FIXX: FInding eXploits from eXamples

FInding eXploits from eXamples is a novel approach focused on detecting taint-style vulnerabilities in PHP applications. Using important information from a CVE containing details regarding a vulnerability in an application, our method aims to discover possible similar vulnerabilities in the corresponding application. This artifact contains the required source code to detect such vulnerabilities in a given web application. The list of PHP applications that have been evaluated using our approach has been provided here as well. Additionally, the dumpfiles needed to load the code property graphs of the corresponding applications have been provided. Finally, FIXX obtains important information regarding the vulnerability of an application from its CVE using a fine-tuned GPT4 model. The dataset used to fine-tune this model has been uploaded as well.