Publications

This is our catalog of publications authored by IBM researchers, in collaboration with the global research community. 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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670 results for Trustworthy AI

A Primer on Zeroth-Order Optimization in Signal Processing and Machine Learning: Principals, Recent Advances, and Applications
- - Sijia Liu
  - Pin-Yu Chen
  - et al.
- 2020
- IEEE SPM
Rapid Trust Calibration through Interpretable and Uncertainty-Aware AI
- - Richard Tomsett
  - Alun Preece
  - et al.
- 2020
- Patterns
Towards a GDPR compliant way to secure European cross border Healthcare Industry 4.0
- - Xabier Larrucea
  - Micha Moffie
  - et al.
- 2020
- Computer Standards and Interfaces
The bounded laplace mechanism in differential privacy
- - Naoise Holohan
  - Spiros Antonatos
  - et al.
- 2020
- JPC
Adversarial Robustness Toolbox v1.0.0
- - Maria-irina Nicolae
  - Mathieu Sinn
  - et al.
- 2019
- arXiv
RAPA-convNets: Modified convolutional networks for accelerated training on architectures with analog arrays
- - Malte J. Rasch
  - Tayfun Gokmen
  - et al.
- 2019
- Frontiers in Neuroscience
A blockchain proxy for lightweight iot devices
- - Gero Dittmann
  - Jens Jelitto
- 2019
- CVCBT 2019
Detecting and Mitigating Adversarial Perturbations for Robust Face Recognition
- - Gaurav Goswami
  - Akshay Agarwal
  - et al.
- 2019
- IJCV
Efficient ConvNets for Analog Arrays
- - Malte Rasch
  - Tayfun Gokmen
  - et al.
- 2018
- arXiv
Membership Inference Attacks Against Time-Series Models
- - Noam Koren
  - Abigail Goldsteen
  - et al.
- 2024
- ACML 2024