Vasileios Argyriou

Unsupervised Bias Evaluation of DNNs in non-IID Federated Learning Through Latent micro-Manifolds

2022 · IEEE INFOCOM 2022 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS)

Lately, Federated Learning (FL) is rapidly evolving in the field of health and quality of life systems. Its ability to train Machine Learning (ML) and Deep Learning (DL) models for the wide variety of Computer …

Evaluating the Efficacy of AI Techniques in Textual Anonymization: A Comparative Study

2024

In the digital era, with escalating privacy concerns, it’s imperative to devise robust strategies that protect private data while maintaining the intrinsic value of textual information. This research embarks on a comprehensive examination of text …