Tutorial-HEPack4ML '23: Advanced HE Packing Methods with Applications to ML
- Ehud Aharoni
- Nir Drucker
- et al.
- 2023
- CCS 2023
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Certified Robustness of Static Deep Learning-based Malware Detectors against Patch and Append Attacks
- Daniel Gibert
- Giulio Zizzo
- et al.
- 2023
- CCS 2023
2nd Workshop on Data Integrity and Secure Cloud Computing (DISCC)
- Pradip Bose
- Jennifer Dworak
- et al.
- 2023
- MICRO 2023
Efficient Pruning for Machine Learning under Homomorphic Encryption
- Ehud Aharoni
- Moran Baruch
- et al.
- 2023
- ESORICS 2023
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