Читать книгу Artificial Intelligence and Data Mining Approaches in Security Frameworks - Группа авторов - Страница 20

The model proposes to add a layer of security to the multi-layered security approach. The proposed system architecture describe in Figure 1.2.

1 Suppose, while we are trying to log into our bank account using our credentials, a bot tries to crack the captcha.

2 Whenever it does so a machine learning model based on its ability to recognize patterns from the past would detect the presence of bots through active monitoring and predictive analysis.

3 If detected, it would terminate the current process and send out an alert.

4 If the bot is not present then it would continue the process and run the anti-virus software, in order to remove any other malicious files.

5 The Disaster recovery plan in the end would ensure that any important data is not lost and is backed up.