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Cake Fuzzer is an open-source project meant to help automatically and continuously discover vulnerabilities in web applications created based on specific frameworks with very limited false positives. Currently, it is implemented to support the Cake PHP framework. Cake Fuzzer is based on the concept of Interactive Application Security Testing (IAST). The goals of the project are: - create an automated process of discovering vulnerabilities in applications based on the CakePHP Framework; - no application knowledge requirement or pre-configuration of the web application; - result with minimal or close to 0 amount of false positives; - require minimal security knowledge to run the scanner.