Sotabase

Career

· Associate Professor with Tenure, Columbia University2020–
· Associate Professor, Columbia University2016–
· Assistant Professor, Columbia University2012–2015
· Instructor, Columbia University2011–2012
· PhD in Computer Science, University of Washington2011–
· Intern, Google, Inc.2008–2008
· Research Intern, Microsoft Research2007–2007
· MS in Computer Science, University of Washington2007–
· B.S. in Computer Science and Engineering, Polytechnic University of Bucharest2005–
· Research Assistant, University of Washington2005–2011
· Research Assistant, Polytechnic University of Bucharest2003–2005
· Columbia University

Publications (45)

Certified Robustness to Adversarial Examples with Differential Privacy
IEEE Symposium on Security and Privacy · 2018
994
cited
Vanish: Increasing Data Privacy with Self-Destructing Data
USENIX Security Symposium · 2009
449
cited
FairTest: Discovering Unwarranted Associations in Data-Driven Applications
European Symposium on Security and Privacy · 2015
187
cited
XRay: Enhancing the Web's Transparency with Differential Correlation
USENIX Security Symposium · 2014
124
cited
Toward Training at ImageNet Scale with Differential Privacy
arXiv.org · 2022
117
cited
CleanOS: Limiting Mobile Data Exposure with Idle Eviction
USENIX Symposium on Operating Systems Design and Implementation · 2012
115
cited
Information Science
Nature · 1971
108
cited
Comet: An active distributed key-value store
USENIX Symposium on Operating Systems Design and Implementation · 2010
91
cited
Sunlight: Fine-grained Targeting Detection at Scale with Statistical Confidence
Conference on Computer and Communications Security · 2015
79
cited
Homeviews: peer-to-peer middleware for personal data sharing applications
ACM SIGMOD Conference · 2007
67
cited
Synapse: a microservices architecture for heterogeneous-database web applications
European Conference on Computer Systems · 2015
55
cited
Keypad: an auditing file system for theft-prone devices
European Conference on Computer Systems · 2011
52
cited
POSIX abstractions in modern operating systems: the old, the new, and the missing
European Conference on Computer Systems · 2016
50
cited
Privacy accounting and quality control in the sage differentially private ML platform
ACM SIGOPS Operating Systems Review · 2019
50
cited
Advancing Differential Privacy: Where We Are Now and Future Directions for Real-World Deployment
2023
48
cited
CloudViews: Communal Data Sharing in Public Clouds
USENIX Workshop on Hot Topics in Cloud Computing · 2009
42
cited
Organizing and sharing distributed personal web-service data
The Web Conference · 2008
42
cited
Pythia: Grammar-Based Fuzzing of REST APIs with Coverage-guided Feedback and Learning-based Mutations
arXiv.org · 2020
42
cited
Discovering Unwarranted Associations in Data-Driven Applications with the FairTest Testing Toolkit
arXiv.org · 2015
36
cited
Pebbles: Fine-Grained Data Management Abstractions for Modern Operating Systems
USENIX Symposium on Operating Systems Design and Implementation · 2014
34
cited
Sotabase
Roxana Geambasu | Researcher Profile | Sotabase | Sotabase