Low Latency Privacy Preserving Inference

27 December 2018

Papers citing "Low Latency Privacy Preserving Inference"

30 / 30 papers shown

Title
SecPE: Secure Prompt Ensembling for Private and Robust Large Language Models Jiawen Zhang Kejia Chen Zunlei Feng Jian Lou Mingli Song J. Liu X. J. Yang AAML SILM FedML 45 1 0 02 Feb 2025
Flash: A Hybrid Private Inference Protocol for Deep CNNs with High Accuracy and Low Latency on CPU H. Roh Jinsu Yeo Yeongil Ko Gu-Yeon Wei David Brooks Woo-Seok Choi 82 2 0 20 Jan 2025
Leveraging ASIC AI Chips for Homomorphic Encryption Jianming Tong Tianhao Huang Leo de Castro Anirudh Itagi Jingtian Dang ... Asra Ali Jevin Jiang Arvind G. Edward Suh T. Krishna 41 0 0 13 Jan 2025
DCT-CryptoNets: Scaling Private Inference in the Frequency Domain Arjun Roy Kaushik Roy 122 1 0 27 Aug 2024
Batch-oriented Element-wise Approximate Activation for Privacy-Preserving Neural Networks Peng Zhang Ao Duan Xianglu Zou Yuhong Liu 16 0 0 16 Mar 2024
Hyena: Optimizing Homomorphically Encrypted Convolution for Private CNN Inference H. Roh Woo-Seok Choi 52 1 0 21 Nov 2023
AutoFHE: Automated Adaption of CNNs for Efficient Evaluation over FHE Wei Ao Vishnu Naresh Boddeti AAML 25 18 0 12 Oct 2023
AutoReP: Automatic ReLU Replacement for Fast Private Network Inference Hongwu Peng Shaoyi Huang Tong Zhou Yukui Luo Chenghong Wang ... Tony Geng Kaleel Mahmood Wujie Wen Xiaolin Xu Caiwen Ding OffRL 44 38 0 20 Aug 2023
Hyperdimensional Computing as a Rescue for Efficient Privacy-Preserving Machine Learning-as-a-Service Jaewoo Park Cheng-Guang Quan H.-J. Moon Jongeun Lee 19 1 0 17 Aug 2023
High-Resolution Convolutional Neural Networks on Homomorphically Encrypted Data via Sharding Ciphertexts Vivian Maloney R. Obrecht V. Saraph P. Rama K. Tallaksen 24 1 0 15 Jun 2023
Primer: Fast Private Transformer Inference on Encrypted Data Mengxin Zheng Qian Lou Lei Jiang 15 30 0 23 Mar 2023
vFHE: Verifiable Fully Homomorphic Encryption with Blind Hash Qian Lou M. Santriaji Ardhi Wiratama Baskara Yudha Jiaqi Xue Yan Solihin FedML 18 9 0 15 Mar 2023
HyPHEN: A Hybrid Packing Method and Optimizations for Homomorphic Encryption-Based Neural Networks Donghwan Kim J. Park Jongmin Kim Sangpyo Kim Jung Ho Ahn 21 17 0 05 Feb 2023
SoK: Fully Homomorphic Encryption Accelerators Junxue Zhang Xiaodian Cheng Liu Yang Jinbin Hu Ximeng Liu Kai Chen 26 22 0 04 Dec 2022
CryptoLight: An Electro-Optical Accelerator for Fully Homomorphic Encryption Mengxin Zheng Qian Lou Fan Chen Lei Jiang Yongxin Zhu 21 2 0 24 Nov 2022
CryptoGCN: Fast and Scalable Homomorphically Encrypted Graph Convolutional Network Inference Ran Ran Nuo Xu Wei Wang Quan Gang Jieming Yin Wujie Wen GNN 31 20 0 24 Sep 2022
Audit and Improve Robustness of Private Neural Networks on Encrypted Data Jiaqi Xue Lei Xu Lin Chen W. Shi Kaidi Xu Qian Lou AAML 20 5 0 20 Sep 2022
Cluster Based Secure Multi-Party Computation in Federated Learning for Histopathology Images Seyedeh Maryam Hosseini Milad Sikaroudi Morteza Babaie H. R. Tizhoosh OOD FedML 13 10 0 21 Aug 2022
Verifiable Encodings for Secure Homomorphic Analytics Sylvain Chatel Christian Knabenhans Apostolos Pyrgelis Carmela Troncoso Jean-Pierre Hubaux 25 19 0 28 Jul 2022
MATCHA: A Fast and Energy-Efficient Accelerator for Fully Homomorphic Encryption over the Torus Lei Jiang Qian Lou Nrushad Joshi 16 56 0 17 Feb 2022
BTS: An Accelerator for Bootstrappable Fully Homomorphic Encryption Sangpyo Kim Jongmin Kim M. Kim Wonkyung Jung Minsoo Rhu John Kim Jung Ho Ahn 13 136 0 31 Dec 2021
Enabling Inference Privacy with Adaptive Noise Injection Sanjay Kariyappa Ousmane Amadou Dia Moinuddin K. Qureshi 6 5 0 06 Apr 2021
A Study of Face Obfuscation in ImageNet Kaiyu Yang Jacqueline Yau Li Fei-Fei Jia Deng Olga Russakovsky PICV CVBM 30 144 0 10 Mar 2021
Efficient Encrypted Inference on Ensembles of Decision Trees Kanthi Kiran Sarpatwar Karthik Nandakumar N. Ratha J. Rayfield Karthikeyan Shanmugam Sharath Pankanti Roman Vaculin FedML 22 5 0 05 Mar 2021
BUNET: Blind Medical Image Segmentation Based on Secure UNET S. Bian Xiaowei Xu Weiwen Jiang Yiyu Shi Takashi Sato 20 5 0 14 Jul 2020
Faster Secure Data Mining via Distributed Homomorphic Encryption Junyi Li Heng-Chiao Huang FedML 26 20 0 17 Jun 2020
HERS: Homomorphically Encrypted Representation Search Joshua J. Engelsma Anil K. Jain Vishnu Naresh Boddeti 38 49 0 27 Mar 2020
ENSEI: Efficient Secure Inference via Frequency-Domain Homomorphic Convolution for Privacy-Preserving Visual Recognition S. Bian Tianchen Wang Masayuki Hiromoto Yiyu Shi Takashi Sato FedML 11 30 0 11 Mar 2020
SHE: A Fast and Accurate Deep Neural Network for Encrypted Data Qian Lou Lei Jiang 13 120 0 01 Jun 2019
Slalom: Fast, Verifiable and Private Execution of Neural Networks in Trusted Hardware Florian Tramèr Dan Boneh FedML 114 395 0 08 Jun 2018