How to Combat Image Recognition Models in Cybercrime

How to Combat Image Recognition Models in Cybercrime

The full text is 8799 words, estimated reading time is about 25 minutes, recommended to save for later reading. Captcha codes inherently carry a layer of semantic meaning in the answers, which is a natural distinction between humans and automated programs. Regardless of the method used to crack the captcha, the answer must be identified. … Read more

KNN for CAPTCHA Recognition

KNN for CAPTCHA Recognition

(Click the public account above to quickly follow) Source: Qiu Kang singasong https://segmentfault.com/a/1190000006070219 Introduction I previously developed a campus dating APP, where one of the logics was to confirm that the user is a student by accessing their academic system. The basic idea was to use the user’s account and password to scrape the information. … Read more

Image Verification Codes and Large-Scale Image Recognition Technology

Image Verification Codes and Large-Scale Image Recognition Technology

To distinguish between humans and computers, many services on the Internet use CAPTCHA technology, such as email applications, bank system logins, and transaction confirmations in e-commerce systems. Although character recognition remains the most commonly used method for CAPTCHAs, image semantic recognition-based CAPTCHAs have gradually appeared in some important Internet applications and have sparked heated discussions. … Read more