Browsing Library by Subject "AED, neural networks, deep learning, spectrograms"

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Attacking Audio Event Detection Deep Learning Classifiers with White Noise

Santos, Rodrigo dos; Kassetty, Ashwitha; Nilizadeh, Shirin (ACM, 2021-07-02)

We develop deep learning-based classifiers for Audio Event Detection (AED), attacking them next with some white noise disturbances. We show that an attacker can use such simple disturbances to potentially fully avoid ...

Browsing Library by Subject "AED, neural networks, deep learning, spectrograms"

Attacking Audio Event Detection Deep Learning Classifiers with White Noise ﻿

Attacking Audio Event Detection Deep Learning Classifiers with White Noise