Privacy

Sharp Composition Bounds for Gaussian Differential Privacy via Edgeworth Expansion ICML 2020 Smart Contract Vulnerability Detection using Graph Neural Network IJCAI 2020 Smoothly Bounding User Contributions in Differential Privacy NeurIPS 2020 SpecMark: A Spectral Watermarking Framework for IP Protection of Speech Recognition Systems Interspeech 2020 Stability of Stochastic Gradient Descent on Nonsmooth Convex Losses NeurIPS 2020 Surfacing Privacy Settings Using Semantic Matching EMNLP 2020 Synthetic Data Generators -- Sequential and Private NeurIPS 2020 TBT: Targeted Neural Network Attack With Bit Trojan CVPR 2020 Telekine: Secure Computing with Cloud GPUs NSDI 2020 TextHide: Tackling Data Privacy in Language Understanding Tasks EMNLP 2020 The Discrete Gaussian for Differential Privacy NeurIPS 2020 The Flajolet-Martin Sketch Itself Preserves Differential Privacy: Private Counting with Minimal Space NeurIPS 2020 The Privacy ZEBRA: Zero Evidence Biometric Recognition Assessment Interspeech 2020 The Secret Revealer: Generative Model-Inversion Attacks Against Deep Neural Networks CVPR 2020 Tight Analysis of Privacy and Utility Tradeoff in Approximate Differential Privacy AISTATS 2020 TimeCrypt: Encrypted Data Stream Processing at Scale with Cryptographic Access Control NSDI 2020 Towards Better Generalization of Adaptive Gradient Methods NeurIPS 2020 Towards practical differentially private causal graph discovery NeurIPS 2020 Trade-offs and Guarantees of Adversarial Representation Learning for Information Obfuscation NeurIPS 2020 Training Keyword Spotting Models on Non-IID Data with Federated Learning Interspeech 2020 Truthful Data Acquisition via Peer Prediction NeurIPS 2020 UDH: Universal Deep Hiding for Steganography, Watermarking, and Light Field Messaging NeurIPS 2020 Understanding Gradient Clipping in Private SGD: A Geometric Perspective NeurIPS 2020 Universal Adversarial Attacks on Spoken Language Assessment Systems Interspeech 2020 Universal Litmus Patterns: Revealing Backdoor Attacks in CNNs CVPR 2020