Tech Xplore

The AI that taught itself: How AI can learn what it never knew

For years, the guiding assumption of artificial intelligence has been simple: an AI is only as good as the data it has seen. Feed it more, train it longer, and it performs better. Feed it less, and it ...
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 ...
IEEE

Adversarial Machine Learning in Cybersecurity: Attacks, Defenses, Robustness, and Explainability

Abstract: Most modern cybersecurity systems, including intrusion detection, malware classification, anomaly detection, and authentication, utilize machine learning. However, ML models are susceptible ...
IEEE

Adversarial Backdoor Attacks on Machine Learning with Covert False Data Injection-Part A: Modeling

Abstract: In this paper, we focus on the adversarial machine learning in financial services. In recent years, an attack pattern of false data injection against AI computing has gradually emerged in ...