SGF-MD: behavior rule specification-based distributed misbehavior detection of embedded IoT devices in a closed-loop smart greenhouse farming system

PV Astillo, J Kim, V Sharma, I You - IEEE Access, 2020 - ieeexplore.ieee.org
Smart farming is rapidly revolutionizing the agricultural sector where embedded Internet of
Things (IoT) devices are integrated into the field to maintain or improve the quality of …

Integrity threat identification for distributed IoT in precision agriculture

R Chamarajnagar, A Ashok - 2019 16th Annual IEEE …, 2019 - ieeexplore.ieee.org
Internet-of-Things (IoT) paradigms have created, in addition to opportunities, a huge void in
security. Although there are multiple works that explore security through device …

Accurate detection of IoT sensor behaviors in legitimate, faulty and compromised scenarios

K Sood, MR Nosouhi, N Kumar… - … on Dependable and …, 2021 - ieeexplore.ieee.org
In smart farming sector, Internet of Things (IoT) based smart sensing systems are vulnerable
to failure, malfunction, and malicious attacks. Also, sensors are deployed often in an alien …

Comprehensive analysis on security threats prevalent in IoT-based smart farming systems

GJ Rosline, P Rani, D Gnana Rajesh - Ubiquitous Intelligent Systems …, 2022 - Springer
Smart farming is a vital notion for the development of agriculture and food processing
industries globally. Industrial revolution in computing and digital network turned agriculture …

IoT-based privacy-preserving anomaly detection model for smart agriculture

K Kethineni, P Gera - Systems, 2023 - mdpi.com
Internet of Things (IoT) technology has been incorporated into the majority of people's
everyday lives and places of employment due to the quick development in information …

IoT based smart greenhouse framework and control strategies for sustainable agriculture

MS Farooq, R Javid, S Riaz, Z Atal - IEEE Access, 2022 - ieeexplore.ieee.org
In recent years, the Internet of Things (IoT) has become one of the most familiar names
creating a benchmark and scaling new heights. IoT an indeed future of the communication …

Anomaly detection through transfer learning in agriculture and manufacturing IoT systems

M Abdallah, WJ Lee, N Raghunathan… - arXiv preprint arXiv …, 2021 - arxiv.org
IoT systems have been facing increasingly sophisticated technical problems due to the
growing complexity of these systems and their fast deployment practices. Consequently, IoT …

Autoencoder-based anomaly detection in smart farming ecosystem

M Adkisson, JC Kimmell, M Gupta… - … Conference on Big …, 2021 - ieeexplore.ieee.org
The inclusion of Internet of Things (IoT) devices is growing rapidly in all application domains.
Smart Farming uses IoT devices to increase efficiency and optimize farming operations …

Blockchain-based cloud-enabled security monitoring using internet of things in smart agriculture

R Chaganti, V Varadarajan, VS Gorantla, TR Gadekallu… - Future Internet, 2022 - mdpi.com
The Internet of Things (IoT) has rapidly progressed in recent years and immensely
influenced many industries in how they operate. Consequently, IoT technology has …

[HTML][HTML] Fast wireless sensor for anomaly detection based on data stream in an edge-computing-enabled smart greenhouse

Y Yang, S Ding, Y Liu, S Meng, X Chi, R Ma… - Digital Communications …, 2022 - Elsevier
Edge-computing-enabled smart greenhouses are a representative application of the Internet
of Things (IoT) technology, which can monitor the environmental information in real-time and …