Sotabase

Career

· Head of Research, Wiremind2026–
· Assistant Professor, The University of British Columbia2021–
· Postdoctoral Researcher, Microsoft Research2019–2021
· PhD Student, Columbia University2013–2019
· Doctor of Philosophy (PhD), Computer Science, Columbia University in the City of New York2013–2017
· Research Assistant, Columbia University2012–2013
· Junior Consultant, Atos International2011–2011
· Master of Science, Computer Science, Columbia University in the City of New York2011–2012
· Co-founder, Pionid2010–2012
· Diplôme d'ingénieur de l'école Polytechnique, Computer Science - Networks, Ecole polytechnique2008–2011

Publications (21)

Certified Robustness to Adversarial Examples with Differential Privacy
IEEE Symposium on Security and Privacy · 2018
994
cited
XRay: Enhancing the Web's Transparency with Differential Correlation
USENIX Security Symposium · 2014
124
cited
Sunlight: Fine-grained Targeting Detection at Scale with Statistical Confidence
Conference on Computer and Communications Security · 2015
79
cited
Measuring the Effect of Training Data on Deep Learning Predictions via Randomized Experiments
International Conference on Machine Learning · 2022
64
cited
Synapse: a microservices architecture for heterogeneous-database web applications
European Conference on Computer Systems · 2015
55
cited
Privacy accounting and quality control in the sage differentially private ML platform
ACM SIGOPS Operating Systems Review · 2019
50
cited
Harvesting Randomness to Optimize Distributed Systems
ACM Workshop on Hot Topics in Networks · 2017
21
cited
On the Connection between Differential Privacy and Adversarial Robustness in Machine Learning
arXiv.org · 2018
20
cited
Pyramid: Enhancing Selectivity in Big Data Protection with Count Featurization
IEEE Symposium on Security and Privacy · 2017
9
cited
Enhancing Selectivity in Big Data
IEEE Security and Privacy · 2018
8
cited
Improving the Transparency of the Sharing Economy
The Web Conference · 2017
8
cited
Dispatch: secure, resilient mobile reporting
Conference on Applications, Technologies, Architectures, and Protocols for Computer Communication · 2013
6
cited
Fast optimization of weighted sparse decision trees for use in optimal treatment regimes and optimal policy design
CIKM Workshops · 2022
2
cited
Turbo: Effective Caching in Differentially-Private Databases
Symposium on Operating Systems Principles · 2023
2
cited
Sayer: Using Implicit Feedback to Optimize System Policies
ACM Symposium on Cloud Computing · 2021
1
cited
Sayer: Using Implicit Feedback to Improve System Policies
2021
Security, Privacy, and Transparency Guarantees for Machine Learning Systems
2019
Synapse: New Data Integration Abstractions for Agile Web Application Development
2015
Weaving a safe web of news
The Web Conference · 2013
Web Transparency for Complex Targeting
Measurement and Modeling of Computer Systems · 2015
Sotabase
Mathias Lecuyer | Researcher Profile | Sotabase | Sotabase