57 citations · 80 across the 6 of their papers we have counts for
6 papers
Bytes to Threats: Byte-Sequence Transformer For Malware Detection
Abdelrahman Yassin Eljamal, Abdeltawab Hendawi
Existing malware detection approaches heavily rely on handcrafted features derived from static or dynamic analysis of the executable files. These methods require specialized domain…
How Hungry is AI? Benchmarking Energy, Water, and Carbon Footprint of LLM Inference
Nidhal Jegham, Marwan Abdelatti, Chan Young Koh +2
This paper introduces an infrastructure-aware benchmarking framework for quantifying the environmental footprint of LLM inference across 30 state-of-the-art models in commercial da…
Visual Reasoning Evaluation of Grok, Deepseek Janus, Gemini, Qwen, Mistral, and ChatGPT
Nidhal Jegham, Marwan Abdelatti, Abdeltawab Hendawi
Traditional evaluations of multimodal large language models (LLMs) have been limited by their focus on single-image reasoning, failing to assess crucial aspects like contextual und…
YOLO Evolution: A Comprehensive Benchmark and Architectural Review of YOLOv12, YOLO11, and Their Previous Versions
Nidhal Jegham, Chan Young Koh, Marwan Abdelatti +1
This study presents a comprehensive benchmark analysis of various YOLO (You Only Look Once) algorithms. It represents the first comprehensive experimental evaluation of YOLOv3 to t…
Hardware/Software Security Patches for Internet of Trillions of Things
John A. Stankovic, Tu Le, Abdeltawab Hendawi +1
With the rapid development of the Internet of Things, there are many interacting devices and applications. One crucial challenge is how to provide security. Our proposal for a new…
Data-Driven Robust Taxi Dispatch under Demand Uncertainties
Fei Miao, Shuo Han, Shan Lin +6
In modern taxi networks, large amounts of taxi occupancy status and location data are collected from networked in-vehicle sensors in real-time. They provide knowledge of system mod…