LEGATO: A LayerwisE Gradient AggregaTiOn Algorithm for Mitigating Byzantine Attacks in Federated Learning
- Kamala Varma
- Yi Zhou
- et al.
- 2021
- CLOUD 2021
Conference paper
Publications
935 results for Trustworthy AI
Artificial Intelligence for Mental Health Care: Clinical Applications, Barriers, Facilitators, and Artificial Wisdom
- Ellen E. Lee
- John Torous
- et al.
- 2021
- Biological Psychiatry
ReviewObjectivAIze: Measuring Performance and Biases in Augmented Business Decision Systems
- Thomas Baudel
- Manon Verbockhaven
- et al.
- 2021
- INTERACT 2021
Conference paperWorkflow Provenance in the Lifecycle of Scientific Machine Learning
- Renan Francisco Santos Souza
- Leonardo Guerreiro Azevedo
- et al.
- 2021
- CCPE
PaperGraph Universal Adversarial Attacks: A Few Bad Actors Ruin Graph Learning Models
- Xiao Zang
- Yi Xie
- et al.
- 2021
- IJCAI 2021
Conference paperCharacteristic Examples: High-Robustness, Low-Transferability Fingerprinting of Neural Networks
- Siyue Wang
- Xiao Wang
- et al.
- 2021
- IJCAI 2021
Conference paperThird Workshop on Adversarial Learning Methods for Machine Learning and Data Mining (AdvML 2021)
- Pin-Yu Chen
- Cho-Jui Hsieh
- et al.
- 2021
- KDD 2021
Conference paperGraph Adversarial Attack via Rewiring
- Yao Ma
- Suhang Wang
- et al.
- 2021
- KDD 2021
Conference paperLeveraging Latent Features for Local Explanations
- Ronny Luss
- Pin-Yu Chen
- et al.
- 2021
- KDD 2021
Conference paperOut-of-Distribution Detection in Dermatology using Input Perturbation and Subset Scanning
- Hannah Kim
- Girmaw Abebe Tadesse
- et al.
- 2021
- KDD 2021
Workshop paper