Abstract While Machine-Learning based network data analytics are now commonplace for
many networking solutions, nonetheless, limited access to appropriate networking data has …

Recently, video streaming services consumption has grown massively and is foreseen to
increase even more in the future. The tremendous traffic usage has negatively impacted the …

Video streaming traffic has been dominating the global network and the challenges have
exacerbated with the gaining popularity of interactive videos, aka 360° videos, as they …

In this paper, we present the first contactless side-channel attack for identifying 360 videos
being viewed in a Virtual Reality (VR) Head Mounted Display (HMD). Although the video …

Immense growth of network usage and the associated proliferation of network, traffic, traffic
classes, and diverse QoS requirements pose numerous challenges for network operators …

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Further exacerbating the privacy problem, data and model poisoning attacks can even …

Machine learning is revolutionizing the way multimedia information is processed and
transmitted to users. After intensive and powerful training, some impressive …

In this paper, we present the first contactless side-channel attack for identifying 360◦ videos
being viewed in a Virtual Reality (VR) Head Mounted Display (HMD). Although the video …

The explosive growth of video traffic brings challenges to network management and
optimization. It is important to identify video traffic to realize effective network resource …