Skip to content
Independent research & intelligence
OPEN VARIABLE

Evidence-First Signal Intelligence

Menu

Research literature / Conference paper

Beyond the Model Architecture: Uncovering Environmental Vulnerabilities in Large Language Model Deployment

Muhammad Aatif; Muhammad Zeeshan Baig; Umar Adeel; Hammad Atta; Yasir Mehmood

Published
Publisher
IEEE
Journal / collection
2026 International Conference on Electrical/Electronics, Robotics, Artificial Intelligence, and Informatics (ICERAI)
Research area
AI & compute
Source type
Conference paper
DOI
10.1109/icerai69511.2026.11494593

Read the original source ↗

The original publisher provides the full text and its access options.

Cite this source

Muhammad Aatif; Muhammad Zeeshan Baig; Umar Adeel; Hammad Atta; Yasir Mehmood. Beyond the Model Architecture: Uncovering Environmental Vulnerabilities in Large Language Model Deployment. 2026 International Conference on Electrical/Electronics, Robotics, Artificial Intelligence, and Informatics (ICERAI). 2026-04-01. https://doi.org/10.1109/icerai69511.2026.11494593

Download RIS