Evaluation of the unique device identification system and an approach for medical device tracking
Sign Up to like & getrecommendations! Published in 2017 at "Health policy and technology"
DOI: 10.1016/j.hlpt.2017.04.003
Abstract: Abstract Background Most countries have different registration and tracking system, but unique device identification based approach was recently introduced in the USA. In 2013, FDA and EU released regulations about unique device identification system. In… read more here.
Keywords: system; unique device; device identification; medical device ... See more keywords
Capacitance Sensor-Based Board-Level PUF for Device Identification
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Access"
DOI: 10.1109/access.2025.3606858
Abstract: The proliferation of counterfeit and refurbished semiconductor devices has become a critical concern. Device identification techniques based on Physically Unclonable Functions (PUFs) have therefore attracted significant attention. Conventional PUFs exploit only die-internal process variations and… read more here.
Keywords: device; board level; identification; device identification ... See more keywords
Adversarial Attacks Against IoT Identification Systems
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Internet of Things Journal"
DOI: 10.1109/jiot.2022.3229906
Abstract: While machine learning (ML)-based solutions for Internet of Things (IoT) device identification are effective in identifying IoT devices connected to the network, they may be vulnerable to adversarial attacks. Conventional approaches for crafting adversarial attacks… read more here.
Keywords: adversarial attacks; device identification; identification; iot identification ... See more keywords
Adversarial Attack and Defense for LoRa Device Identification and Authentication via Deep Learning
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Internet of Things Journal"
DOI: 10.1109/jiot.2025.3547645
Abstract: LoRa enables long-range, energy-efficient communication for Internet of Things (IoT) applications, making it an essential technology for low-power wide-area networks (LPWANs). However, its security remains a concern, particularly when reliable device identification and authentication are… read more here.
Keywords: deep learning; identification authentication; device identification;
CNN-Based Fast Source Device Identification
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Signal Processing Letters"
DOI: 10.1109/lsp.2020.3008855
Abstract: Source identification is an important topic in image forensics, since it allows to trace back the origin of an image. This represents a precious information to claim intellectual property but also to reveal the authors… read more here.
Keywords: device identification; cnn based; source; identification ... See more keywords
DeepCRF: Deep Learning-Enhanced CSI-Based RF Fingerprinting for Channel-Resilient WiFi Device Identification
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Information Forensics and Security"
DOI: 10.1109/tifs.2024.3515796
Abstract: This paper presents DeepCRF, a new framework that harnesses deep learning to extract subtle micro-signals from channel state information (CSI) measurements, enabling robust and resilient radio-frequency fingerprinting (RFF) of commercial-off-the-shelf (COTS) WiFi devices across diverse… read more here.
Keywords: deep learning; device identification; identification; csi based ... See more keywords
GDI: A Novel IoT Device Identification Framework via Graph Neural Network-Based Tensor Completion
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Services Computing"
DOI: 10.1109/tsc.2024.3463496
Abstract: Accurately identifying IoT device types is crucial for IoT security and resource management. However, existing traffic-based device identification algorithms incur high measurement, storage, and computation costs, as they continuously need to capture, store, and parse… read more here.
Keywords: tensor completion; device; identification; traffic ... See more keywords
Retransmission-Based TCP Fingerprints for Fine-Grain IoV Edge Device Identification
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Vehicular Technology"
DOI: 10.1109/tvt.2022.3169090
Abstract: Due to the deployment of 5G technology, the number of IoV (Internet of Vehicle) devices connected to the Internet will explosively grow. However, as a kind of edge network device, IoV devices also face some… read more here.
Keywords: iov devices; device identification; identification; retransmission ... See more keywords
Generalized Tensor-Aided Channel Estimation for Hardware Impaired Device Identification
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Transactions on Vehicular Technology"
DOI: 10.1109/tvt.2025.3551855
Abstract: In this paper, we investigate the joint generalized channel estimation and device identification problem in Internet of Things (IoT) networks under multipath propagation. To fully utilize the received signal, we decompose the generalized channel into… read more here.
Keywords: channel estimation; hardware; estimation; device identification ... See more keywords
Improved temporal IoT device identification using robust statistical features
Sign Up to like & getrecommendations! Published in 2024 at "PeerJ Computer Science"
DOI: 10.7717/peerj-cs.2145
Abstract: The Internet of Things (IoT) is becoming more prevalent in our daily lives. A recent industry report projected the global IoT market to be worth more than USD 4 trillion by 2032. To cope with… read more here.
Keywords: feature set; network; iot device; iot ... See more keywords