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Attacks on Formation Control for Multiagent Systems.

Yue Yang, Yang Xiao, Tieshan Li

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    |July 14, 2021
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    Summary
    This summary is machine-generated.

    This study introduces novel security attacks targeting multiagent systems (MASs) formation control. Research demonstrates that cyberattacks can easily disrupt robot formations, causing significant damage.

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    Area of Science:

    • Robotics and Control Systems
    • Cybersecurity
    • Distributed Systems

    Background:

    • Multiagent systems (MASs) are crucial in various fields, employing formation control for coordinated behavior.
    • Existing literature on MASs formation control security is limited.
    • Security vulnerabilities in MASs formation control pose significant risks.

    Purpose of the Study:

    • To investigate potential security problems in multiagent systems formation control.
    • To propose novel control-level cyberattacks for MASs.
    • To analyze the impact of these attacks on physical robot movements.

    Main Methods:

    • Development of two distinct categories of control-level attacks, each with specific attack vectors.
    • Theoretical analysis to demonstrate the influence of cyberattacks on robot kinematics.
    • Experimental validation of proposed attack scenarios on a multirobot system.

    Main Results:

    • Cyberattacks can effectively disrupt the formation movements of multiagent systems.
    • Specific attack strategies can lead to irreversible damage to the system.
    • The research highlights the susceptibility of formation control to sophisticated cyber threats.

    Conclusions:

    • This study provides the first comprehensive investigation into security attacks on MASs formation control.
    • The findings underscore the urgent need for robust security measures in MASs.
    • Future research should focus on developing effective defense mechanisms against identified cyber threats.