University of Twente Student Theses
Automated Generation of Security and Privacy Labels for IoT Devices: A Framework based on NIST Guidelines
Abbate, Gabriele (2024) Automated Generation of Security and Privacy Labels for IoT Devices: A Framework based on NIST Guidelines.
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| Abstract: | The proliferation of Internet of Things (IoT) devices has significantly transformed daily life by providing enhanced convenience and connectivity. However, this widespread adoption has also raised serious concerns about security and privacy. Despite the growing reliance on this technology, many regular users remain unaware of the risks associated with their IoT devices. In response, recent efforts, including guidelines from the National Institute of Standards and Technology (NIST), have aimed to improve security and privacy awareness through a proposed labeling system. While these guidelines offer a foundation, there remains a gap in effectively implementing and understanding security and privacy factors. Our study addresses this gap by proposing an automated methodology focused on network traffic analysis for extracting features from IoT devices to generate security and privacy labels. The results demonstrate that our methodology significantly improves the efficiency of feature extraction compared to manual methods, while also achieving high accuracy. |
| Item Type: | Essay (Master) |
| Faculty: | EEMCS: Electrical Engineering, Mathematics and Computer Science |
| Subject: | 54 computer science |
| Programme: | Computer Science MSc (60300) |
| Link to this item: | https://purl.utwente.nl/essays/103652 |
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