Ivoline C. Ngong

16 papers Journal 12Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
AgentSCOPE: Evaluating Contextual Privacy Across Agentic Workflows.
CoRR
Ivoline C. Ngong, Keerthiram Murugesan, Swanand Kadhe, Justin D. Weisz, Amit Dhurandhar, Karthikeyan Natesan Ramamurthy
2026 J jnl
Beyond Fixed Psychological Personas: State Beats Trait, but Language Models are State-Blind.
CoRR
Tamunotonye Harry, Ivoline C. Ngong, Chima Nweke, Yuanyuan Feng, Joseph P. Near
2026 J jnl
Differentially Private Multimodal In-Context Learning.
CoRR
Ivoline C. Ngong, Zarreen Reza, Joseph P. Near
2025 — conf
Differentially Private Learning Needs Better Model Initialization and Self-Distillation.
NAACL (Long Papers)
Ivoline C. Ngong, Joseph P. Near, Niloofar Mireshghallah
2025 J jnl
Distributed HDMM: Scalable, Distributed, Accurate, and Differentially Private Query Workloads without a Trusted Curator.
CoRR
Ratang Sedimo, Ivoline C. Ngong, Jami Lashua, Joseph P. Near
2025 — conf
Protecting Users From Themselves: Safeguarding Contextual Privacy in Interactions with Conversational Agents.
ACL (Findings)
Ivoline C. Ngong, Swanand Ravindra Kadhe, Hao Wang, Keerthiram Murugesan, Justin D. Weisz, Amit Dhurandhar, Karthikeyan Natesan Ramamurthy
2025 J jnl
Protecting Users From Themselves: Safeguarding Contextual Privacy in Interactions with Conversational Agents.
CoRR
Ivoline C. Ngong, Swanand Kadhe, Hao Wang, Keerthiram Murugesan, Justin D. Weisz, Amit Dhurandhar, Karthikeyan Natesan Ramamurthy
2025 J jnl
SoK: Usability Studies in Differential Privacy.
Proc. Priv. Enhancing Technol.
Onyinye Dibia, Prianka Bhattacharjee, Brad Stenger, Steven Baldasty, Mako Bates, Ivoline C. Ngong, Yuanyuan Feng, Joseph P. Near
2024 J jnl
Differentially Private Learning Needs Better Model Initialization and Self-Distillation.
CoRR
Ivoline C. Ngong, Joseph P. Near, Niloofar Mireshghallah
2024 — conf
Evaluating the Usability of Differential Privacy Tools with Data Practitioners.
SOUPS @ USENIX Security Symposium
Ivoline C. Ngong, Brad Stenger, Joseph P. Near, Yuanyuan Feng
2024 — conf
Olympia: A Simulation Framework for Evaluating the Concrete Scalability of Secure Aggregation Protocols.
SaTML
Ivoline C. Ngong, Nicholas Gibson, Joseph P. Near
2024 J jnl
SoK: Usability Studies in Differential Privacy.
CoRR
Onyinye Dibia, Brad Stenger, Steven Baldasty, Mako Bates, Ivoline C. Ngong, Yuanyuan Feng, Joseph P. Near
2023 J jnl
Evaluating the Usability of Differential Privacy Tools with Data Practitioners.
CoRR
Ivoline C. Ngong, Brad Stenger, Joseph P. Near, Yuanyuan Feng
2023 J jnl
OLYMPIA: A Simulation Framework for Evaluating the Concrete Scalability of Secure Aggregation Protocols.
CoRR
Ivoline C. Ngong, Nicholas Gibson, Joseph P. Near
2022 J jnl
Prediction Sensitivity: Continual Audit of Counterfactual Fairness in Deployed Classifiers.
CoRR
Krystal Maughan, Ivoline C. Ngong, Joseph P. Near
2020 J jnl
Towards Auditability for Fairness in Deep Learning.
CoRR
Ivoline C. Ngong, Krystal Maughan, Joseph P. Near