Dongbin Na

1. Unrestricted Black-box Adversarial Attack Using GAN with Limited Queries
   2022/08/24 by Dongbin Na, Na, Dongbin, Sangwoo Ji +3 · 4 citations
   Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
2. Towards Machine Unlearning Benchmarks: Forgetting the Personal Identities in Facial Recognition Systems
   2023/11/03 by Dasol Choi, Dongbin Na, Choi, Dasol +1 · 5 citations
   Computer Science · Psychology · #Computer Vision and Pattern Recognition (cs.CV) #Emotion and Mood Recognition #FOS: Computer and information sciences #Face and Expression Recognition #Face recognition and analysis
3. HOD: A Benchmark Dataset for Harmful Object Detection
   2023/10/08 by Eungyeom Ha, Heemook Kim, Ha, Eungyeom +5 · 3 citations
   Computer Science · Medicine · #Advanced Malware Detection Techniques #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #HIV, Drug Use, Sexual Risk
4. Distribution-Level Feature Distancing for Machine Unlearning: Towards a Better Trade-off Between Model Utility and Forgetting
   2024/09/23 by Dasol Choi, Dongbin Na, Choi, Dasol +1 · 4 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning and Algorithms #Machine Learning and Data Classification #Neural Networks and Applications
5. Key Feature Replacement of In-Distribution Samples for Out-of-Distribution Detection
   2022/12/26 by Jaeyoung Kim, Seo Taek Kong, Kim, Jaeyoung +5 · 1 citation
   Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
6. Problem-Solving Guide: Predicting the Algorithm Tags and Difficulty for Competitive Programming Problems
   2023/10/09 by Juntae Kim, Eun‐Jung Cho, Kim, Juntae +3 · 1 citation
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Online Learning and Analytics #Software Engineering Research #Software Engineering Techniques and Practices
7. When Are Reasoning-Based Guardrails Not Efficient? ResponseGuard: A Fast Vision-Language Guard for Real-Time Moderation
   2026/07/23 by Dongbin Na
   #cs.CV #cs.AI