[논문리뷰] Fundamental Limitations of Favorable Privacy-Utility Guarantees for DP-SGDarXiv에 게시된 'Fundamental Limitations of Favorable Privacy-Utility Guarantees for DP-SGD' 논문에 대한 자세한 리뷰입니다.#Review#Differential Privacy (DP)#DP-SGD#f-differential privacy#Privacy-Utility Trade-off#Shuffled Sampling#Poisson Subsampling#Gaussian Noise#Worst-Case Adversary2026년 1월 20일댓글 수 로딩 중
[논문리뷰] When Explainability Meets Privacy: An Investigation at the Intersection of Post-hoc Explainability and Differential Privacy in the Context of Natural Language ProcessingGjergji Kasneci이 arXiv에 게시한 'When Explainability Meets Privacy: An Investigation at the Intersection of Post-hoc Explainability and Differential Privacy in the Context of Natural Language Processing' 논문에 대한 자세한 리뷰입니다.#Review#Natural Language Processing (NLP)#Explainable AI (XAI)#Post-hoc Explainability#Differential Privacy (DP)#Privacy-Utility Trade-off#Model Faithfulness#Text Privatization2025년 8월 15일댓글 수 로딩 중