5 papers · 1 filter
Comparative Analysis of Hash-based Malware Clustering via K-Means
Aink Acrie Soe Thein, Nikolaos Pitropakis, Pavlos Papadopoulos +2
With the adoption of multiple digital devices in everyday life, the cyber-attack surface has increased. Adversaries are continuously exploring new avenues to exploit them and deplo…
Privacy-Preserving Credit Card Approval Using Homomorphic SVM: Toward Secure Inference in FinTech Applications
Faneela, Baraq Ghaleb, Jawad Ahmad +2
The growing use of machine learning in cloud environments raises critical concerns about data security and privacy, especially in finance. Fully Homomorphic Encryption (FHE) offers…
Cross-Platform Benchmarking of the FHE Libraries: Novel Insights into SEAL and Openfhe
Faneela, Jawad Ahmad, Baraq Ghaleb +2
The rapid growth of cloud computing and data-driven applications has amplified privacy concerns, driven by the increasing demand to process sensitive data securely. Homomorphic enc…
Performance Evaluation of Threshold Signing Schemes in Cryptography
Faneela, Jawad Ahmad, Baraq Ghaleb +4
Threshold Signature Scheme (TSS) protocols have gained significant attention over the past ten years due to their widespread adoption in cryptocurrencies. The adoption is mainly bo…
A Hybrid Neural Network with Smart Skip Connections for High-Precision, Low-Latency EMG-Based Hand Gesture Recognition
Hafsa Wazir, Jawad Ahmad, Muazzam A. Khan +3
Electromyography (EMG) is extensively used in key biomedical areas, such as prosthetics, and assistive and interactive technologies. This paper presents a new hybrid neural network…