Efficient Pruning for Machine Learning under Homomorphic Encryption
- Ehud Aharoni
- Moran Baruch
- et al.
- 2023
- ESORICS 2023
Publications
101 results for Data and AI Security
Efficient ransomware detection with machine learning in storage systems
- 2023
- FMS 2023
Privacy preserving population stratification for collaborative genomic research
- Leonard Dervishi
- Wenbiao Li
- et al.
- 2023
- ISMB 2023
HeLayers: A Tile Tensors Framework for Large Neural Networks on Encrypted Data
- Ehud Aharoni
- Allon Adir
- et al.
- 2023
- PETS 2023
A Utility-Preserving De-Identification Approach with Relation Extraction Filtering
- 2023
- PETS 2023
Efficient Skip Connections Realization for Secure Inference on Encrypted Data
- Nir Drucker
- Itamar Zimerman
- 2023
- CSCML 2023
Benchmarking the Effect of Poisoning Defenses on the Security and Bias of Deep Learning Models
- Nathalie Baracaldo Angel
- Farhan Ahmed
- et al.
- 2023
- S&P 2023
Fashion Faux Pas: Implicit Stylistic Fingerprints for Bypassing Browsers' Anti-Fingerprinting Defenses
- Xu Lin
- Frederico Araujo
- et al.
- 2023
- S&P 2023
E2E near-standard hybrid encryption
- Ehud Aharoni
- Nir Drucker
- et al.
- 2023
- HES 2023
Facilitating Federated Genomic Data Analysis by Identifying Record Correlations while Ensuring Privacy
- Leonard Dervishi
- Xinyue Wang
- et al.
- 2023
- NDSS 2023