From 9ca3e55336554114fb77e3e717e9bb04de7c6220 Mon Sep 17 00:00:00 2001 From: trentwall Date: Wed, 18 Dec 2019 14:23:27 -0700 Subject: [PATCH 1/2] used a watermarking algorithm to attempt to improve FGSM so that it can target specific values. --- README FOR FINAL PROJECT.txt | 19 ++ Trent Wall Report.pdf | Bin 0 -> 76192 bytes gen_adv_ex_fgsm_serial_FGSM.py | 359 ++++++++++++++++++++++++++++ gen_adv_ex_fgsm_serial_wm_after.py | 359 ++++++++++++++++++++++++++++ gen_adv_ex_fgsm_serial_wm_before.py | 359 ++++++++++++++++++++++++++++ 5 files changed, 1096 insertions(+) create mode 100644 README FOR FINAL PROJECT.txt create mode 100644 Trent Wall Report.pdf create mode 100644 gen_adv_ex_fgsm_serial_FGSM.py create mode 100644 gen_adv_ex_fgsm_serial_wm_after.py create mode 100644 gen_adv_ex_fgsm_serial_wm_before.py diff --git a/README FOR FINAL PROJECT.txt b/README FOR FINAL PROJECT.txt new file mode 100644 index 0000000..9dd81d1 --- /dev/null +++ b/README FOR FINAL PROJECT.txt @@ -0,0 +1,19 @@ +Windows instructions: +Open a powershell window in this folder, then run +python ./FILENAME.py + +Linux instruction +Open a terminal in this folder, then run +python ./FILENAME.py + +gen_adv_ex_serial_FGSM.py +runs the FGSM algorithm with no modifications. +Writes its data to the FGSM.txt + +gen_adv_ex_serial_wm_after.py +Runs the FGSM algorithm with the watermark applied after the FGSM +has been applied. This file writes it output to the test.txt file. + +gen_adv_ex_serial_wm_before.py +Runs the FGSM algorithm with the watermark applied before the FGSM +has been applied. 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---------------------------- gen_adv_ex_fgsm_serial_wm_before.py | 359 ---------------------------- 5 files changed, 1096 deletions(-) delete mode 100644 README FOR FINAL PROJECT.txt delete mode 100644 Trent Wall Report.pdf delete mode 100644 gen_adv_ex_fgsm_serial_FGSM.py delete mode 100644 gen_adv_ex_fgsm_serial_wm_after.py delete mode 100644 gen_adv_ex_fgsm_serial_wm_before.py diff --git a/README FOR FINAL PROJECT.txt b/README FOR FINAL PROJECT.txt deleted file mode 100644 index 9dd81d1..0000000 --- a/README FOR FINAL PROJECT.txt +++ /dev/null @@ -1,19 +0,0 @@ -Windows instructions: -Open a powershell window in this folder, then run -python ./FILENAME.py - -Linux instruction -Open a terminal in this folder, then run -python ./FILENAME.py - -gen_adv_ex_serial_FGSM.py -runs the FGSM algorithm with no modifications. -Writes its data to the FGSM.txt - -gen_adv_ex_serial_wm_after.py -Runs the FGSM algorithm with the watermark applied after the FGSM -has been applied. This file writes it output to the test.txt file. - -gen_adv_ex_serial_wm_before.py -Runs the FGSM algorithm with the watermark applied before the FGSM -has been applied. 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