Isabel Praa
2 indexed papers
Recent (6 mo)
2With code
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226
Top categories
Crypto×2AI×1ML×1
Frequent co-authors
Research Timeline
2026
Machine Learning Transferability for Malware Detection
This study evaluates various data preprocessing pipelines to improve the transferability and generalization of Machine Learning models for detecting malware in Portable Executable (PE) files across different datasets.
Towards Privacy-Preserving Federated Learning using Hybrid Homomorphic Encryption
This paper enhances Federated Learning privacy by integrating two key protection mechanisms—masking and RSA encapsulation—into Hybrid Homomorphic Encryption (HHE) to secure against malicious clients.
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Papers
cs.CRcs.AIcs.LGRecentMar 27, 2026
Machine Learning Transferability for Malware Detection
This study evaluates various data preprocessing pipelines to improve the transferability and generalization of Machine Learning models for detecting malware in Portable Executable (PE) files across di…
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cs.CRRecentMar 27, 2026