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Autopolicy: Automated Traffic Policing for Improved IoT Network Security
Pawel Foremski1, Sławomir Nowak1, Piotr Fröhlich1
1Institute of Theoretical and Applied Informatics of the Polish Academy of Sciences (IITiS PAN), 44100 Gliwice, Poland.
Sensors (Basel, Switzerland)
|August 6, 2020
Summary
Hijacked Internet of Things (IoT) devices increasingly launch massive Distributed Denial of Service (DDoS) attacks. Autopolicy automatically limits IoT device network resources to mitigate these threats.
Area of Science:
- Cybersecurity
- Network Security
- Internet of Things (IoT)
Background:
- Massive Distributed Denial of Service (DDoS) attacks, reaching record 2.3Tbps, increasingly leverage hijacked Internet of Things (IoT) devices.
- The widespread reliance on the internet makes these attacks a significant threat to global connectivity and daily life.
- Hijacked IoT devices are a primary source of these large-scale cyberattacks, necessitating novel mitigation strategies.
Purpose of the Study:
- To address the threat posed by hijacked IoT devices in Distributed Denial of Service (DDoS) attacks.
- To propose and validate a novel system, Autopolicy, for automatically mitigating DDoS attacks originating from IoT devices.
- To protect the internet and local networks by controlling resource allocation for IoT devices.
Main Methods:
- Autopolicy automatically limits IP traffic bandwidth and other network resources for IoT devices within a network.
- The system leverages the observation that most IoT devices do not require high-speed network interfaces for normal operation.
- A Software Defined Network (SDN) architecture is utilized, detailing functional blocks, message sequences, and operational flow.
Main Results:
- Experimental validation demonstrates the effectiveness of the Autopolicy system.
- The proposed system successfully mitigates threats originating from compromised IoT devices.
- A prototype open-source implementation of Autopolicy is released.
Conclusions:
- Autopolicy offers an effective, automated solution for mitigating DDoS attacks fueled by IoT devices.
- The system's resource limitation strategy is practical, exploiting the typical low bandwidth needs of IoT devices.
- The open-source release promotes further research and adoption in network security.
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