Datasets
Open Access
Google Home Pcap
- Citation Author(s):
-
DavideCaputo
University of Genova, DIBRISAndreaRanieriCNR-IMATILucaVerderameUniversity of Genova, DIBRISAlessioMerloUniversity of Genova, DIBRISLucaCaviglioneCNR-IMATI - Submitted by:
- Davide Caputo
- Last updated:
- Sat, 02/27/2021 - 09:35
- DOI:
- 10.21227/pr94-zk95
- Data Format:
- License:
1403 Views- Categories:
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Abstract
Smart speakers and voice-based virtual assistants are core components for the success of the IoT paradigm. Unfortunately, they are vulnerable to various privacy threats exploiting machine learning to analyze the generated encrypted traffic. To cope with that, deep adversarial learning approaches can be used to build black-box countermeasures altering the network traffic (e.g., via packet padding) and its statistical information.
Instructions:
This dataset contains several pcap files generated by the Google Home smart speaker placed under different conditions.
- Mic_on_off_8h contains two pcap files generated by keeping the microphone on (with silence) and off for 8 hours respectively.
- Mic_on_off_gquic_8h contains two pcap files generated by keeping the microphone on (with silence) and off for 8 hours respectively, excluding all network traffic not belonging to the google: gquic protocol.
- Mic_on_off_noise_3d contains three pcap files generated by holding on (with silence), off, and on (with noise) the microphone respectively for 3 days.
- Mic_on_off_noise_gquic_3d contains three pcap files generated by holding on (with silence), off, and on (with noise) the microphone respectively for 3 days. excluding all network traffic not belonging to the google protocol: gquic.
- media_pcap_anonymized contains several pcap files after the execution of queries such as "Whats' the latest news?" or "Play some music" (On each file has been stored network traffic collected after the execution of one query).
- travel_pcap_anonymized contains several pcap files after the execution of queries such as "How is the weather today?" (On each file has been stored network traffic collected after the execution of one query).
- utilities_pcap_anonymized contains several pcap files after the execution of queries such as "What's on my agenda today?" or "What time is it?" (On each file has been stored network traffic collected after the execution of one query).
Dataset Files
google_home_pcap.zip (2.11 GB)
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