A systematic study of physical sensor attack hardness

H Kim, R Bandyopadhyay, MO Ozmen… - … IEEE Symposium on …, 2024 - ieeexplore.ieee.org
Physical sensor attacks against robotic vehicles (RV) have become a serious concern due to
their prevalence and potential physical threat. However, RV software developers often do …

Specguard: Specification aware recovery for robotic autonomous vehicles from physical attacks

P Dash, E Chan, K Pattabiraman - Proceedings of the 2024 on ACM …, 2024 - dl.acm.org
Robotic Autonomous Vehicles (RAVs) rely on their sensors for perception, and follow strict
mission specifications (eg, altitude, speed, and geofence constraints) for safe and timely …

SCVMON: Data-oriented attack recovery for RVs based on safety-critical variable monitoring

S Park, Y Kim, DH Lee - … of the 26th International Symposium on …, 2023 - dl.acm.org
There are many various data-oriented attacks on robotic vehicles (RVs) that change the
inputs of an RV control program. While much research has been dedicated to detecting the …

Sensor attack online classification for UAVs using machine learning

X Wei, Y Xu, H Zhang, C Sun, X Li, F Huang, J Ma - Computers & Security, 2025 - Elsevier
Abstract Unmanned Aerial Vehicle (UAV) sensors play a vital role in maintaining flight safety
and stability. However, the increasing frequency and complexity of sensor attacks have …

Sensor Deprivation Attacks for Stealthy UAV Manipulation

A Erba, JH Castellanos, S Sihag, S Zonouz… - arxiv preprint arxiv …, 2024 - arxiv.org
Unmanned Aerial Vehicles autonomously perform tasks with the use of state-of-the-art
control algorithms. These control algorithms rely on the freshness and correctness of sensor …

Real-time Rectifying Flight Control Misconfiguration Using Intelligent Agent

R Han, S Xu, J Li, E Bertino, D Lo, JF Ma… - ACM Transactions on …, 2024 - dl.acm.org
Configurations are supported by most flight control systems, allowing users to control a flying
drone adapted to complexities such as environmental changes or mission alterations. Such …

RobIn: Robust Invariant-Based Physical Attack Detector for Unmanned Aerial Vehicles

Q Zhong, S Guo, A Cui, K Pan… - IEEE Internet of Things …, 2025 - ieeexplore.ieee.org
Unmanned aerial vehicles (UAVs) are widespread in Internet of Things (IoT) systems
applications. However, UAVs suffer cyberspace security threats, especially physical attacks …

[PDF][PDF] ROS2-Based Simulation Framework for Cyberphysical Security Analysis of UAVs

U Patil, A Gunasekaran, R Bobba, H Abbas - arxiv preprint arxiv …, 2024 - arxiv.org
We present a new simulator of Uncrewed Aerial Vehicles (UAVs) that is tailored to the needs
of testing cyber-physical security attacks and defenses. Recent investigations into UAV …

Siren Song: Manipulating Pose Estimation in XR Headsets Using Acoustic Attacks

Z Huang, Y Zhang, S Chen, N Abu-Ghazaleh… - arxiv preprint arxiv …, 2025 - arxiv.org
Extended Reality (XR) experiences involve interactions between users, the real world, and
virtual content. A key step to enable these experiences is the XR headset sensing and …

Sensor Data Transplantation for Redundant Hardware Switchover in Micro Autonomous Vehicles

C Lemieux-Mack, K Leach… - 2024 ACM/IEEE 15th …, 2024 - ieeexplore.ieee.org
As our reliance on micro autonomous vehicles increases, security vulnerabilities and
software defects threaten the successful completion of tasks and missions. Recent work has …