Merge branch 'master' of https://github.com/Infinitode/DeepDefend

Author: Infinitode

readme.md

@@ -14,7 +14,7 @@ DeepDefend has not yet been fully tested. Please report any issues you may encou
 ## Changes in 0.1.1:
 We've updated DeepDefend, here's what's new:
 - 3 new functions under `deepdefend.attacks`
-- 3 new function under `deepdefend.defenses`
+- 3 new functions under `deepdefend.defenses`
 
 ## Installation
 
@@ -73,7 +73,7 @@ adversarial_example_cw = cw(model, x_example, y_example, epsilon=0.01, c=1, kapp
 adversarial_example_deepfool = deepfool(model, x_example, y_example, num_steps=10)
 
 # Perform JSMA attack on the example data
-adversarial_example_jsma(model, x_example, y_example, theta=0.1, gamma=0.1, num_steps=10)
+adversarial_example_jsma = jsma(model, x_example, y_example, theta=0.1, gamma=0.1, num_steps=10)
 ```
 
 ### Adversarial Defenses