · Hyungchul Im, Sangmin Park, et al. · International Conference on Field-Programmable Technology (FPT)
Works count: 16
Citation count: 72
H-index: 5
I10-index: 4
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