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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.LG2023
RADIANCE: Radio-Frequency Adversarial Deep-learning Inference for Automated Network Coverage Estimation
Sopan Sarkar, Mohammad Hossein Manshaei, Marwan Krunz
Radio-frequency coverage maps (RF maps) are extensively utilized in wireless networks for capacity planning, placement of access points and base stations, localization, and coverag…