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Update app.py
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app.py
CHANGED
@@ -9,6 +9,7 @@ import random
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from silverspeak import (
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random_attack as random_homoglyphs_attack,
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)
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def random_deletion_attack(original_text, percentage=0.1, random_seed=42):
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@@ -44,17 +45,18 @@ inputs = [
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value=0.05,
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label="Percentage of characters to replace",
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),
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gr.
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]
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outputs = gr.Textbox(label="Output text", show_copy_button=True)
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title = "Silverspeak"
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description = """Here, we utilize homoglyph
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For more information, please refer to the research paper: [Creo, Aldan and Shushanta Pudasaini. “Evading AI-Generated Content Detectors using Homoglyphs.” (2024)](https://arxiv.org/abs/2109.06255)."""
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def attack_fn(text, replace_chars, percentage, replace_spaces):
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if replace_chars:
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text = random_homoglyphs_attack(text=text, percentage=percentage, types_of_homoglyphs_to_use=
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if replace_spaces:
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text = random_deletion_attack(original_text=text, percentage=percentage)
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return text
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from silverspeak import (
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random_attack as random_homoglyphs_attack,
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)
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from silverspeak.homoglyphs.utils import TypesOfHomoglyphs
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def random_deletion_attack(original_text, percentage=0.1, random_seed=42):
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value=0.05,
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label="Percentage of characters to replace",
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),
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gr.Dropdown(value=['identical'], multiselect=True, choices=[x.value for x in TypesOfHomoglyphs])
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gr.Checkbox(label="Zero-Width", value=False, show=False),
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]
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outputs = gr.Textbox(label="Output text", show_copy_button=True)
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title = "Silverspeak"
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description = """Here, we utilize homoglyph attacks to evade AI-generated content detection systems.
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For more information, please refer to the research paper: [Creo, Aldan and Shushanta Pudasaini. “Evading AI-Generated Content Detectors using Homoglyphs.” (2024)](https://arxiv.org/abs/2109.06255)."""
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def attack_fn(text, replace_chars, percentage, types_of_homoglyphs, replace_spaces):
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if replace_chars:
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text = random_homoglyphs_attack(text=text, percentage=percentage, types_of_homoglyphs_to_use=types_of_homoglyphs)
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if replace_spaces:
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text = random_deletion_attack(original_text=text, percentage=percentage)
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return text
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