Gian Luca Foresti
3 papers in the PaperMetrix corpus
Papers by this author
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Supervised Anomaly Detection with Highly Imbalanced Datasets Using Capsule Networks
2021 · International Journal of Pattern Recognition and Artificial Intelligence
Detecting anomalous patterns in data is a relevant task in many practical applications, such as defective items detection in industrial inspection systems, cancer identification in medical images, or attacker detection in network intrusion detection systems. …
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Blockchain-Based Swarm Learning for the Mitigation of Gradient Leakage in Federated Learning
2023 · IEEE Access
Federated Learning (FL) is a machine learning technique, where collaborative and distributed learning is performed, while the private data reside locally on the client. Rather than the data, only gradients are shared among all collaborative …
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Deep Learning-Based Intrusion Detection Systems for Phishing Email Detection: A Short Survey
2025
Phishing remains a prevalent and evolving threat within the cybersecurity landscape, exploiting human vulnerabilities through deceptive email content. This survey presents a focused review of deep learning-based intrusion detection systems (IDSs) tailored to phishing email …