3 papers
cs.CL2025
Quantum-Enhanced Attention Mechanism in NLP: A Hybrid Classical-Quantum Approach
S. M. Yousuf Iqbal Tomal, Abdullah Al Shafin, Debojit Bhattacharjee +2
Recent advances in quantum computing have opened new pathways for enhancing deep learning architectures, particularly in domains characterized by high-dimensional and context-rich…
quant-ph2025
Quantum Token Obfuscation via Superposition: A Post-Quantum Security Framework Using Multi-Basis Verification and Entropy-Driven Evolution
S. M. Yousuf Iqbal Tomal, Abdullah Al Shafin
Traditional cryptographic techniques, including token obfuscation, are increasingly vulnerable to quantum attacks due to advancements in quantum computing. Quantum algorithms such…
quant-ph2024
Quantum Convolutional Neural Network: A Hybrid Quantum-Classical Approach for Iris Dataset Classification
S. M. Yousuf Iqbal Tomal, Abdullah Al Shafin, Afrida Afaf +1
This paper presents a hybrid quantum-classical machine learning model for classification tasks, integrating a 4-qubit quantum circuit with a classical neural network. The quantum c…