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Jong-Uk Hou

2 papers indexed here

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Open access Sep 2026

Anonymization-Guided Latent Perturbation for Source-Identity Reduction with Limited Edit Deviation in Instruction-Guided Image Editing

Instruction-guided image editing can modify semantic attributes while retaining the recognizable identity of the source subject, creating risks of unauthorized identity-based manipulation. Existing protection methods can achieve stronger identity disruption, but such outcomes may be accompanied by larger changes to the...

Sanghyeok Seo, Jiwoo Kim, Jong-Uk Hou · 0 citations
Open access Sep 2026

Robust Multimodal Driver Identification Using Dash-Cam and In-Vehicle Sensor Data

With the increasing number of vehicles and rising concerns about traffic safety and vehicle security, accurate driver identification has become essential not only for forensic analysis and accident investigation but also for secure access control in connected vehicles. However, in real-world scenarios, the availability...

Kahyun Lee, Yubin Jeong, Gihun Lee et al. · 0 citations

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