← Security & Privacy
Security & Privacy ›

Differential Privacy

409 directly classified papers

Papers per year

Papers

DPNAS: Neural Architecture Search for Deep Learning with Differential Privacy AAAI 2022
Differentially Private Regret Minimization in Episodic Markov Decision Processes AAAI 2022
Incorporating Item Frequency for Differentially Private Set Union AAAI 2022
Local Differential Privacy for Belief Functions AAAI 2022
Sentence-level Privacy for Document Embeddings ACL 2022
How reparametrization trick broke differentially-private text representation learning ACL 2022
Just Fine-tune Twice: Selective Differential Privacy for Large Language Models EMNLP 2022
A General Framework for Auditing Differentially Private Machine Learning NIPS 2022
SoteriaFL: A Unified Framework for Private Federated Learning with Communication Compression NIPS 2022
Improved Differential Privacy for SGD via Optimal Private Linear Operators on Adaptive Streams NIPS 2022
Privacy Induces Robustness: Information-Computation Gaps and Sparse Mean Estimation NIPS 2022
Anonymized Histograms in Intermediate Privacy Models NIPS 2022
Composition Theorems for Interactive Differential Privacy NIPS 2022
Momentum Aggregation for Private Non-convex ERM NIPS 2022
Identification, Amplification and Measurement: A bridge to Gaussian Differential Privacy NIPS 2022
Private Set Generation with Discriminative Information NIPS 2022
Private and Communication-Efficient Algorithms for Entropy Estimation NIPS 2022
Iron: Private Inference on Transformers NIPS 2022
Muffliato: Peer-to-Peer Privacy Amplification for Decentralized Optimization and Averaging NIPS 2022
Task-level Differentially Private Meta Learning NIPS 2022
Differentially Private Generalized Linear Models Revisited NIPS 2022
Differentially Private Graph Learning via Sensitivity-Bounded Personalized PageRank NIPS 2022
Shape And Structure Preserving Differential Privacy NIPS 2022
Improved Utility Analysis of Private CountSketch NIPS 2022
In Differential Privacy, There is Truth: on Vote-Histogram Leakage in Ensemble Private Learning NIPS 2022