Özet:

Security walls, attacks detection and blocking systems are used against attacks from the network environment to ensure the security of web applications. HTTP attacks are also carried out using HTTP and HTTP controls are performed to prevent these attacks. In this study, a new hybrid model was proposed to prevent web-based attacks using signature-based and abnormal-based checks. While some types of web-based attacks known as signature-based controls are monitored, an abnormal-based controls are performed with the byes classification algorithm using the Alfanumeric Character, Charter Frequency and Wish Length properties. The abnormal check-based checklist has been updated with the abnormal requests identified as a result of the abnormal check-based check-based checklist, making the system resistant to new attacks. The proposed model, Example Web Application data set, CSIC 2010 and ECML-PKDD 2007 data set have been tested using. According to the results of the test, an anormal-based examination was successfully carried out at an average of 95.1%. The test results are compared with some similar studies. The comparison results showed that the recommended model showed higher control performance compared to current studies and had a low erroneous positive rate.

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