Publications

98 results for Data and AI Security

Federated Unlearning: How to Efficiently Erase a Client in FL?
- - Anisa Halimi
  - Swanand Ravindra Kadhe
  - et al.
- 2022
- ICML 2022
DLPFS: The Data Leakage Prevention FileSystem
- - Stefano Braghin
  - Marco Simioni
  - et al.
- 2022
- Cloud S&P 2022
A methodology for training homomorphic encryption friendly neural networks
- - Moran Baruch
  - Nir Drucker
  - et al.
- 2022
- SiMLA 2022
Privacy-preserving record linkage using local sensitive hash and private set intersection
- - Allon Adir
  - Ehud Aharoni
  - et al.
- 2022
- Cloud S&P 2022
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
Poster: Secure SqueezeNet inference in 4 minutes
- - Ehud Aharoni
  - Moran Baruch
  - et al.
- 2022
- S&P 2022
Zero Knowledge Proofs towards Verifiable Decentralized AI Pipelines
- - Nitin Singh
  - Pankaj Dayama
  - et al.
- 2022
- FC 2022
CHORS: Hardening High-Assurance Security Systems with Trusted Computing
- - Wojciech Ozga
  - Rasha Faqeh
  - et al.
- 2022
- SAC 2022
Towards an Accountable and Reproducible Federated Learning: A FactSheets Approach
- - Nathalie Baracaldo Angel
  - Ali Anwar
  - et al.
- 2022
- arXiv