conftrace_

privacy-preserving training

11 papers

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Co-occurring keywords

differential privacy (1016) model memorization (25) text-to-text transformer (29) language model (4599) federated learning (1333) mobile training (1) multi-party computation (11) linear communication complexity (1) dropout resilience (1) model initialization (32)

Papers

Empirical Evaluation of Loss Masking to Selectively Prevent Memorization ACL 2025
Differentially Private Learning Needs Better Model Initialization and Self-Distillation NAACL 2025
Backdoor Attack on Vertical Federated Graph Neural Network Learning IJCAI 2025
MobileA3gent: Training Mobile GUI Agents Using Decentralized Self-Sourced Data from Diverse Users EMNLP 2025
Dropout-Resilient Secure Multi-Party Collaborative Learning with Linear Communication Complexity AISTATS 2023
HETAL: Efficient Privacy-preserving Transfer Learning with Homomorphic Encryption ICML 2023
Training Text-to-Text Transformers with Privacy Guarantees NAACL 2022
Training Text-to-Text Transformers with Privacy Guarantees ACL 2022
Tempered Sigmoid Activations for Deep Learning with Differential Privacy AAAI 2021
Goten: GPU-Outsourcing Trusted Execution of Neural Network Training AAAI 2021
An Investigation into On-Device Personalization of End-to-End Automatic Speech Recognition Models INTERSPEECH 2019