Ivoline C. Ngong

PhD student, University of Vermont

Joined

June 2023

Names

Ivoline C. Ngong (Preferred)

Ivoline Ngong

Emails

****@gmail.com (Confirmed)

****@uvm.edu (Confirmed)

Personal Links

Career & Education History

PhD student

University of Vermont (uvm.edu)

2021 – Present

Intern

IBM, International Business Machines (us.ibm.com)

2025 – 2025

Advisors, Relations & Conflicts

PhD Advisor

Joseph Near

2021 – Present

Expertise

Machine Learning

Present

Differential Privacy

Present

Secure multi party computation

Present

Publications

Protecting Users From Themselves: Safeguarding Contextual Privacy in Interactions with Conversational Agents
Ivoline C. Ngong, Swanand Kadhe, Hao Wang, Keerthiram Murugesan, Justin D. Weisz, Amit Dhurandhar, Karthikeyan Natesan Ramamurthy
- CoRR 2025
- Readers: Everyone
SoK: Usability Studies in Differential Privacy
Onyinye Dibia, Prianka Bhattacharjee, Brad Stenger, Steven Baldasty, Mako Bates, Ivoline C. Ngong, Yuanyuan Feng, Joseph P. Near
- Proc. Priv. Enhancing Technol. 2025
- Readers: Everyone
Protecting Users From Themselves: Safeguarding Contextual Privacy in Interactions with Conversational Agents
Ivoline C. Ngong, Swanand Ravindra Kadhe, Hao Wang, Keerthiram Murugesan, Justin D. Weisz, Amit Dhurandhar, Karthikeyan Natesan Ramamurthy
- ACL (Findings) 2025
- Readers: Everyone
Differentially Private Learning Needs Better Model Initialization and Self-Distillation
Ivoline C. Ngong, Joseph P. Near, Niloofar Mireshghallah
- NAACL (Long Papers) 2025
- Readers: Everyone
Protecting Users From Themselves: Safeguarding Contextual Privacy in Interactions with Conversational Agents
Ivoline C. Ngong, Swanand Kadhe, Hao Wang, Keerthiram Murugesan, Justin D. Weisz, Amit Dhurandhar, Karthikeyan Natesan Ramamurthy
- SoLaR Poster
- Readers: Everyone
Differentially Private Learning Needs Better Model Initialization and Self-Distillation
Ivoline C. Ngong, Joseph Near, Niloofar Mireshghallah
- SoLaR Poster
- Readers: Everyone
SoK: Usability Studies in Differential Privacy
Onyinye Dibia, Brad Stenger, Steven Baldasty, Mako Bates, Ivoline C. Ngong, Yuanyuan Feng, Joseph P. Near
- CoRR 2024
- Readers: Everyone
Evaluating the Usability of Differential Privacy Tools with Data Practitioners
Ivoline C. Ngong, Brad Stenger, Joseph P. Near, Yuanyuan Feng
- SOUPS @ USENIX Security Symposium 2024
- Readers: Everyone
Olympia: A Simulation Framework for Evaluating the Concrete Scalability of Secure Aggregation Protocols
Ivoline C. Ngong, Nicholas Gibson, Joseph P. Near
- SaTML 2024
- Readers: Everyone

View all 15 publications

Ivoline C. Ngong

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Co-Authors