Nathalie Baracaldo

Author Info

Name	Affiliation	Papers
NATHALIE BARACALDO	University of Pittsburgh, Pittsburgh, PA, USA	30
Collaborators	Citations	PageRank
80	111	12.47
Referers	Referees	References
402	459	190

Search Limit

100459

Publications (30 rows)

Collaborators (80 rows)

Referers (100 rows)

Referees (100 rows)

Title	Citations	PageRank	Year
DeTrust-FL: Privacy-Preserving Federated Learning in Decentralized Trust Setting	0	0.34	2022
TIFF: Tokenized Incentive for Federated Learning	0	0.34	2022
Curse Or Redemption? How Data Heterogeneity Affects The Robustness Of Federated Learning	0	0.34	2021
LEGATO: A LayerwisE Gradient AggregaTiOn Algorithm for Mitigating Byzantine Attacks in Federated Learning	0	0.34	2021
FedV: Privacy-Preserving Federated Learning over Vertically Partitioned Data	1	0.36	2021
The Design and Development of a Game to Study Backdoor Poisoning Attacks: The Backdoor Game	0	0.34	2021
Accountable Federated Machine Learning in Government: Engineering and Management Insights	0	0.34	2021
TiFL: A Tier-based Federated Learning System	11	0.67	2020
Towards Privacy Preservation And Data Protection In Information System Design An Introduction To The Special Issue	0	0.34	2020
Privacy-Preserving Process Mining - Differential Privacy for Event Logs.	0	0.34	2019
Detecting Backdoor Attacks on Deep Neural Networks by Activation Clustering.	10	0.53	2019
User-Centered and Privacy-Driven Process Mining System Design for IoT.	0	0.34	2019
G-SIR: An Insider Attack Resilient Geo-Social Access Control Framework	0	0.34	2019
A Hybrid Approach to Privacy-Preserving Federated Learning.	28	0.88	2019
A Hybrid Approach to Privacy-Preserving Federated Learning: (Extended Abstract)	2	0.36	2019
Privacy-preserving Process Mining: Differential	0	0.34	2019
User Centered and Privacy-Driven Process Mining System Design	0	0.34	2019
HybridAlpha: An Efficient Approach for Privacy-Preserving Federated Learning	12	0.54	2019
Detecting Poisoning Attacks on Machine Learning in IoT Environments	3	0.39	2018
Rsla: An Approach For Managing Service Level Agreements In Cloud Environments	0	0.34	2017
Mitigating Poisoning Attacks on Machine Learning Models: A Data Provenance Based Approach.	3	0.43	2017
Data Provenance Model for Internet of Things (IoT) Systems.	0	0.34	2016
Securing Data Provenance in Internet of Things (IoT) Systems.	0	0.34	2016
Managing Service Quality at the Platform and Application Levels with rSLa	0	0.34	2016
Reconciling End-to-End Confidentiality and Data Reduction In Cloud Storage	3	0.42	2014
Geo-Social-RBAC: A Location-Based Socially Aware Access Control Framework.	3	0.40	2014
Beyond accountability: using obligations to reduce risk exposure and deter insider attacks	4	0.41	2013
An adaptive risk management and access control framework to mitigate insider threats	15	0.63	2013
A trust-and-risk aware RBAC framework: tackling insider threat	12	0.59	2012
A secure, constraint-aware role-based access control interoperation framework.	4	0.46	2011