| Wide-AdGraph: Detecting Ad Trackers with a Wide Dependency Chain Graph | Apr 29, 2020 | BlockingGraph Representation Learning | CodeCode Available | 0 |
| ConfLab: A Data Collection Concept, Dataset, and Benchmark for Machine Analysis of Free-Standing Social Interactions in the Wild | May 10, 2022 | Privacy Preserving | CodeCode Available | 0 |
| SensitiveNets: Learning Agnostic Representations with Application to Face Images | Feb 1, 2019 | Face RecognitionFairness | CodeCode Available | 0 |
| Homogeneous Learning: Self-Attention Decentralized Deep Learning | Oct 11, 2021 | Deep LearningFederated Learning | CodeCode Available | 0 |
| A Framework for Evaluating Privacy-Utility Trade-off in Vertical Federated Learning | Sep 8, 2022 | Federated LearningPrivacy Preserving | CodeCode Available | 0 |
| One size does not fit all: Investigating strategies for differentially-private learning across NLP tasks | Dec 15, 2021 | AllPrivacy Preserving | CodeCode Available | 0 |
| Privacy-Preserving Conformal Prediction Under Local Differential Privacy | May 21, 2025 | Conformal PredictionLarge Language Model | CodeCode Available | 0 |
| Use of Air Quality Sensor Network Data for Real-time Pollution-Aware POI Suggestion | Feb 13, 2025 | Collaborative FilteringDecision Making | CodeCode Available | 0 |
| VertiBayes: Learning Bayesian network parameters from vertically partitioned data with missing values | Oct 31, 2022 | Federated LearningMissing Values | CodeCode Available | 0 |
| On Lightweight Privacy-Preserving Collaborative Learning for Internet of Things by Independent Random Projections | Dec 11, 2020 | BIG-bench Machine LearningPrivacy Preserving | CodeCode Available | 0 |
