Badpart: Unified black-box adversarial patch attacks against pixel-wise regression tasks

Z Cheng, Z Liu, T Guo, S Feng, D Liu, M Tang… - arxiv preprint arxiv …, 2024 - arxiv.org
Pixel-wise regression tasks (eg, monocular depth estimation (MDE) and optical flow
estimation (OFE)) have been widely involved in our daily life in applications like autonomous …

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 …

ROCAS: Root Cause Analysis of Autonomous Driving Accidents via Cyber-Physical Co-mutation

S Feng, Y Ye, Q Shi, Z Cheng, X Xu, S Cheng… - Proceedings of the 39th …, 2024 - dl.acm.org
As Autonomous driving systems (ADS) have transformed our daily life, safety of ADS is of
growing significance. While various testing approaches have emerged to enhance the ADS …

LTA: Control-Driven UAV Testing and Bug Localization with Flight Record Decomposition

C Lee, D Kim, G Kim, S Lee, T Kim - … of the 22nd ACM Conference on …, 2024 - dl.acm.org
As UAVs have been widely used in various domains, such as the military and industry, their
safety and security have become crucial. One of their root causes is software bugs, which fall …

MoDitector: Module-Directed Testing for Autonomous Driving Systems

R Wang, M Cheng, X **e, Y Zhou, L Ma - arxiv preprint arxiv:2502.08504, 2025 - arxiv.org
Testing Autonomous Driving Systems (ADS) is crucial for ensuring their safety, reliability,
and performance. Despite numerous testing methods available that can generate diverse …

Towards a Holistic Framework for Secure and Trustworthy Connected Autonomous Vehicles

MA Hoque - 2022 - search.proquest.com
Abstract Recently, Autonomous vehicles (AVs) have achieved tremendous improvement and
started moving out to the road from laboratories and constrained testing environments. AVs …