AsgLDP: Collecting and Generating Decentralized Attributed Graphs with Local Differential Privacy
- Chengkun Wei
- Shouling Ji
- et al.
- 2020
- IEEE TIFS
Paper
Publications
934 results for Trustworthy AI
The bounded laplace mechanism in differential privacy
- Naoise Holohan
- Spiros Antonatos
- et al.
- 2020
- JPC
PaperHow to Democratise and Protect AI: Fair and Differentially Private Decentralised Deep Learning
- Lingjuan Lyu
- Yitong Li
- et al.
- 2020
- IEEE TDSC
PaperTight certificates of adversarial robustness for randomly smoothed classifiers
- Guang He Lee
- Yang Yuan
- et al.
- 2019
- NeurIPS 2019
Conference paperAdversarial self-defense for cycle-consistent GANs
- Dina Bashkirova
- Ben Usman
- et al.
- 2019
- NeurIPS 2019
Conference paperZO-AdaMM: Zeroth-order adaptive momentum method for black-box optimization
- Xiangyi Chen
- Sijia Liu
- et al.
- 2019
- NeurIPS 2019
Conference paperCounting the Number of Optimal Solutions in Graphical Models
- Radu Marinescu
- Rina Dechter
- 2019
- NeurIPS 2019
Conference paperCombining human cell line transcriptome analysis and Bayesian inference to build trustworthy machine learning models for prediction of animal toxicity in drug development
- 2019
- NeurIPS 2019
Workshop paperAdversarial Robustness Toolbox v1.0.0
- Maria-irina Nicolae
- Mathieu Sinn
- et al.
- 2019
- arXiv
PaperSelf-attentive attributed network embedding through adversarial learning
- Wenchao Yu
- Wei Cheng
- et al.
- 2019
- ICDM 2019
Conference paper