| Code Integrity Attestation for PLCs using Black Box Neural Network Predictions | Jun 15, 2021 | Privacy Preserving | —Unverified | 0 |
| Privacy-Preserving Machine Learning with Fully Homomorphic Encryption for Deep Neural Network | Jun 14, 2021 | BIG-bench Machine LearningPrivacy Preserving | —Unverified | 0 |
| Understanding the Interplay between Privacy and Robustness in Federated Learning | Jun 13, 2021 | Adversarial RobustnessFederated Learning | —Unverified | 0 |
| Towards a Privacy-preserving Deep Learning-based Network Intrusion Detection in Data Distribution Services | Jun 12, 2021 | Deep LearningIntrusion Detection | —Unverified | 0 |
| Federated Learning with Buffered Asynchronous Aggregation | Jun 11, 2021 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| FedDICE: A ransomware spread detection in a distributed integrated clinical environment using federated learning and SDN based mitigation | Jun 9, 2021 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| FedNILM: Applying Federated Learning to NILM Applications at the Edge | Jun 7, 2021 | Federated LearningModel Compression | —Unverified | 0 |
| Information Theoretic Evaluation of Privacy-Leakage, Interpretability, and Transferability for Trustworthy AI | Jun 6, 2021 | Heart Rate VariabilityPrivacy Preserving | —Unverified | 0 |
| An Attribute-Aligned Strategy for Learning Speech Representation | Jun 5, 2021 | AttributeEmotion Recognition | —Unverified | 0 |
| Tetrad: Actively Secure 4PC for Secure Training and Inference | Jun 5, 2021 | BenchmarkingFairness | —Unverified | 0 |
| Privacy-Preserving Training of Tree Ensembles over Continuous Data | Jun 5, 2021 | Privacy Preserving | —Unverified | 0 |
| Adam in Private: Secure and Fast Training of Deep Neural Networks with Adaptive Moment Estimation | Jun 4, 2021 | Privacy Preserving | —Unverified | 0 |
| Temporally coherent video anonymization through GAN inpainting | Jun 4, 2021 | Face AnonymizationGenerative Adversarial Network | —Unverified | 0 |
| Multilingual Medical Question Answering and Information Retrieval for Rural Health Intelligence Access | Jun 2, 2021 | Information RetrievalMedical Question Answering | —Unverified | 0 |
| Federated Neural Collaborative Filtering | Jun 2, 2021 | Collaborative FilteringFederated Learning | —Unverified | 0 |
| A Privacy-Preserving and Trustable Multi-agent Learning Framework | Jun 2, 2021 | Privacy Preserving | —Unverified | 0 |
| Communication-Efficient Split Learning Based on Analog Communication and Over the Air Aggregation | Jun 2, 2021 | Collaborative InferencePrivacy Preserving | —Unverified | 0 |
| Personalizing Pre-trained Models | Jun 2, 2021 | Continual LearningFew-Shot Learning | —Unverified | 0 |
| Private Text Classification with Convolutional Neural Networks | Jun 1, 2021 | ClassificationPrivacy Preserving | —Unverified | 0 |
| An Investigation towards Differentially Private Sequence Tagging in a Federated Framework | Jun 1, 2021 | Federated Learningnamed-entity-recognition | —Unverified | 0 |
| Private Release of Text Embedding Vectors | Jun 1, 2021 | Privacy Preserving | —Unverified | 0 |
| Privacy Regularization: Joint Privacy-Utility Optimization in LanguageModels | Jun 1, 2021 | MemorizationPrivacy Preserving | —Unverified | 0 |
| Building blocks of a task-oriented dialogue system in the healthcare domain | Jun 1, 2021 | Dialogue ManagementManagement | —Unverified | 0 |
| Unifying Distillation with Personalization in Federated Learning | May 31, 2021 | FairnessFederated Learning | —Unverified | 0 |
| HEMET: A Homomorphic-Encryption-Friendly Privacy-Preserving Mobile Neural Network Architecture | May 31, 2021 | Privacy Preserving | —Unverified | 0 |