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cs.LG2025
MAGE-ID: A Multimodal Generative Framework for Intrusion Detection Systems
Mahdi Arab Loodaricheh, Mohammad Hossein Manshaei, Anita Raja
Modern Intrusion Detection Systems (IDS) face severe challenges due to heterogeneous network traffic, evolving cyber threats, and pronounced data imbalance between benign and attac…
cs.LG2025
Handling Uncertainty in Health Data using Generative Algorithms
Mahdi Arab Loodaricheh, Neh Majmudar, Anita Raja +1
Understanding and managing uncertainty is crucial in machine learning, especially in high-stakes domains like healthcare, where class imbalance can impact predictions. This paper i…