no code implementations • NeurIPS Workshop TDA_and_Beyond 2020 • Joe Collins, Michaela Iorga, Dmitry Cousin, David Chapman
Buttechniques to fingerprint devices based on inter-packet arrival time (IAT) are an important area of research, as this feature is available even in encrypted traffic. We demonstrate that Topological Data Analysis (TDA) using persistent homology over IAT packet windows is a viable approach to obtain discriminative features for device fingerprinting.