14 citations · 32 across the 17 of their papers we have counts for
21 papers
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…
Empowering Persian LLMs for Instruction Following: A Novel Dataset and Training Approach
Hojjat Mokhtarabadi, Ziba Zamani, Abbas Maazallahi +1
Instruction-tuned large language models have demonstrated remarkable capabilities in following human instructions across various domains. However, their proficiency remains notably…
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…
Optimal Association Strategy of Multi-gateway Wireless Sensor Networks Against Smart Jammers
Mohammad Reza Heidarpour, Mohammad Hossein Manshaei
Engineers have numerous low-power wireless sensor devices in the current network setup for the Internet of Things, such as ZigBee, LoRaWAN, ANT, or Bluetooth. These low-power wirel…
Game of GANs: Game-Theoretical Models for Generative Adversarial Networks
Monireh Mohebbi Moghadam, Bahar Boroomand, Mohammad Jalali +4
Generative Adversarial Networks (GANs) have recently attracted considerable attention in the AI community due to its ability to generate high-quality data of significant statistica…
Efficient UAV Trajectory-Planning using Economic Reinforcement Learning
Alvi Ataur Khalil, Alexander J Byrne, Mohammad Ashiqur Rahman +1
Advances in unmanned aerial vehicle (UAV) design have opened up applications as varied as surveillance, firefighting, cellular networks, and delivery applications. Additionally, du…