Explore the Role of AI/ML in Detecting and Mitigating Unusual Patterns in IoT Device Data Streams for Enhanced Security

IoT has indeed acted as an enabler for advanced levels of automation and informed decision-making, driven by data. Still, it is also changing industries in nook and corner of the world through rapid proliferation, which in itself has other serious security challenges to allow detection and mitigation of peculiar patterns in IoT data streams indicative of malicious activities or anomalies in operation. Applications that work on improving IoT security through the support that AI and ML offer would involve real-time analytics and inference onto streams of data for various anomaly detection

Authors

Publication Details

Journal
International Journal For Multidisciplinary Research
Published
2024-12-17
DOI
https://doi.org/10.36948/ijfmr.2024.v06i06.33231
Primary Topic
Network Security and Intrusion Detection
Type
article
Field-Weighted Citation Impact
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article

Explore the Role of AI/ML in Detecting and Mitigating Unusual Patterns in IoT Device Data Streams for Enhanced Security

Balaji Singaram
International Journal For Multidisciplinary Research
Network Security and Intrusion Detection
article

Explore the Role of AI/ML in Detecting and Mitigating Unusual Patterns in IoT Device Data Streams for Enhanced Security

Balaji Singaram
article en

Abstract

IoT has indeed acted as an enabler for advanced levels of automation and informed decision-making, driven by data. Still, it is also changing industries in nook and corner of the world through rapid proliferation, which in itself has other serious security challenges to allow detection and mitigation of peculiar patterns in IoT data streams indicative of malicious activities or anomalies in operation. Applications that work on improving IoT security through the support that AI and ML offer would involve real-time analytics and inference onto streams of data for various anomaly detection

International Journal For Multidisciplinary ResearchVol. 6(6)
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Openalex Percentile: Top 73%
Network Security and Intrusion Detection
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