Near, Joseph P.
- Evaluating the Usability of Differential Privacy Tools with Data Practitioners
2023/09/24 by Ivoline C. Ngong, Brad Stenger, Ngong, Ivoline C. +5 · 2 citations
Computer Science · #Privacy-Preserving Technologies in Data
- Duet: An Expressive Higher-order Language and Linear Type System for Statically Enforcing Differential Privacy
2019/09/05 by Near, Joseph P., Darais, David, Abuah, Chike +8 · 1 citation
#Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Programming Languages (cs.PL)
- Backpropagation Clipping for Deep Learning with Differential Privacy
2022/02/10 by Timothy Stevens, Ivoline C. Ngong, Stevens, Timothy +9 · 1 citation
Computer Science · #Advanced Neural Network Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
- SoK: Usability Studies in Differential Privacy
2024/12/22 by Onyinye Dibia, Dibia, Onyinye, Bhattacharjee, Prianka +12 · 2 citations
Social Sciences · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Privacy, Security, and Data Protection
- Differentially Private Learning Needs Better Model Initialization and Self-Distillation
2024/10/23 by Ngong, Ivoline C., Near, Joseph P., Mireshghallah, Niloofar · 1 citation
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- "We Need a Standard": Toward an Expert-Informed Privacy Label for Differential Privacy
2025/07/21 by Dibia, Onyinye, Lu, Mengyi, Bhattacharjee, Prianka +2 · 2 citations
#68-XX 68-XX 68-XX #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)