67 citations · 77 across the 6 of their papers we have counts for
6 papers
X-SPUR: Explainable Surprisal-Based Protocol-Aware Unsupervised Reasoning for Automotive Ethernet Intrusion Detection
Jisoo Kim, Seonghoon Jeong
Automotive Ethernet carries heterogeneous multi-protocol traffic in modern in-vehicle networks, where labeled attack data are rarely available and the strongest prior unsupervised…
DRIFT: Drift-Resilient Invariant-Feature Transformer for DGA Detection
Chaeyoung Lee, Chaeri Jung, Seonghoon Jeong
Domain Generation Algorithms (DGAs) evolve continuously to evade botnet detection, posing a persistent challenge for dependable network defense. While deep learning-based detectors…
The Vehicle May Be Sick: Denial of Diagnostic Services by Exploiting the CAN Transport Protocol
Seungjin Baek, Seonghoon Jeong, Huy Kang Kim
Vehicle diagnostics has become essential for detecting in-vehicle errors and ensuring safety. While the Unified Diagnostic Services (UDS) protocol is widely adopted for diagnostic…
X-CANIDS: Signal-Aware Explainable Intrusion Detection System for Controller Area Network-Based In-Vehicle Network
Seonghoon Jeong, Sangho Lee, Hwejae Lee +1
Controller Area Network (CAN) is an essential networking protocol that connects multiple electronic control units (ECUs) in a vehicle. However, CAN-based in-vehicle networks (IVNs)…
Convolutional Neural Network-based Intrusion Detection System for AVTP Streams in Automotive Ethernet-based Networks
Seonghoon Jeong, Boosun Jeon, Boheung Chung +1
Connected and autonomous vehicles (CAVs) are an innovative form of traditional vehicles. Automotive Ethernet replaces the controller area network and FlexRay to support the large t…
Multimodal Game Bot Detection using User Behavioral Characteristics
Ah Reum Kang, Seong Hoon Jeong, Aziz Mohaisen +1
As the online service industry has continued to grow, illegal activities in the online world have drastically increased and become more diverse. Most illegal activities occur conti…