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IHIBE: A Hierarchical and Delegated Access Control Mechanism for IoT Environments
Hari Purnama1, Masahiro Mambo2
1Division of Electrical Engineering and Computer Science, Graduate School of Natural Science and Technology, Kanazawa University, Kanazawa 920-1192, Japan.
This study introduces the IHIBE framework, combining IOTA and hierarchical identity-based encryption (HIBE) for secure IoT access control. The framework demonstrates superior performance on Raspberry Pi 4 compared to AWS, highlighting platform choice impacts.
Area of Science:
- Computer Science
- Cybersecurity
- Distributed Systems
Background:
- Securing Internet of Things (IoT) environments against unauthorized access is critical for user privacy and data safety.
- Existing IoT security solutions often face challenges with scalability and computational overhead for data owners.
- Hierarchical Identity-Based Encryption (HIBE) offers a promising cryptographic approach for managing access control in complex networks.
Purpose of the Study:
- To introduce and evaluate the novel IHIBE framework, integrating IOTA and HIBE for enhanced IoT security and scalability.
- To analyze the performance differences of the IHIBE framework across different hardware platforms, specifically Raspberry Pi 4 and AWS.
- To determine optimal configurations for identity policy depth based on system delay tolerance.
Main Methods:
- Developed the IHIBE framework by combining IOTA (a distributed ledger technology) with Hierarchical Identity-Based Encryption (HIBE).
- Conducted empirical performance evaluations, measuring access rights delegation and verification times on Raspberry Pi 4 and AWS.
- Performed security assessments, including simulated scenarios of token theft and authority compromise, to validate security mechanisms.
Main Results:
- The IHIBE framework demonstrated a significant performance advantage on Raspberry Pi 4 over AWS for access rights delegation, exceeding AWS by over 250%.
- Optimal identity policy depths were identified: 640 identities on AWS and Raspberry Pi 4 for higher delay tolerance, and 320 (AWS) vs. 160 (Raspberry Pi 4) for lower delay tolerance.
- The system exhibited practical viability with minimal operational time differences compared to existing schemes, especially in access rights verification (33.35% difference).
- Security mechanisms like challenge-response and last-word challenge (LWC) proved effective against simulated threats.
Conclusions:
- The IHIBE framework offers a scalable and secure solution for IoT access control, leveraging the strengths of IOTA and HIBE.
- Platform choice significantly impacts IoT system performance, with edge devices like Raspberry Pi 4 showing notable advantages in specific operations.
- The study provides valuable insights for designing and deploying efficient, secure, and scalable IoT architectures.
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