taquynhnga commited on
Commit
b273a7b
·
1 Parent(s): 7c20c15

Update pages/3_Adversarial_attack.py

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  1. pages/3_Adversarial_attack.py +9 -3
pages/3_Adversarial_attack.py CHANGED
@@ -118,13 +118,19 @@ if pred_class_id == (input_id-1) and (epsilon_button or find_epsilon or setting_
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  perturbed_data, new_prob, new_id, new_label = perform_attack(input_image, input_id-1, epsilon)
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  else:
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  epsilons = [i*step_epsilon for i in range(1, 1001) if i*step_epsilon <= max_epsilon]
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- epsilon_container.progress(0, text='Checking epsilon')
 
 
 
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  for i, e in enumerate(epsilons):
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- print(e)
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  perturbed_data, new_prob, new_id, new_label = perform_attack(input_image, input_id-1, e)
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- epsilon_container.progress(i/len(epsilons), text=f'Checking epsilon={e:.3f}. Confidence={new_prob*100:.1f}%')
 
 
 
 
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  epsilon = e
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  if new_id != input_id - 1:
 
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  perturbed_data, new_prob, new_id, new_label = perform_attack(input_image, input_id-1, epsilon)
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  else:
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  epsilons = [i*step_epsilon for i in range(1, 1001) if i*step_epsilon <= max_epsilon]
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+ with epsilon_container:
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+ epsilon_container_text = 'Checking epsilon'
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+ st.write(epsilon_container_text)
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+ st.progress(0)
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  for i, e in enumerate(epsilons):
 
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  perturbed_data, new_prob, new_id, new_label = perform_attack(input_image, input_id-1, e)
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+ with epsilon_container:
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+ epsilon_container_text = f'Checking epsilon={e:.3f}. Confidence={new_prob*100:.1f}%'
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+ st.write(epsilon_container_text)
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+ st.progress(i/len(epsilons))
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+
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  epsilon = e
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  if new_id != input_id - 1: