권태경Taekyoung Kwon

Chimera: Compositional Jailbreak Attacks on LLMs via Judgment-Driven Search over Heterogeneous Strategies

Leo Hyun Park, Juwon Cho, Gyuhwan Kim, YoonDong Yeo, Taekyoung Kwon

DAM: Dual-DPO Adversarial Multimodal Jailbreak Attacks on MLLMs via Contextual Camouflage

YoonDong Yeo, Taekyoung Kwon

No One Model to Rule Them All: A Quality-Adaptive Ensemble Defense against Quality-Shift Adversaries in Deepfake Detection

Eunbi Hwang, Hyunseok Lee, Taekyoung Kwon

TRACE: Traceable Retrieval-Augmented Criteria-based Evidence for Robust Vision-Language Model Safety Guardrails

A Yeon Kim, Taekyoung Kwon

A Continuous Authentication Framework for Securing Metaverse Identities

Sangsoo Han, Eunbi Hwang, YoonSik Kim, Taekyoung Kwon

Amplifying Training Data Exposure through Fine-Tuning with Pseudo-Labeled Memberships

Myunggyo Oh, Hong Eun Ahn, Leo Hyun Park, Taekyoung Kwon

Continuous Authentication for Secure and Seamless User-Avatar Integration in Multi-Device Metaverses

Eunbi Hwang, YoonSik Kim, Taekyoung Kwon

LeakGuard: Detecting and Mitigating Attribute Leakage in Fine-Tuned Diffusion Models

A Yeon Kim, Jung Yup Rhee, Taekyoung Kwon