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Containerized cloud-based honeypot deception for tracking attackers.

V S Devi Priya1, S Sibi Chakkaravarthy2

  • 1Centre of Excellence, Artificial Intelligence and Robotics (AIR); Centre of Excellence, Cyber Security and School of Computer Science and Engineering, VIT-AP University, Amaravati, Andhra Pradesh, 522237, India.

Scientific Reports
|January 25, 2023
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Summary
This summary is machine-generated.

Honeypots effectively detect malicious network activity by simulating real systems, simplifying threat identification. Containerized honeypot deployment offers a portable and manageable solution for analyzing attacker behavior and enhancing cybersecurity defenses.

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Area of Science:

  • Cybersecurity
  • Network Security
  • Intrusion Detection Systems

Background:

  • Identifying malicious network traffic is challenging due to evolving threats and increasing connectivity of technologies like IoT and Industrial Automation.
  • Traditional methods like Intrusion Detection Systems (IDS) and log analysis can be time-consuming and complex.
  • The growing vulnerability landscape necessitates advanced security measures.

Purpose of the Study:

  • To present a robust outline for deploying containerized honeypots for enhanced cybersecurity.
  • To analyze and evaluate hacker behavior through an ensemble of research honeypot detectors.
  • To simplify the identification of malicious packets and prevent unauthorized access to actual devices.

Main Methods:

  • Deployment of an ensemble of research honeypot detectors.
  • Utilizing containerized honeypot deployment for portability, durability, and ease of administration.
  • Instrumenting the honeypot approach for comprehensive data collection.

Main Results:

  • Honeypots, after calibration, effectively identify malicious packets, reducing false positives.
  • The deployed honeypots simulated genuine network systems to delay and baffle intruders.
  • Countless data points were generated, enabling significant inferences about malevolent user activities and intentions.

Conclusions:

  • Containerized honeypots provide a portable, durable, and manageable solution for cybersecurity.
  • Honeypots are effective tools for analyzing attacker behavior and enhancing network security.
  • This approach aids in early detection and prevention of cyber threats.