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Titlebook: Data and Applications Security and Privacy XXXVI; 36th Annual IFIP WG Shamik Sural,Haibing Lu Conference proceedings 2022 IFIP Internation

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https://doi.org/10.1007/978-3-319-70766-2ation about our diet, exercise habits and general well-being, and are useful for investigations on the prediction and therapy of diseases. On the other hand, these variations allow for microbiome-based identification of individuals, thus posing privacy risks in microbiome studies. Synthetic microbio
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Cellular Automata (Q2R and Creutz)ata problem in tabular security data sets. Tabular data sets in cybersecurity domains are widely known to pose challenges for machine learning because of their heavily imbalanced data (e.g., a small number of labeled attack samples buried in a sea of mostly benign, unlabeled data). Semi-supervised l
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Cellular Automata (Q2R and Creutz) recent years for protecting the location information in location-based services (LBSs). However the Laplace mechanism that satisfies GeoI outputs the location information equally in all directions considering the map is assumed to be symmetric. Therefore, when noise is added, the output can be dire
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Equilibrium and Steady State Calculationsd amount of time. If an analyst fails to do so, this can lead to severe consequences for the system under attack. In this work, we are motivated to aid the security analyst by introducing a tool which will help to produce a swift and effective response to incoming threats. If an analyst identifies t
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https://doi.org/10.1007/978-1-4419-0083-8nce and functionalities. Security and privacy issues remain mostly ignored. Attackers can compromise devices, inject spurious packets into an IoT network, and cause severe damage. Machine learning-based Network Intrusion Detection Systems (NIDS) are often designed to detect such attacks. Most algori
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Madeleine Meyer,Vassilis Pontikis apps handle all user data moving in and out of devices and cloud endpoints. Thus, they constitute a critical component in the IoT ecosystem from a privacy standpoint, but they have historically been understudied. In this paper, we perform a latitudinal study and analysis of a sample of 455 IoT comp
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