Sangdon Park

1. ATLANTIS: AI-driven Threat Localization, Analysis, and Triage Intelligence System
   2025/09/18 by Taesoo Kim, Kim, Taesoo, HyungSeok Han +99 · 2 voices · 3 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Advanced Malware Detection Techniques #Security and Verification in Computing
2. PAC Confidence Sets for Deep Neural Networks via Calibrated Prediction
   2019/12/31 by Sangdon Park, Osbert Bastani, Park, Sangdon +5 · 4 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms
3. PAC Prediction Sets Under Covariate Shift
   2021/06/17 by Sangdon Park, Edgar Dobriban, Park, Sangdon +5 · 6 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Domain Adaptation and Few-Shot Learning
4. TRAQ: Trustworthy Retrieval Augmented Question Answering via Conformal Prediction
   2023/07/07 by Shuo Li, Sangdon Park, Li, Shuo +5 · 4 citations
   Computer Science · Medicine · #Blockchain Technology Applications and Security #Topic Modeling #Artificial Intelligence in Healthcare and Education
5. Retrieval-Augmented Generation with Estimation of Source Reliability
   2024/10/30 by Jeongyeon Hwang, Junyoung Park, Hwang, Jeongyeon +8 · 2 citations
   Engineering · #Energy Harvesting in Wireless Networks #FOS: Computer and information sciences #Machine Learning (cs.LG)
6. iDECODe: In-distribution Equivariance for Conformal Out-of-distribution Detection
   2022/01/07 by Ramneet Kaur, Susmit Jha, Kaur, Ramneet +11 · 1 citation
   Computer Science · Medicine · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #COVID-19 diagnosis using AI #FOS: Computer and information sciences #Machine Learning (cs.LG)
7. Uncertainty Quantification for Neurosymbolic Programs via Compositional Conformal Prediction
   2024/05/24 by Ramya Ramalingam, Sangdon Park, Ramalingam, Ramya +3 · 1 citation
   Decision Sciences · Engineering · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Probabilistic and Robust Engineering Design #Process Optimization and Integration #Programming Languages (cs.PL)