Search Results for author: Hamidreza Jafarnejadsani

Found 4 papers, 1 papers with code

Learning When to Use Adaptive Adversarial Image Perturbations against Autonomous Vehicles

no code implementations28 Dec 2022 Hyung-Jin Yoon, Hamidreza Jafarnejadsani, Petros Voulgaris

We propose a multi-level stochastic optimization framework that monitors an attacker's capability of generating the adversarial perturbations.

Autonomous Vehicles object-detection +2

Detection of Stealthy Adversaries for Networked Unmanned Aerial Vehicles*

1 code implementation19 Feb 2022 Mohammad Bahrami, Hamidreza Jafarnejadsani

A network of unmanned aerial vehicles (UAVs) provides distributed coverage, reconfigurability, and maneuverability in performing complex cooperative tasks.

Privacy-Preserving Stealthy Attack Detection in Multi-Agent Control Systems

no code implementations28 Sep 2021 Mohammad Bahrami, Hamidreza Jafarnejadsani

The detection structure consists of a global (central) observer and local observers for the multi-agent system partitioned into clusters.

Privacy Preserving

Learning Image Attacks toward Vision Guided Autonomous Vehicles

no code implementations9 May 2021 Hyung-Jin Yoon, Hamidreza Jafarnejadsani, Petros Voulgaris

While adversarial neural networks have been shown successful for static image attacks, very few approaches have been developed for attacking online image streams while taking into account the underlying physical dynamics of autonomous vehicles, their mission, and environment.

Autonomous Vehicles

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