Nathalie Baracaldo
Nathalie Baracaldo
IBM Almaden Research Center, Research Staff Member, Ph.D.
Zweryfikowany adres z pitt.edu - Strona główna
Tytuł
Cytowane przez
Cytowane przez
Rok
Detecting Backdoor Attacks on Deep Neural Networks by Activation Clustering
B Chen, W Carvalho, N Baracaldo, H Ludwig, B Edwards, T Lee, I Molloy, ...
arXiv preprint arXiv:1811.03728, 2018
2052018
A hybrid approach to privacy-preserving federated learning
S Truex, N Baracaldo, A Anwar, T Steinke, H Ludwig, R Zhang, Y Zhou
Proceedings of the 12th ACM Workshop on Artificial Intelligence and Security …, 2019
1922019
Adversarial Robustness Toolbox v1. 0.0
MI Nicolae, M Sinn, MN Tran, B Buesser, A Rawat, M Wistuba, ...
arXiv preprint arXiv:1807.01069, 2018
1142018
An Adaptive Risk Management and Access Control Framework to Mitigate Insider Threats
N Baracaldo, J Joshi
Computers & Security 39, 237-254, 2013
892013
A trust-and-risk aware RBAC framework: tackling insider threat
N Baracaldo, J Joshi
Proceedings of the 17th ACM symposium on Access Control Models and …, 2012
642012
HybridAlpha: An Efficient Approach for Privacy-Preserving Federated Learning
R Xu, N Baracaldo, Y Zhou, A Anwar, H Ludwig
Proceedings of the 12th ACM Workshop on Artificial Intelligence and Security …, 2019
632019
Mitigating Poisoning Attacks on Machine Learning Models: A Data Provenance Based Approach
N Baracaldo, B Chen, H Ludwig, JA Safavi
Proceedings of the 10th ACM Workshop on Artificial Intelligence and Security …, 2017
572017
Privacy-Preserving Process Mining
F Mannhardt, A Koschmider, N Baracaldo, M Weidlich, J Michael
Business & Information Systems Engineering 61 (5), 595-614, 2019
352019
Tifl: A tier-based federated learning system
Z Chai, A Ali, S Zawad, S Truex, A Anwar, N Baracaldo, Y Zhou, H Ludwig, ...
Proceedings of the 29th International Symposium on High-Performance Parallel …, 2020
292020
Reconciling End-to-End Confidentiality and Data Reduction In Cloud Storage
N Baracaldo, E Androulaki, J Glider, A Sorniotti
Proceedings of the 6th edition of the ACM Workshop on Cloud Computing …, 2014
292014
Detecting Poisoning Attacks on Machine Learning in IoT Environments
RZ Nathalie Baracaldo, Bryant Chen, Heiko Ludwig, Amir Safavi
IEEE International Congress on Internet of Things (ICIOT), 2018
282018
Shared data encryption and confidentiality
E Androulaki, N Baracaldo, JS Glider, A Sorniotti
US Patent 9,397,832, 2016
272016
User-centered and privacy-driven process mining system design for IoT
J Michael, A Koschmider, F Mannhardt, N Baracaldo, B Rumpe
International Conference on Advanced Information Systems Engineering, 194-206, 2019
252019
User-Centered and Privacy-Driven Process Mining System Design for IoT
J Michael, A Koschmider, F Mannhardt, N Baracaldo, B Rumpe
International Conference on Advanced Information Systems Engineering, 194-206, 2019
252019
User-centered and privacy-driven process mining system design for iot
J Michael, A Koschmider, F Mannhardt, N Baracaldo, B Rumpe
International Conference on Advanced Information Systems Engineering, 194-206, 2019
252019
Towards Taming the Resource and Data Heterogeneity in Federated Learning
Z Chai, H Fayyaz, Z Fayyaz, A Anwar, Y Zhou, N Baracaldo, H Ludwig, ...
2019 {USENIX} Conference on Operational Machine Learning (OpML 19), 19-21, 2019
242019
Securing Data Provenance in Internet of Things (IoT) Systems
N Baracaldo, LAD Bathen, RO Ozugha, R Engel, S Tata, H Ludwig
International Conference on Service-Oriented Computing, 92-98, 2016
232016
IBM Federated Learning: an Enterprise Framework White Paper V0. 1
H Ludwig, N Baracaldo, G Thomas, Y Zhou, A Anwar, S Rajamoni, Y Ong, ...
arXiv preprint arXiv:2007.10987, 2020
192020
Receipt, data reduction, and storage of encrypted data
E Androulaki, N Baracaldo, JS Glider, A Sorniotti
US Patent 9,397,833, 2016
182016
Beyond Accountability: Using Obligations to Reduce Risk Exposure and Deter Insider Attacks
N Baracaldo, J Joshi
ACM Symposium on Access Control Models and Technologies (SACMAT),, 2013
182013
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