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Stealing a PIN with signal processing and machine learning

Stealing a PIN with signal processing and machine learning

FromLinear Digressions


Stealing a PIN with signal processing and machine learning

FromLinear Digressions

ratings:
Length:
17 minutes
Released:
Nov 21, 2016
Format:
Podcast episode

Description

Want another reason to be paranoid when using the free coffee shop wifi? Allow us to introduce WindTalker, a system that cleverly combines a dose of signal processing with a dash of machine learning to (potentially) steal the PIN from your phone transactions without ever having physical access to your phone. This episode has it all, folks--channel state information, ICMP echo requests, low-pass filtering, PCA, dynamic time warps, and the PIN for your phone.
Released:
Nov 21, 2016
Format:
Podcast episode

Titles in the series (100)

Linear Digressions is a podcast about machine learning and data science. Machine learning is being used to solve a ton of interesting problems, and to accomplish goals that were out of reach even a few short years ago.