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Adam Dziedzic

1

Affiliations

Affiliations

University of Chicago, Vector Institute, University of Toronto, CISPA

Topic trends: 32,543 papers · similarity ≥ 0.4 · year ≥ 2024 · Data sourced from Semantic Scholar

34,598 papers | Abstracts: 31,650 (91.5%) | Citations: 34,598 (100.0%) | arXiv: 26,074 (75.4%)

Built: Feb 15, 2026, 3:09 AM AMS

12

papers

218

total citations

papers (12)

Flocks of Stochastic Parrots: Differentially Private Prompt Learning for Large Language Models

NEURIPS 2023arXiv

Dataset Inference for Self-Supervised Models

NEURIPS 2022arXiv

Have it your way: Individualized Privacy Assignment for DP-SGD

NEURIPS 2023arXiv

Exploring the limits of strong membership inference attacks on large language models

NEURIPS 2025arXiv

Bucks for Buckets (B4B): Active Defenses Against Stealing Encoders

NEURIPS 2023arXiv

Privacy Attacks on Image AutoRegressive Models

CDI: Copyrighted Data Identification in Diffusion Models

Robust and Actively Secure Serverless Collaborative Learning

NEURIPS 2023arXiv

Captured by Captions: On Memorization and its Mitigation in CLIP Models

Precise Parameter Localization for Textual Generation in Diffusion Models

Differentially Private Prototypes for Imbalanced Transfer Learning

Memorization in Graph Neural Networks

NEURIPS 2025arXiv