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IIoT Architecture and Security Challenges
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IIoT Architecture and Security Challenges

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Questions and Answers

What is the primary challenge faced by ML-based frameworks in IIoT security?

  • Robustness against outliers
  • Computational efficiency
  • Scalability
  • All of the above (correct)
  • What is the accuracy of the proposed particle deep framework in identifying attack types in the Bot-IoT dataset?

  • 98.90%
  • 99.90% (correct)
  • 99.50%
  • 99.20%
  • What is the primary function of ML-based IDSs in SCADA networks?

  • Countering DoS attacks
  • Monitoring SCADA systems for abnormal behavior (correct)
  • Addressing vulnerabilities across components
  • Enhancing security through adaptive coordination
  • What is the benefit of cryptography-based solutions in IIoT environments?

    <p>Offering secure data exchange and accountability</p> Signup and view all the answers

    What is the primary goal of resilient middleware frameworks in IIoT security?

    <p>Enhancing security through adaptive coordination</p> Signup and view all the answers

    What is the primary benefit of using machine learning techniques in IIoT security?

    <p>Effectively identifying and mitigating threats</p> Signup and view all the answers

    What is the primary challenge faced by IIoT devices in terms of security?

    <p>Countering common threats like code injection</p> Signup and view all the answers

    What is the primary function of key management in IIoT security?

    <p>Enhancing user device authentication</p> Signup and view all the answers

    What is the primary benefit of using ensemble-based learning in SCADA system security?

    <p>Showing promise in monitoring SCADA systems for abnormal behavior</p> Signup and view all the answers

    What is the primary benefit of using re-encryption and partial decryption in IIoT security?

    <p>Enhancing end-to-end data confidentiality</p> Signup and view all the answers

    Study Notes

    IIoT Architecture

    • Based on the Purdue model
    • Challenges and solutions for IIoT implementation
    • Challenges include interconnectedness of smart devices, larger attack surface, vulnerabilities of SCADA systems, and lack of IT network firewall
    • Solutions include tailored protocols, data segregation, firewalls, multi-factor authentication, and security by design

    IIoT Communication Protocols

    • Controller Area Network (CAN) protocol
    • Message Query Telemetry Transport (MQTT) protocol
    • Constrained Application Protocol (CoAP) protocol
    • Data Distribution Service (DDS) protocol
    • Advanced Message Query Protocol (AMQP) protocol
    • Threats and vulnerabilities include lack of authentication, encryption, and authorization, as well as DoS attacks, MITM attacks, and eavesdropping

    IIoT Control Systems

    • Vital for managing and operating critical infrastructures in industrial environments
    • Examples include smart factories, mining, and supply chains

    Security Threats and Vulnerabilities

    • Types of attacks include:
      • Distributed Denial of Service (DDoS) Attacks
      • Phishing Attacks
      • Side Channel Attacks
      • Man-in-the-middle attacks
      • Ransomware attacks
      • Cyber espionage
      • Web application attacks
      • Supply chain attacks
      • Miscellaneous attacks

    Countermeasures for IIoT

    • Intrusion detection systems (IDS) for IIoT
    • Machine learning techniques for IIoT
    • Securing SCADA networks
    • Other countermeasures
    • IDS types include signature-based, anomaly-based, and hybrid IDS
    • Machine learning techniques include K-nearest neighbor, Naïve Bayes, and random forest algorithms
    • Securing SCADA networks involves addressing vulnerabilities across components like RTUs, PLCs, and wireless sensor networks
    • Other countermeasures include cryptography-based solutions, tailored cryptography, blockchain, and distributed ledger technologies

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    Related Documents

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    Description

    Learn about the challenges associated with Industrial Internet of Things (IIoT) architecture, including interconnectedness of smart devices and larger attack surfaces, and potential solutions such as tailored protocols and firewalls.

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