Complexity of Blockchain's Distributed Configuration to Rational User Behavior
Divya Paikaray, Ankit Chauhan · 2023
As a means of uniquely identifying mobile phones, this research plans to make use of naturally occurring defects in hardware components. Sensors and other mobile phone I/O components were tested for functionality. The goal of this method was to create hardware failure samples that could be sorted using just the device's mic and speaker. In this technique, an audio sample was generated by playing a known audio via the device's speakers and recording the resulting sound. The impact of these major elements on the reliability of the samples was investigated by collecting several sample sets. The collected samples' frequency responses were then extracted and sorted. Several classifiers were employed to sort the data into categories, and in some cases the results were more than 99.9 percent accurate. The results of this article suggest that microphone and speaker production faults might might possibly be utilized to identify devices.