To mitigate the vulnerability of collecting users' installed apps data, ensure that your privacy policy clearly states the purpose of collecting this data, obtain explicit consent from users before collecting it, and implement strong security measures to protect the data from unauthorized access or misuse. Additionally, regularly review and update your privacy policy to reflect any changes in data collection practices.