Trojan attack and defense for deep learning based navigation systems of unmanned aerial vehicles

M Mynuddin, SU Khan, R Ahmari, L Landivar… - IEEE …, 2024 - ieeexplore.ieee.org
As unmanned aerial vehicles (UAVs) become increasingly integrated across various
domains, both military and civilian, safeguarding the security of their navigation systems …

Detection of Multiple Small Biased GPS Spoofing Attacks on Autonomous Vehicles

A Mohammadi, V Hemmati, R Ahmari… - 2025 IEEE 4th …, 2025 - ieeexplore.ieee.org
This paper introduces an algorithm designed to detect GPS spoofing attacks in Autonomous
Driving Systems (ADS). The algorithm combines data from in-vehicle sensors, including the …

Adversarial Attacks on Deep Learning-Based UAV Navigation Systems

M Mynuddin, SU Khan, MN Mahmoud… - 2023 IEEE Conference …, 2023 - ieeexplore.ieee.org
In recent years, the prevalence of unmanned aerial vehicles (UAVs) has grown significantly
in both military and civilian settings due to their versatile capabilities and the ability to …

RB-XAI: Relevance-Based Explainable AI for Traffic Detection in Autonomous Systems

I Adom, MN Mahmoud - SoutheastCon 2024, 2024 - ieeexplore.ieee.org
Recent progress in artificial intelligence has brought about a revolutionary era spanning
various sectors such as transportation, healthcare, finance, and cybersecurity. In the field of …