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Update explanations can be manipulated and geometry is to blame
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Dec 13, 2019
by
Maximilian Idahl
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# Explanations can be manipulated and geometry is to blame
# Explanations can be manipulated and geometry is to blame
**Keys:**
**Keys:**
<img
src=
"uploads/expl_manipulate_fig1.png"
width=
"
3
00"
style=
"float: right;"
>
<img
src=
"uploads/expl_manipulate_fig1.png"
width=
"
1
00"
style=
"float: right;"
>
*
Adversarial attacks on explanation maps:
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Adversarial attacks on explanation maps:
*
they can be changed to an arbitrary target map by applying visually hardly perceptible input pertubation
*
they can be changed to an arbitrary target map by applying visually hardly perceptible input pertubation
*
The pertubation does not change the output of the network for that input
*
The pertubation does not change the output of the network for that input
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