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

222 results for Trustworthy AI

Post-processing for Individual Fairness
- - Felix Petersen
  - Debarghya Mukherjee
  - et al.
- 2021
- NeurIPS 2021
LEGATO: A LayerwisE Gradient AggregaTiOn Algorithm for Mitigating Byzantine Attacks in Federated Learning
- - Kamala Varma
  - Yi Zhou
  - et al.
- 2021
- CLOUD 2021
Learn more about our Trustworthy AI work
Topic
Characteristic Examples: High-Robustness, Low-Transferability Fingerprinting of Neural Networks
- - Siyue Wang
  - Xiao Wang
  - et al.
- 2021
- IJCAI 2021
Graph Universal Adversarial Attacks: A Few Bad Actors Ruin Graph Learning Models
- - Xiao Zang
  - Yi Xie
  - et al.
- 2021
- IJCAI 2021
InfoSurgeon: Cross-Media Fine-grained Information Consistency Checking for Fake News Detection
- - Yi Fung
  - Chris Thomas
  - et al.
- 2021
- ACL-IJCNLP 2021
Decision-Making Under Selective Labels: Optimal Finite-Domain Policies and Beyond
- - Dennis Wei
- 2021
- ICML 2021
Fold2Seq: A Joint Sequence(1D)-Fold(3D) Embedding-based Generative Model for Protein Design
- - Yue Cao
  - Payel Das
  - et al.
- 2021
- ICML 2021
CRFL: Certifiably Robust Federated Learning against Backdoor Attacks
- - Chulin Xie
  - Minghao Chen
  - et al.
- 2021
- ICML 2021
Voice2Series: Reprogramming Acoustic Models for Time Series Classification
- - Huck Yang
  - Yun-Yun Tsai
  - et al.
- 2021
- ICML 2021
Outlier-Robust Optimal Transport
- - Debarghya Mukherjee
  - Aritra Guha
  - et al.
- 2021
- ICML 2021