Publications

53 results for Nathalie Baracaldo

A hybrid approach to privacy-preserving federated learning
- - Stacey Truex
  - Thomas Steinke
  - et al.
- 2019
- AISec/CCS 2019
Using BPM technology to deploy and manage distributed analytics in collaborative IoT-driven business scenarios
- - Tim D'Hondt
  - Anna Wilbik
  - et al.
- 2019
- IoT 2019
A Hybrid Approach to Privacy-Preserving Federated Learning: (Extended Abstract)
- - Stacey Truex
  - Nathalie Baracaldo
  - et al.
- 2019
- Informatik-Spektrum
User Centered and Privacy-Driven Process Mining System Design: (Extended Abstract)
- - Judith Michael
  - Agnes Koschmider
  - et al.
- 2019
- Informatik-Spektrum
Privacy-preserving Process Mining: Differential: Privacy for Event Logs (Extended Abstract)
- - Felix Mannhardt
  - Agnes Koschmider
  - et al.
- 2019
- Informatik-Spektrum
Privacy-Preserving Process Mining: Differential Privacy for Event Logs
- - Felix Mannhardt
  - Agnes Koschmider
  - et al.
- 2019
- BISE
Towards taming the resource and data heterogeneity in federated learning
- - Zheng Chai
  - Hannan Fayyaz
  - et al.
- 2019
- OpML 2019
Detecting backdoor attacks on deep neural networks by activation clustering
- - Bryant Chen
  - Wilka Carvalho
  - et al.
- 2019
- SafeAI 2019
Detecting poisoning attacks on machine learning in IoT environments
- - Nathalie Baracaldo
  - Bryant Chen
  - et al.
- 2018
- ICIOT 2018
Mitigating poisoning atacks on machine learning models: A data provenance based approach
- - Nathalie Baracaldo
  - Bryant Chen
  - et al.
- 2017
- AISec 2017