A novel methodology for anomaly detection in smart home networks via Fractional Stochastic Gradient Descent

The Internet of Things: A survey

Luigi Atzori, Antonio Iera, Giacomo Morabito · Computer Networks · 2010 · 15.3K citations

Computing, Computer Engineering, Computer Science +10

Distributed attack detection scheme using deep learning approach for Internet of Things

Abebe Diro · Future Generation Computer Systems · 2017 · 1K citations

Computing, Computer Science, Cybersecurity +14

Attack and anomaly detection in IoT sensors in IoT sites using machine learning approaches

Md. Mahmudul Hasan, Md. Milon Islam, Md Ishrak Islam Zarif et al. · Internet of Things · 2019 · 830 citations · Full text

Computing, Computer Science, Cybersecurity +15

Federated-Learning-Based Anomaly Detection for IoT Security Attacks

Viraaji Mothukuri, Prachi Khare, Reza M. Parizi et al. · IEEE Internet of Things Journal · 2021 · 677 citations

Computing, Computer Science, Cybersecurity +16

Beyond one-hot encoding: Lower dimensional target embedding

Pau Rodríguez, Miguel Ángel Bautista, Jordi Gonzàlez et al. · Image and Vision Computing · 2018 · 466 citations · Full text

Computing, Computer Science, Machine Learning +10