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- W2476602007 abstract "Video surveillance has been widely adopted to ensure home security in recent years. Most video encoding standards such as H.264 and MPEG-4 compress the temporal redundancy in a video stream using difference coding, which only encodes the residual image between a frame and its reference frame. Difference coding can efficiently compress a video stream, but it causes side-channel information leakage even though the video stream is encrypted, as reported in this paper. Particularly, we observe that the traffic patterns of an encrypted video stream are different when a user conducts different basic activities of daily living, which must be kept private from third parties as obliged by HIPAA regulations. We also observe that by exploiting this side-channel information leakage, attackers can readily infer a user's basic activities of daily living based on only the traffic size data of an encrypted video stream. We validate such an attack using two off-the-shelf cameras, and the results indicate that the user's basic activities of daily living can be recognized with a high accuracy." @default.
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- W2476602007 date "2016-04-01" @default.
- W2476602007 modified "2023-09-24" @default.
- W2476602007 title "Side-channel information leakage of encrypted video stream in video surveillance systems" @default.
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- W2476602007 doi "https://doi.org/10.1109/infocom.2016.7524621" @default.
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