Swanberg, Marika

1. Measuring memorization in language models via probabilistic extraction
   2024/10/25 by Jamie Hayes, Hayes, Jamie, Marika Swanberg +11 · 13 citations
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Natural Language Processing Techniques #Topic Modeling
2. Improved Differentially Private Analysis of Variance
   2019/03/01 by Swanberg, Marika, Globus-Harris, Ira, Griffith, Iris +3 · 2 citations
   #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
3. Differentially Private Sampling from Distributions
   2022/11/15 by Sofya Raskhodnikova, Satchit Sivakumar, Raskhodnikova, Sofya +5 · 2 citations
   Computer Science · #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Privacy-Preserving Technologies in Data
4. Auditing Privacy Mechanisms via Label Inference Attacks
   2024/06/04 by Robert Busa-Fekete, Busa-Fekete, Róbert István, Travis Dick +9 · 1 citation
   Computer Science · Social Sciences · #Adversarial Robustness in Machine Learning #Privacy-Preserving Technologies in Data #Privacy, Security, and Data Protection
5. ATTAXONOMY: Unpacking Differential Privacy Guarantees Against Practical Adversaries
   2024/05/02 by Rachel Cummings, Cummings, Rachel, S G Nawaz Hod +5 · 1 citation
   Computer Science · #Adversarial Robustness in Machine Learning #Computers and Society (cs.CY) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Privacy-Preserving Technologies in Data