Publications

This is our catalog of recent publications authored by IBM researchers, in collaboration with the global research community. We’re currently adding our back catalog of more than 110,000 publications. It’s an ever-growing body of work that shows why IBM is one of the most important contributors to modern computing.

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Year

73 results for Data and AI Security

Federated XGBoost on Sample-Wise Non-IID Data
- - Katelinh Jones
  - Yuya Jeremy Ong
  - et al.
- 2022
- Big Data 2022
DLPFS: The Data Leakage Prevention FileSystem
- - Stefano Braghin
  - Marco Simioni
  - et al.
- 2022
- Cloud S&P 2022
Privacy-preserving record linkage using local sensitive hash and private set intersection
- - Allon Adir
  - Ehud Aharoni
  - 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
Towards an Accountable and Reproducible Federated Learning: A FactSheets Approach
- - Nathalie Baracaldo Angel
  - Ali Anwar
  - et al.
- 2022
- arXiv
Data Minimization for GDPR Compliance in Machine Learning Models
- - Abigail Goldsteen
  - Gilad Ezov
  - et al.
- 2021
- AI and Ethics
Achieve data privacy and clustering accuracy simultaneously through quantized data recovery
- - Ren Wang
  - Meng Wang
  - et al.
- 2020
- EURASIP J. Adv. Sign. Process.
AnonTokens: tracing re-identification attacks through decoy records
- - Spiros Antonatos
  - Stefano Braghin
  - et al.
- 2019
- arXiv
Efficient Skip Connections Realization for Secure Inference on Encrypted Data
- - Nir Drucker
  - Itamar Zimerman
- 2023
- CSCML 2023
Graph Representation Learning based Vulnerable Target Identification in Ransomware Attacks
- - Wenqi Wei
  - Mu Qiao
  - et al.
- 2022
- Big Data 2022