Oct 21, 2021 · Abstract:It is well known that when IoT traffic is unencrypted it is possible to identify the active devices based on their TCP/IP headers.
Abstract. It is well-known that when IoT traffic is unencrypted it is possible to identify the active devices based on their TCP/IP headers. And when traffic is ...
Dec 2, 2022 · Telemetry of this network flow is used to analyze the traffic. This chapter discusses different flow-based approaches for traffic classification ...
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Oct 21, 2021 · ABSTRACT. It is well known that when IoT traffic is unencrypted it is possible to identify the active devices based on their TCP/IP headers.
Jul 14, 2023 · The first system studies the effect of combining raw data and engineered features to optimize the classification of encrypted and compressed ...
The motivation for this work is to propose a method to classify encrypted and compressed IoT traffic with an emphasis on reducing the possibility of falsely ...
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Aug 5, 2024 · Classification of Encrypted IoT Traffic despite Padding and Shaping ... Keeping the Smart Home Private with Smart(er) IoT Traffic Shaping.
They introduce comparative learning to enhance classification speed without degrading performance. Although our study is similar to [33], which focuses on STL, ...
Nov 7, 2022 · Full papers · Classification of Encrypted IoT Traffic Despite Padding and Shaping · Splitting Hairs and Network Traces: Improved Attacks Against ...
May 12, 2023 · IoT devices frequently transmit data wirelessly which can be passively collected by an adversary. In this work we present a methodology with ...