The Devil is in the GAN: Backdoor Attacks and Defenses in Deep Generative Models
- 2022
- ESORICS 2022
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87 results for Data and AI Security
A Utility-Preserving De-Identification Approach with Relation Extraction Filtering
- 2023
- PETS 2023
E2E near-standard hybrid encryption
- Ehud Aharoni
- Nir Drucker
- et al.
- 2023
- HES 2023
Privacy preserving population stratification for collaborative genomic research
- Leonard Dervishi
- Wenbiao Li
- et al.
- 2023
- NDSS 2023
Facilitating Federated Genomic Data Analysis by Identifying Record Correlations while Ensuring Privacy
- Leonard Dervishi
- Xinyue Wang
- et al.
- 2023
- NDSS 2023
An End-to-end Framework for Privacy Risk Assessment of AI Models
- Abigail Goldsteen
- Shlomit Shachor
- et al.
- 2022
- SYSTOR 2022
Applying Artificial Intelligence Privacy Technology in the Healthcare Domain
- Abigail Goldsteen
- Ariel Farkash
- et al.
- 2022
- MIE 2022
Helion: Enabling Natural Testing of Smart Homes
- Prianka Mandal
- Sunil Manandhar
- et al.
- 2023
- ESEC/FSE 2023
Anonymizing Machine Learning Models
- Abigail Goldsteen
- Micha Moffie
- et al.
- 2021
- ESORICS 2021
Federated XGBoost on Sample-Wise Non-IID Data
- Katelinh Jones
- Yuya Jeremy Ong
- et al.
- 2022
- Big Data 2022