I am a researcher at the Korea AI Safety Institute (AISI) within ETRI, working on explainable and robust AI-generated content and deepfake detection.

If you’re interested in collaborating, feel free to reach out! 💌

Research Interests

• AI Safety
• AI-Generated Contents Detection & Attribution
• Mechanistic Interpretability
• Trustworthy AI
• Robustness and Generalization

Publications

• Dissect and Prune: Enhancing Robustness in AI-Generated Image Detection
  Dahye Kim, Jaehyun Choi, Hyun Seok Seong, Seongho Kim, Donghun Lee, Sungwon Yi, Jang-Ho Choi (ICML), 2026
  
• Unsupervised Segmentation incorporating Shape Prior via Generative Adversarial Networks
  Dahye Kim, Byung-Woo Hong (ICCV), 2021