Author

Jonghee M. Youn

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Open access 2026

Mean FlowSpectrum: Enhancing Encrypted Traffic Classification via Mean-Based Similarity Correction

As the majority of Internet traffic is now transmitted via encrypted protocols such as HTTPS, TLS 1.3, and VPNs, existing Deep Packet Inspection (DPI)-based security techniques are no longer able to operate effectively. Consequently, developing technologies capable of accurately classifying encrypted traffic without de...

Chanhyung Kim, Taeyun Kim, Jonghee M. Youn · IEEE Access · 0 citations

Open access 2026

Rethinking Decoder Design for Transformer-Based Polyp Segmentation

Accurate polyp segmentation in colonoscopy images is critical for early detection and prevention of colorectal cancer, yet remains challenging due to variable polyp appearance, size, and boundary ambiguity. While recent transformer-based encoders such as Mix Vision Transformer (MiT) have demonstrated strong feature ext...

Sayyod Mirzamitdinov, Akobir Musaev, Jonghee M. Youn · IEEE Access · 0 citations