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Update report_task2.ipynb
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grammar check
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RaviPatel2550 authored Nov 15, 2020
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"***\n",
"# Expectation Over Transformation Results\n",
"\n",
"EOT, the distribution of robust adversarial examples using a specific trasformation, was highly effective against the defended Athena. Experimentation was done using rotation to transdform the inputs. EOT was specifically used with PGD and FGSM. Initially, each of the white-box adversarial examples were executed at an epsilon value of `0.5`. The error rates for an Undefended Model, Athena, and PGD-ADT, all against **PGD** with an epsilon value of `0.5` are below:\n",
"EOT, the distribution of robust adversarial examples using a specific trasformation, was highly effective against the defended Athena. Experimentation was done using rotation to transform the inputs. EOT was specifically used with PGD and FGSM. Initially, each of the white-box adversarial examples were executed at an epsilon value of `0.5`. The error rates for an Undefended Model, Athena, and PGD-ADT, all against **PGD** with an epsilon value of `0.5` are below:\n",
"\n",
"| Number of Samples | UM | Athena | PGD-ADT |\n",
"|:--|--|--|--|\n",
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