Publications

96 results for Data and AI Security

Advanced HE packing methods with applications to ML
- - Ehud Aharoni
  - Nir Drucker
  - et al.
- 2022
- CCS 2022
Facilitating Federated Genomic Data Analysis by Identifying Record Correlations while Ensuring Privacy
- - Leonard Dervishi
  - Xinyue Wang
  - et al.
- 2022
- AMIA Annual Symposium 2022
Prune, Permute and Expand: Efficient Machine Learning under Non-Client-Aided Homomorphic Encryption
- - Ehud Aharoni
  - Moran Baruch
  - et al.
- 2022
- MICRO 2022
1st Workshop on Data Integrity and Secure Cloud Computing (DISCC-2022)
- - Pradip Bose
  - Jennifer Dworak
  - et al.
- 2022
- MICRO 2022
The Devil is in the GAN: Backdoor Attacks and Defenses in Deep Generative Models
- - Ambrish Rawat
  - Killian Levacher
  - et al.
- 2022
- ESORICS 2022
Advances, challenges and opportunities in creating data for trustworthy AI
- - Weixin Liang
  - Girmaw Abebe Tadesse
  - et al.
- 2022
- Nature Machine Intelligence
Smart Home Privacy Policies Demystified: A Study of Availability, Content, and Coverage
- - Sunil Manandhar
  - Kaushal Kafle
  - et al.
- 2022
- USENIX Security 2022
How to prove any NP statement jointly? Efficient Distributed-prover Zero-Knowledge Protocols
- - Pankaj Dayama
  - Arpita Patra
  - et al.
- 2022
- PETS 2022
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