Perun: Confidential Multi-Stakeholder Machine Learning Framework with Hardware Acceleration SupportWojciech OzgaDo Le Quoc et al.2021IFIP DBSec 2021
Polynomial Adaptation of Large-Scale CNNs for Homomorphic Encryption-Based Secure InferenceMoran BaruchNir Druckeret al.2024CSCML 2024
Exploring Vulnerabilities in LLMs: A Red Teaming Approach to Evaluate Social BiasYuya Jeremy OngJay Pankaj Galaet al.2024IEEE CISOSE 2024
QOMPLIANCE: Declarative Data-Centric Policy ComplianceDaan OudejansAnton Zorinet al.2023IEEE CSDE 2023
Efficient Pruning for Machine Learning under Homomorphic EncryptionEhud AharoniMoran Baruchet al.2023ESORICS 2023
Efficient ransomware detection with machine learning in storage systemsRoman PletkaDionysios Diamantopouloset al.2023FMS 2023
Privacy preserving population stratification for collaborative genomic researchLeonard DervishiWenbiao Liet al.2023ISMB 2023
HeLayers: A Tile Tensors Framework for Large Neural Networks on Encrypted DataEhud AharoniAllon Adiret al.2023PETS 2023