ReviewSensors (Basel, Switzerland)2021
Biometrics for Internet-of-Things Security: A Review.
Review in Sensors (Basel, Switzerland), 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 papers, 1 of them a synthesis that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
16 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Industry 4.0: A Proposal of Paradigm Organization Schemes from a Systematic Literature Review.Sensors (Basel, Switzerland) · 2021Pooled it
- Enhancing patient admission efficiency through a hybrid cloud framework for medical record sharing.Scientific reports · 2026Article
- Biometric verification using oral acoustic reflections.PloS one · 2026Article
- Entropy Extraction from Wearable Sensors for Secure Cryptographic Key Generation in Blockchain and IoT Systems.Sensors (Basel, Switzerland) · 2025Article
- Employing Eye Trackers to Reduce Nuisance Alarms.Sensors (Basel, Switzerland) · 2025Article
- Cancelable biometric authentication leveraging empirical mode decomposition and quaternion representations for IoT security.Scientific reports · 2025Article
- A Review of the Authentication Techniques for Internet of Things Devices in Smart Cities: Opportunities, Challenges, and Future Directions.Sensors (Basel, Switzerland) · 2025Review
- Public attitude and media governance of biometric information dissemination in the era of digital intelligence.Scientific reports · 2025Article
- Developing a Health Support System to Promote Care for the Elderly.Sensors (Basel, Switzerland) · 2025Article
- Exploring the feasibility of real-time on-device ECG biometric classification using quantized neural networks.Frontiers in digital health · 2025Article
- Opportunistic Sensor-Based Authentication Factors in and for the Internet of Things.Sensors (Basel, Switzerland) · 2024Article
- A Review of Homomorphic Encryption for Privacy-Preserving Biometrics.Sensors (Basel, Switzerland) · 2023Review
- A Secure Online Fingerprint Authentication System for Industrial IoT Devices over 5G Networks.Sensors (Basel, Switzerland) · 2022Article
- A Digital Twin Case Study on Automotive Production Line.Sensors (Basel, Switzerland) · 2022Article
- Reinforced Palmprint Reconstruction Attacks in Biometric Systems.Sensors (Basel, Switzerland) · 2022Article
- Electrical Impedance of Upper Limb Enables Robust Wearable Identity Recognition against Variation in Finger Placement and Environmental Factors.Biosensors · 2021Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors.
Funding
Abstract
The large number of Internet-of-Things (IoT) devices that need interaction between smart devices and consumers makes security critical to an IoT environment. Biometrics offers an interesting window of opportunity to improve the usability and security of IoT and can play a significant role in securing a wide range of emerging IoT devices to address security challenges. The purpose of this review is to provide a comprehensive survey on the current biometrics research in IoT security, especially focusing on two important aspects, authentication and encryption. Regarding authentication, contemporary biometric-based authentication systems for IoT are discussed and classified based on different biometric traits and the number of biometric traits employed in the system. As for encryption, biometric-cryptographic systems, which integrate biometrics with cryptography and take advantage of both to provide enhanced security for IoT, are thoroughly reviewed and discussed. Moreover, challenges arising from applying biometrics to IoT and potential solutions are identified and analyzed. With an insight into the state-of-the-art research in biometrics for IoT security, this review paper helps advance the study in the field and assists researchers in gaining a good understanding of forward-looking issues and future research directions.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.