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This is a Literature Review study.

November 21, 2025Security and Privacy

Leveraging Machine Learning and Deep Learning in IoT Security: A Review

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Authors

MZMohammad Zahid TBTaran Singh Bharati

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Implication

This literature review uncovers vulnerabilities in IoT security, demonstrating the impact of machine learning and deep learning on addressing security attacks and enhancing efficiency.

Key Points

Security attacks are prevalent in IoT, highlighting the need for improved models using machine learning.
Deep learning and machine learning are essential to identify and address vulnerabilities in real time.
The comprehensive literature review evaluates existing security solutions and their limitations in the IoT context.
Addressing IoT security issues is critical due to the increasing number of cyberattacks targeting these devices.

Cite This Study

Zahid et al. (2025) studied this question.

synapsesocial.com/papers/6924e3ffc0ce034ddc34f62e https://doi.org/10.1002/spy2.70144

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Implication

This literature review uncovers vulnerabilities in IoT security, demonstrating the impact of machine learning and deep learning on addressing security attacks and enhancing efficiency.

Leveraging Machine Learning and Deep Learning in IoT Security: A Review

Discussion

Member takes

Implication

Key Points

Cite This Study

Leveraging Machine Learning and Deep Learning in IoT Security: A Review

Discussion

Member takes

Implication

Key Points

Cite This Study

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