Augmented Data Selector to Initiate Text-Based CAPTCHA Attack

Figure 6

Combining our preprocessing approach with five commonly used attack methods, it shows that even adding a single preprocessing module can improve the accuracy of the basic attack method. Adding two attack modules at the same time can significantly improve the accuracy of each method. Furthermore, compared with machine learning methods, CNN has more advantages in text-based CAPTCHA recognition.