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Poisoning machine learning models to increase membership inference risks

Creator:

Le, Hoang

Abstract:

Deep learning is now being utilized widely in applications where sensitive data is being used for model training, for example, in health care. In this scenario, any data leakage will cause privacy concerns to whose data records are used to train the model. An attacker can actively cause privacy leakage...

Resource Type:

Masters Thesis
The Team Size Paradox: Knowledge Transfer and Process Loss Effects on Team Formation

Creator:

Méndez-Vázquez, Yaileen M.

Abstract:

Teamwork has become a popular operational strategy applied as part of workforce management plans in manufacturing and service industries. Teamwork has been commonly used in organizations to pursue different goals such as increase business operations agility, boost company productivity, improve quality in operations, increase company flexibility, promote collaborative learning, hasten...

Resource Type:

Dissertation