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Tight Auditing of Differential Privacy in MST and AIM  🛡️Privacy
arxiv.org·4d
Benchmarking the Utility of Privacy-Preserving Cox Regression Under Data-Driven Clipping Bounds: A Multi-Dataset Simulation Study  🌸Bloom Filters
arxiv.org·1d
Estimating Power-Law Exponent with Edge Differential Privacy  🌸Bloom Filters
arxiv.org·2d
DPrivBench: Benchmarking LLMs' Reasoning for Differential Privacy  🏆LLM Benchmarking
arxiv.org·5d
Differentially Private Model Merging  💾Binary Formats
arxiv.org·1d
DPDSyn: Improving Differentially Private Dataset Synthesis for Model Training by Downstream Task Guidance  🛡️AI Security
arxiv.org·5d
Differential Privacy in Two-Layer Networks: How DP-SGD Harms Fairness and Robustness  📊Embeddings
arxiv.org·4d
Beyond Indistinguishability: Measuring Extraction Risk in LLM APIs  🏆LLM Benchmarking
arxiv.org·3d
LBFTI: Layer-Based Facial Template Inversion for Identity-Preserving Fine-Grained Face Reconstruction  🔢BitNet
arxiv.org·4d

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