Automatic image collection using web crawler) are unique ideas for team projects. Image analysis using machine learning, 3. The three ideas we tried for Break reCaptcha (1. It was created by the Google Brain Team for Google research and product development and was released as an Apache 2.0 open source license on November 9, 2015 TensorFlow: Open source software library for machine learning(AI) used in Google products. Image classification and machine learning using the TensorFlow.Using the web crawler to collect images and screenshot to split.On the actual screen, move to the position and perform a click event Implement mouse movement like a human moves, read the x and y positions.We also developed the project by implementing a test program. We divided the project into three parts as shown below. Even after the semester ends, we will continue to research and develop the project. For a short period of time, there was a lot of difficulty in learning and implementing languages and tools related to machine learning such as Python and TensorFlow. Through this, we think that we can prepare for security threat using artificial intelligence in the future, and can suggest ideas to prepare against cyber threats in corporation or public institution. If the project is successful, we will get ideas to bypass the latest security technologies. To do so, We first thought about how to read the mouse position where the picture is located through machine learning, and then move the mouse to that position automatically. Especially, we will collect the test data automatically and learn the test data collected by applying the machine learning concept of artificial intelligence, which is the most popular technology in recent years so that the computer can judge the word presented by Google itself and select the picture. We conducted research to pass reCAPTCHA through a non-human machine. It does this while letting your valid users pass through with ease. reCAPTCHA uses an advanced risk analysis engine and adaptive CAPTCHAs to keep automated software from engaging in abusive activities on your site. ReCAPTCHA is a free service that protects your website from spam and abuse. Alexander Hohl, Ali Mohammad, Bijan Razavi, Jeongwan Park
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