aldan.creo commited on
Commit
7cf7fc4
1 Parent(s): 3b6b0ab
Files changed (2) hide show
  1. README.md +5 -1
  2. app.py +3 -1
README.md CHANGED
@@ -9,4 +9,8 @@ app_file: app.py
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  pinned: false
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  ---
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- Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
 
 
 
 
 
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  pinned: false
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  ---
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+ # SilverSpeak
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+
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+ This is a demonstration of a system to exploit homoglyph and zero-width character based attacks to evade AI-generated content detection systems.
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+
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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).
app.py CHANGED
@@ -27,8 +27,9 @@ inputs = [
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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 = "A tool to rewrite text to avoid AI detection systems."
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  def attack_fn(text, replace_chars, percentage, replace_spaces):
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  if replace_chars:
@@ -46,6 +47,7 @@ gr.Interface(
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  description=description,
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  allow_flagging="never",
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  examples=[
 
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  [EXAMPLE_TEXT_1, True, 0.05, False],
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  [EXAMPLE_TEXT_1, True, 0.03, True],
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  [EXAMPLE_TEXT_2, True, 0.1, 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 and zero-width character based 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, replace_spaces):
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  if replace_chars:
 
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  description=description,
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  allow_flagging="never",
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  examples=[
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+ [EXAMPLE_TEXT_1, False, 0.05, True],
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  [EXAMPLE_TEXT_1, True, 0.05, False],
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  [EXAMPLE_TEXT_1, True, 0.03, True],
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  [EXAMPLE_TEXT_2, True, 0.1, False],