SEALion: a Framework for Neural Network Inference on Encrypted Data

29 April 2019

Papers citing "SEALion: a Framework for Neural Network Inference on Encrypted Data"

21 / 21 papers shown

FastFHE: Packing-Scalable and Depthwise-Separable CNN Inference Over FHE

154

27 Nov 2025

HEIR: A Universal Compiler for Homomorphic Encryption

Meron Zerihun Demissie

Hongren Zheng

122

14 Aug 2025

HE-LRM: Efficient Private Embedding Lookups for Neural Inference Using Fully Homomorphic Encryption

262

22 Jun 2025

An Early Experience with Confidential Computing Architecture for On-Device Model Protection

193

11 Apr 2025

GuaranTEE: Towards Attestable and Private ML with CCA

Hamed Haddadi

365

29 Mar 2024

HETAL: Efficient Privacy-preserving Transfer Learning with Homomorphic Encryption

313

21 Mar 2024

A Compiler from Array Programs to Vectorized Homomorphic Encryption

Rolph Recto

Andrew C. Myers

221

10 Nov 2023

HE-MAN -- Homomorphically Encrypted MAchine learning with oNnx modelsInternational Conference on Machine Learning Technologies (ICMLT), 2023

289

16 Feb 2023

Partially Oblivious Neural Network InferenceInternational Conference on Security and Cryptography (SECRYPT), 2022

178

27 Oct 2022

BlindFL: Vertical Federated Machine Learning without Peeking into Your Data

264

16 Jun 2022

Deploying Convolutional Networks on Untrusted Platforms Using 2D Holographic Reduced RepresentationsInternational Conference on Machine Learning (ICML), 2022

Mohammad Mahmudul Alam

Edward Raff

Tim Oates

James Holt

194

13 Jun 2022

A General Purpose Transpiler for Fully Homomorphic EncryptionIACR Cryptology ePrint Archive (IACR ePrint), 2021

...

Irippuge Milinda Perera

Iurii Sushko

Bryant Gipson

138

15 Jun 2021

Privacy-Preserving Machine Learning with Fully Homomorphic Encryption for Deep Neural NetworkIEEE Access (IEEE Access), 2021

...

257

342

14 Jun 2021

Precise Approximation of Convolutional Neural Networks for Homomorphically Encrypted DataIEEE Access (IEEE Access), 2021

537

23 May 2021

Enabling Homomorphically Encrypted Inference for Large DNN ModelsIEEE transactions on computers (IEEE Trans. Comput.), 2021

Guillermo Lloret-Talavera

280

30 Mar 2021

SoK: Fully Homomorphic Encryption CompilersIEEE Symposium on Security and Privacy (IEEE S&P), 2021

Alexander Viand

Patrick Jattke

Anwar Hithnawi

194

116

18 Jan 2021

SoK: Training Machine Learning Models over Multiple Sources with Privacy Preservation

Haoqi Wu

549

06 Dec 2020

HeLayers: A Tile Tensors Framework for Large Neural Networks on Encrypted Data

...

403

03 Nov 2020

Offline Model Guard: Secure and Private ML on Mobile Devices

280

05 Jul 2020

CryptoSPN: Privacy-preserving Sum-Product Network InferenceEuropean Conference on Artificial Intelligence (ECAI), 2020

259

03 Feb 2020

nGraph-HE2: A High-Throughput Framework for Neural Network Inference on Encrypted DataIACR Cryptology ePrint Archive (IACR ePrint), 2019

411

192

12 Aug 2019