IEEE

Adversarial Machine Learning for Robustness in Federated Learning Environments

Abstract: Federated Learning (FL) supports collaborative model training on edge devices without revealing user data. Nevertheless, such a distributed nature also makes it vulnerable to a range of ...
IEEE

Adversarial Attacks Resilient Machine Learning-Enabled Access Control Scheme for Consumer Electronics in IoT-Based Applications

Abstract: Consumer Electronics (CE) have become integral to the evolving Internet of Things (IoT) ecosystem, providing enhanced security, interoperability, and intelligence through machine learning ...
Scientific Research Publishing

Cybersecurity and Forensic Audio Analysis: Deepfake Detection Based on Mfcc, Audio-Text Disconsistency, and Prosodic Features ()

1 Department of Computer and Instructional Technologies Education, Gazi Faculty of Education, Gazi University, Ankara, Türkiye. 2 Department of Forensic Informatics, Institute of Informatics, Gazi ...