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Secure hardware IP of GLRT cascade using color interval graph based embedded fingerprint for ECG detector
Anirban Sengupta1, Aditya Anshul2
1Indian Institute of Technology (IIT) Indore, Indore, India. asengupt@iiti.ac.in.
Scientific Reports
|June 10, 2024
Summary
This study introduces a secure design for Generalized Likelihood Ratio Test (GLRT) hardware in ECG detectors, preventing piracy and ensuring patient safety. The method uses fingerprint biometrics for robust IP protection with no added cost.
Area of Science:
- Biomedical Engineering
- Hardware Security
- Digital Design
Background:
- Electrocardiogram (ECG) detectors rely on Generalized Likelihood Ratio Test (GLRT) hardware for accurate QRS complex detection.
- Intellectual Property (IP) piracy of GLRT cores threatens ECG detector reliability and patient safety.
- Existing security measures for hardware IP are insufficient against sophisticated threats.
Purpose of the Study:
- To propose a security-aware design methodology for GLRT hardware IP cores in ECG detectors.
- To protect against IP piracy and fraudulent ownership claims.
- To ensure the integrity and reliability of ECG data analysis.
Main Methods:
- Developed an integrated design flow using High-Level Synthesis (HLS) for securing GLRT hardware IP.
- Implemented a Colored Interval Graph (CIG) framework for fingerprint biometric integration.
- Designed secure Register Transfer Level (RTL) datapath with embedded vendor fingerprint.
Main Results:
- Achieved superior tamper tolerance and a significantly lower probability of coincidence compared to other security methods.
- Embedded fingerprint biometric successfully secured the GLRT hardware IP core.
- Demonstrated zero design cost overhead for the proposed security approach.
Conclusions:
- The proposed methodology effectively secures GLRT hardware IP for ECG detectors against piracy.
- Fingerprint biometric integration provides robust protection for critical medical device hardware.
- The secure design ensures reliable ECG data estimation, enhancing patient safety without additional cost.
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