{"total":23,"rows":[{"id":"2106.07229","title":"Privacy-Preserving Machine Learning with Fully Homomorphic Encryption for Deep Neural Network","created":"2021-06-14","cited_by_count":57,"area":null},{"id":"2206.00216","title":"THE-X: Privacy-Preserving Transformer Inference with Homomorphic Encryption","created":"2022-06-01","cited_by_count":57,"area":null},{"id":"2104.03152","title":"TenSEAL: A Library for Encrypted Tensor Operations Using Homomorphic Encryption","created":"2021-04-07","cited_by_count":52,"area":null},{"id":"2102.05188","title":"CaPC Learning: Confidential and Private Collaborative Learning","created":"2021-02-09","cited_by_count":33,"area":null},{"id":"2105.04236","title":"SIRNN: A Math Library for Secure RNN Inference","created":"2021-05-10","cited_by_count":28,"area":null},{"id":"2210.15614","title":"Private and Reliable Neural Network Inference","created":"2022-10-27","cited_by_count":7,"area":null},{"id":"2103.16139","title":"Enabling Homomorphically Encrypted Inference for Large DNN Models","created":"2021-03-30","cited_by_count":6,"area":null},{"id":"2302.01584","title":"TT-TFHE: a Torus Fully Homomorphic Encryption-Friendly Neural Network Architecture","created":"2023-02-03","cited_by_count":4,"area":null},{"id":"2310.10349","title":"Optimized Layerwise Approximation for Efficient Private Inference on Fully Homomorphic Encryption","created":"2023-10-16","cited_by_count":4,"area":null},{"id":"2112.12855","title":"SoK: Privacy-preserving Deep Learning with Homomorphic Encryption","created":"2021-12-23","cited_by_count":3,"area":null},{"id":"2209.00411","title":"Efficient ML Models for Practical Secure Inference","created":"2022-08-26","cited_by_count":2,"area":null},{"id":"2310.06840","title":"Hyperdimensional Computing as a Rescue for Efficient Privacy-Preserving Machine Learning-as-a-Service","created":"2023-08-17","cited_by_count":2,"area":null},{"id":"2102.03494","title":"FFConv: Fast Factorized Convolutional Neural Network Inference on Encrypted Data","created":"2021-02-06","cited_by_count":1,"area":null},{"id":"2205.05825","title":"Privacy-Preserving Distributed Machine Learning Made Faster","created":"2022-05-12","cited_by_count":1,"area":null},{"id":"2210.15189","title":"Partially Oblivious Neural Network Inference","created":"2022-10-27","cited_by_count":1,"area":null},{"id":"2302.08260","title":"HE-MAN -- Homomorphically Encrypted MAchine learning with oNnx models","created":"2023-02-16","cited_by_count":1,"area":null},{"id":"2402.11224","title":"Neural Networks with (Low-Precision) Polynomial Approximations: New Insights and Techniques for Accuracy Improvement","created":"2024-02-17","cited_by_count":1,"area":null},{"id":"2403.07283","title":"A Framework for Cost-Effective and Self-Adaptive LLM Shaking and Recovery Mechanism","created":"2024-03-12","cited_by_count":1,"area":null},{"id":"2407.18353","title":"Privacy-Preserving Hierarchical Model-Distributed Inference","created":"2024-07-25","cited_by_count":1,"area":null},{"id":"2210.12415","title":"ALT: Boosting Deep Learning Performance by Breaking the Wall between Graph and Operator Level Optimizations","created":"2022-10-22","cited_by_count":0,"area":null},{"id":"2211.09353","title":"SFPDML: Securer and Faster Privacy-Preserving Distributed Machine Learning based on MKTFHE","created":"2022-11-17","cited_by_count":0,"area":null},{"id":"2302.08930","title":"Towards Automated Homomorphic Encryption Parameter Selection with Fuzzy Logic and Linear Programming","created":"2023-02-17","cited_by_count":0,"area":null},{"id":"2601.09460","title":"SoK: Enhancing Cryptographic Collaborative Learning with Differential Privacy","created":"2026-01-14","cited_by_count":0,"area":null}],"next_cursor":null}