A comprehensive dual-layer architecture for phishing and spam email detection
J Doshi, K Parmar, R Sanghavi, N Shekokar - Computers & Security, 2023 - Elsevier
The widespread use of email communication for sharing personal, professional, and
financial data has rendered it vulnerable to cyber-attacks. Detecting untrustworthy emails …
financial data has rendered it vulnerable to cyber-attacks. Detecting untrustworthy emails …
LayNet—A multi-layer architecture to handle imbalance in medical imaging data
J Jani, J Doshi, I Kheria, K Mehta, C Bhadane… - Computers in Biology …, 2023 - Elsevier
In an imbalanced dataset, a machine learning classifier using traditional imbalance handling
methods may achieve good accuracy, but in highly imbalanced datasets, it may over-predict …
methods may achieve good accuracy, but in highly imbalanced datasets, it may over-predict …