Author

Danial Javaheri

results may include different authors with the same name

3 papers

Leveraging Large Language Models for Cybersecurity: Enhancing SMS Spam Detection with Robust and Context-Aware Text Classification

This study evaluates the effectiveness of different feature extraction techniques and classification algorithms in detecting spam messages within SMS data. We analyzed six classifiers Naive Bayes, K-Nearest Neighbors, Support Vector…

Cryptography and Security · Computer Science 2025-02-18 Mohsen Ahmadi , Matin Khajavi , Abbas Varmaghani , Ali Ala , Kasra Danesh , Danial Javaheri

Cybersecurity threats in FinTech: A systematic review

The rapid evolution of the Smart-everything movement and Artificial Intelligence (AI) advancements have given rise to sophisticated cyber threats that traditional methods cannot counteract. Cyber threats are extremely critical in financial…

Cryptography and Security · Computer Science 2023-12-05 Danial Javaheri , Mahdi Fahmideh , Hassan Chizari , Pooia Lalbakhsh , Junbeom Hur

DQRE-SCnet: A novel hybrid approach for selecting users in Federated Learning with Deep-Q-Reinforcement Learning based on Spectral Clustering

Machine learning models based on sensitive data in the real-world promise advances in areas ranging from medical screening to disease outbreaks, agriculture, industry, defense science, and more. In many applications, learning participant…

Machine Learning · Computer Science 2021-11-09 Mohsen Ahmadi , Ali Taghavirashidizadeh , Danial Javaheri , Armin Masoumian , Saeid Jafarzadeh Ghoushchi , Yaghoub Pourasad