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Privacy

2,847 papers

Papers per year

18
172
532
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Papers

Enhancing Speech Privacy with Slicing INTERSPEECH 2022
An Attention-Based Method for Guiding Attribute-Aligned Speech Representation Learning INTERSPEECH 2022
Membership Inference Attacks Against Self-supervised Speech Models INTERSPEECH 2022
User-Level Differential Privacy against Attribute Inference Attack of Speech Emotion Recognition on Federated Learning INTERSPEECH 2022
Bayesian Pseudo Posterior Mechanism under Asymptotic Differential Privacy JMLR 2022
Estimating Causal Effects under Network Interference with Bayesian Generalized Propensity Scores JMLR 2022
Two-mode Networks: Inference with as Many Parameters as Actors and Differential Privacy JMLR 2022
Ensembling Neural Networks for Improved Prediction and Privacy in Early Diagnosis of Sepsis MLHC 2022
Provably Confidential Language Modelling NAACL 2022
Federated Learning with Noisy User Feedback NAACL 2022
Robust Conversational Agents against Imperceptible Toxicity Triggers NAACL 2022
Selective Differential Privacy for Language Modeling NAACL 2022
A Study of the Attention Abnormality in Trojaned BERTs NAACL 2022
You Don’t Know My Favorite Color: Preventing Dialogue Representations from Revealing Speakers’ Private Personas NAACL 2022
AB/BA analysis: A framework for estimating keyword spotting recall improvement while maintaining audio privacy NAACL 2022
The Limits of Word Level Differential Privacy NAACL 2022
Gendered Language in Resumes and its Implications for Algorithmic Bias in Hiring NAACL 2022
Differential Privacy in Natural Language Processing: The Story So Far NAACL 2022
The Impact of Differential Privacy on Group Disparity Mitigation NAACL 2022
Privacy Leakage in Text Classification A Data Extraction Approach NAACL 2022
The Cycle of Trust and Responsibility in Outsourced AI NAACL 2022
Revisiting Queer Minorities in Lexicons NAACL 2022
Privid: Practical, Privacy-Preserving Video Analytics Queries NSDI 2022
Spectrum: High-bandwidth Anonymous Broadcast NSDI 2022
Donar: Anonymous VoIP over Tor NSDI 2022