Publications

102 results for Data and AI Security

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
Complex Encoded Tile Tensors: Accelerating Encrypted Analytics
- - Ehud Aharoni
  - Nir Drucker
  - et al.
- 2021
- IEEE Security and Privacy
NN-EMD: Efficiently Training Neural Networks Using Encrypted Multi-Sourced Datasets
- - Runhua Xu
  - James Joshi
  - et al.
- 2021
- IEEE TDSC
Securing Kafka with Encryption-at-Rest
- - Christopher Giblin
  - Sean Rooney
  - et al.
- 2021
- BigData Congress 2021
New Frontiers in Federated Learning: Privacy, Fairness, Robustness, Personalization and Data Ownership
- - Nghia Hoang
  - Lam Nguyen
  - et al.
- 2021
- NeurIPS 2021
Decentralized Collaborative Learning with Probabilistic Data Protection
- - Ide-San Ide
  - Raymond Harry Putra Rudy
- 2021
- SMDS 2021
Anonymizing Machine Learning Models
- - Abigail Goldsteen
  - Micha Moffie
  - et al.
- 2021
- ESORICS 2021