The House That Knows You
| Autor: | Negin Salajegheh, Mihai Christodorescu, Alina Oprea, Talha Ongun, Cristina Nita-Rotaru |
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| Rok vydání: | 2018 |
| Předmět: |
060201 languages & linguistics
Authentication User authentication Multimedia Computer science business.industry 06 humanities and the arts 02 engineering and technology computer.software_genre Home automation 0602 languages and literature 0202 electrical engineering electronic engineering information engineering 020201 artificial intelligence & image processing Internet of Things business computer |
| Zdroj: | CCS |
| DOI: | 10.1145/3243734.3278523 |
| Popis: | Home-based Internet of Things (IoT) devices have gained in popularity and many households became "smart'' by using devices such as smart sensors, locks, and voice-based assistants. Given the limitations of existing authentication techniques, we explore new opportunities for user authentication in smart home environments. Specifically, we design a novel authentication method in IoT-enabled smart homes. We perform initial experiments and a user study leveraging network traffic collected from 8 IoT devices in our university lab. Preliminary results show that our LSTM model achieves a maximum accuracy of 75% in identifying users. |
| Databáze: | OpenAIRE |
| Externí odkaz: |
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