{"total":35,"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":"2308.13504","title":"A2Q: Accumulator-Aware Quantization with Guaranteed Overflow Avoidance","created":"2023-08-25","cited_by_count":12,"area":null},{"id":"2302.10906","title":"Deep Neural Networks for Encrypted Inference with TFHE","created":"2023-02-13","cited_by_count":11,"area":null},{"id":"2209.11904","title":"CryptoGCN: Fast and Scalable Homomorphically Encrypted Graph Convolutional Network Inference","created":"2022-09-24","cited_by_count":10,"area":null},{"id":"2502.16782","title":"CipherPrune: Efficient and Scalable Private Transformer Inference","created":"2025-02-24","cited_by_count":10,"area":null},{"id":"2302.02407","title":"HyPHEN: A Hybrid Packing Method and Optimizations for Homomorphic Encryption-Based Neural Networks","created":"2023-02-05","cited_by_count":9,"area":null},{"id":"2203.14936","title":"FedVLN: Privacy-preserving Federated Vision-and-Language Navigation","created":"2022-03-28","cited_by_count":8,"area":null},{"id":"2209.15304","title":"Hiding Visual Information via Obfuscating Adversarial Perturbations","created":"2022-09-30","cited_by_count":7,"area":null},{"id":"2210.15614","title":"Private and Reliable Neural Network Inference","created":"2022-10-27","cited_by_count":7,"area":null},{"id":"2405.14569","title":"PrivCirNet: Efficient Private Inference via Block Circulant Transformation","created":"2024-05-23","cited_by_count":7,"area":null},{"id":"2409.17092","title":"Accumulator-Aware Post-Training Quantization for Large Language Models","created":"2024-09-25","cited_by_count":6,"area":null},{"id":"2401.10432","title":"A2Q+: Improving Accumulator-Aware Weight Quantization","created":"2024-01-19","cited_by_count":5,"area":null},{"id":"2208.13032","title":"RL-DistPrivacy: Privacy-Aware Distributed Deep Inference for low latency IoT systems","created":"2022-08-27","cited_by_count":4,"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":"2301.13376","title":"Quantized Neural Networks for Low-Precision Accumulation with Guaranteed Overflow Avoidance","created":"2023-01-31","cited_by_count":3,"area":null},{"id":"2409.16675","title":"CryptoTrain: Fast Secure Training on Encrypted Dataset","created":"2024-09-25","cited_by_count":3,"area":null},{"id":"2308.05629","title":"Inhibitor Transformers and Gated RNNs for Torus Efficient Fully Homomorphic Encryption","created":"2023-08-10","cited_by_count":2,"area":null},{"id":"2405.06038","title":"From Algorithm to Hardware: A Survey on Efficient and Safe Deployment of Deep Neural Networks","created":"2024-05-09","cited_by_count":2,"area":null},{"id":"2507.03278","title":"Securing Transformer-based AI Execution via Unified TEEs and Crypto-protected Accelerators","created":"2025-07-04","cited_by_count":2,"area":null},{"id":"2102.00319","title":"Efficient CNN Building Blocks for Encrypted Data","created":"2021-01-30","cited_by_count":1,"area":null},{"id":"2402.01296","title":"Bi-CryptoNets: Leveraging Different-Level Privacy for Encrypted Inference","created":"2024-02-02","cited_by_count":1,"area":null},{"id":"2408.15231","title":"DCT-CryptoNets: Scaling Private Inference in the Frequency Domain","created":"2024-08-27","cited_by_count":1,"area":null},{"id":"2410.05349","title":"SoK: Towards Security and Safety of Edge AI","created":"2024-10-07","cited_by_count":1,"area":null},{"id":"2506.15258","title":"Privacy-Preserving Chest X-ray Classification in Latent Space with Homomorphically Encrypted Neural Inference","created":"2025-06-18","cited_by_count":1,"area":null},{"id":"2510.21086","title":"DictPFL: Efficient and Private Federated Learning on Encrypted Gradients","created":"2025-10-24","cited_by_count":1,"area":null},{"id":"2208.01113","title":"On the Evaluation of User Privacy in Deep Neural Networks using Timing Side Channel","created":"2022-08-01","cited_by_count":0,"area":null},{"id":"2310.02041","title":"The Inhibitor: ReLU and Addition-Based Attention for Efficient Transformers under Fully Homomorphic Encryption on the Torus","created":"2023-10-03","cited_by_count":0,"area":null},{"id":"2403.20190","title":"Homomorphic WiSARDs: Efficient Weightless Neural Network training over encrypted data","created":"2024-03-29","cited_by_count":0,"area":null},{"id":"2407.00538","title":"Privacy-Preserving and Trustworthy Deep Learning for Medical Imaging","created":"2024-06-29","cited_by_count":0,"area":null},{"id":"2407.06570","title":"Attack GAN (AGAN ): A new Security Evaluation Tool for Perceptual Encryption","created":"2024-07-09","cited_by_count":0,"area":null},{"id":"2502.00847","title":"SecPE: Secure Prompt Ensembling for Private and Robust Large Language Models","created":"2025-02-02","cited_by_count":0,"area":null},{"id":"2602.19918","title":"RobPI: Robust Private Inference against Malicious Client","created":"2026-02-23","cited_by_count":0,"area":null},{"id":"2609.13636","title":"EI-DDLGN: Efficient Encrypted Inference with Deep Differentiable Logic Gate Networks under TFHE","created":"2026-09-12","cited_by_count":0,"area":null}],"next_cursor":null}