Machanavajjhala, Ashwin
- Benchmarking Differentially Private Synthetic Data Generation Algorithms
2021/12/16 by Yuchao Tao, Ryan M. McKenna, Tao, Yuchao +7 · 12 citations
Computer Science · #Privacy-Preserving Technologies in Data #Cryptography and Data Security #Advanced Data Storage Technologies
- On the Privacy Properties of Variants on the Sparse Vector Technique
2015/08/28 by Yan Chen, Chen, Yan, Ashwin Machanavajjhala +1 · 4 citations
Computer Science · #Cryptography and Data Security #Cryptography and Security (cs.CR) #Databases (cs.DB) #FOS: Computer and information sciences #Mobile Crowdsensing and Crowdsourcing #Privacy-Preserving Technologies in Data
- PreFair: Privately Generating Justifiably Fair Synthetic Data
2022/12/20 by Amir Gilad, Pujol, David, Ashwin Machanavajjhala +2 · 5 citations
Computer Science · #Privacy-Preserving Technologies in Data #Cryptography and Data Security #Blockchain Technology Applications and Security
- Fair Decision Making using Privacy-Protected Data
2019/05/29 by Kuppam, Satya, Mckenna, Ryan, Pujol, David +3 · 3 citations
#Databases (cs.DB) #FOS: Computer and information sciences
- Shrinkwrap: Differentially-Private Query Processing in Private Data Federations
2018/10/03 by Johes Bater, Bater, Johes, Xi He +7 · 4 citations
Computer Science · #Cryptography and Data Security #Privacy-Preserving Technologies in Data #Internet Traffic Analysis and Secure E-voting
- Publishing Wikipedia usage data with strong privacy guarantees
2023/08/30 by Temilola Adeleye, Adeleye, Temilola, Skye Berghel +20 · 4 citations
Computer Science · Social Sciences · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Privacy-Preserving Technologies in Data #Wikis in Education and Collaboration
- One-sided Differential Privacy
2017/12/16 by Doudalis, Stelios, Kotsogiannis, Ios, Haney, Samuel +2 · 2 citations
#Cryptography and Security (cs.CR) #FOS: Computer and information sciences
- Worst-Case Background Knowledge for Privacy-Preserving Data Publishing
2007/05/19 by David Martín, Martin, David J., Daniel Kifer +7 · 2 citations
Computer Science · Social Sciences · #Access Control and Trust #Cryptography and Data Security #Databases (cs.DB) #FOS: Computer and information sciences #Privacy-Preserving Technologies in Data
- Composing Differential Privacy and Secure Computation: A case study on scaling private record linkage
2017/02/02 by Xi He, Ashwin Machanavajjhala, He, Xi +5 · 2 citations
Computer Science · Decision Sciences · #Privacy-Preserving Technologies in Data #Cryptography and Data Security #Data Quality and Management
- Tumult Analytics: a robust, easy-to-use, scalable, and expressive framework for differential privacy
2022/12/08 by Skye Berghel, Berghel, Skye, Philip Bohannon +23 · 2 citations
Computer Science · Medicine · #COVID-19 Digital Contact Tracing #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #HIV, Drug Use, Sexual Risk #Privacy-Preserving Technologies in Data
- Bayesian and Frequentist Semantics for Common Variations of Differential Privacy: Applications to the 2020 Census
2022/09/07 by Daniel Kifer, Kifer, Daniel, John M. Abowd +13 · 2 citations
Computer Science · Mathematics · #Advanced Causal Inference Techniques #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Methodology (stat.ME) #Privacy-Preserving Technologies in Data
- Differentially Private Algorithms for Empirical Machine Learning
2014/11/20 by Stoddard, Ben, Chen, Yan, Machanavajjhala, Ashwin · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- DPXPlain: Privately Explaining Aggregate Query Answers
2022/09/02 by Yuchao Tao, Tao, Yuchao, Amir Gilad +5 · 2 citations
Computer Science · Decision Sciences · #Cryptography and Data Security #Data Quality and Management #Databases (cs.DB) #FOS: Computer and information sciences #Privacy-Preserving Technologies in Data
- Principled Evaluation of Differentially Private Algorithms using DPBench
2015/12/15 by Michael Hay, Hay, Michael, Ashwin Machanavajjhala +7 · 1 citation
Computer Science · #Cryptography and Data Security #Cryptography and Security (cs.CR) #Databases (cs.DB) #FOS: Computer and information sciences #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
- Differentially private significance tests for regression coefficients
2017/05/26 by Andrés F. Barrientos, Jerome P. Reiter, Barrientos, Andrés F. +5 · 1 citation
Computer Science · #Cryptography and Data Security #FOS: Computer and information sciences #Methodology (stat.ME) #Mobile Crowdsensing and Crowdsourcing #Privacy-Preserving Technologies in Data
- HDMM: Optimizing error of high-dimensional statistical queries under differential privacy
2021/06/23 by Ryan McKenna, McKenna, Ryan, Gerome Miklau +5 · 1 citation
Computer Science · #Cryptography and Data Security #Cryptography and Security (cs.CR) #Databases (cs.DB) #FOS: Computer and information sciences #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
- Multi-Analyst Differential Privacy for Online Query Answering
2022/12/19 by Pujol, David, Sun, Albert, Fain, Brandon +1 · 1 citation
#Computers and Society (cs.CY) #Cryptography and Security (cs.CR) #Databases (cs.DB) #FOS: Computer and information sciences
- DP-PQD: Privately Detecting Per-Query Gaps In Synthetic Data Generated By Black-Box Mechanisms
2023/09/15 by Shweta Patwa, Patwa, Shweta, Danyu Sun +7 · 1 citation
Computer Science · #Blockchain Technology Applications and Security #Cryptography and Data Security #Cryptography and Security (cs.CR) #Databases (cs.DB) #FOS: Computer and information sciences #Privacy-Preserving Technologies in Data
- Slowly Scaling Per-Record Differential Privacy
2024/09/26 by Finley, Brian, Caruso, Anthony M, Doty, Justin C +5 · 1 citation
#Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Methodology (stat.ME)