Ko, Myeongseob
- LAVA: Data Valuation without Pre-Specified Learning Algorithms
2023/04/28 by Hoang Anh Just, Feiyang Kang, Just, Hoang Anh +11 · 9 citations
Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
- Practical Membership Inference Attacks Against Large-Scale Multi-Modal Models: A Pilot Study
2023/09/29 by Myeongseob Ko, Ming Jin, Ko, Myeongseob +5 · 6 citations
Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications
- Boosting Alignment for Post-Unlearning Text-to-Image Generative Models
2024/12/09 by Ko, Myeongseob, Li, Henry, Wang, Zhun +6 · 5 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Probing Knowledge Holes in Unlearned LLMs
2025/10/27 by Myeongseob Ko, Hoang Anh Just, Ko, Myeongseob +6 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Domain Adaptation and Few-Shot Learning #Generative Adversarial Networks and Image Synthesis