RAPID

RAPID stands for "Reduced Application Vulnerability through Prompt Issue Resolution and Detection." and represents the key elements of time to remediate in the context of application security. It highlights the importance of promptly resolving identified issues and vulnerabilities to reduce application vulnerability and enhance overall security.

Time to remediate, in the context of application security, refers to the duration it takes to address and resolve identified security vulnerabilities or issues in an application. It measures the time from when a vulnerability is first identified or reported to the point at which it is effectively mitigated or remediated. Time to remediate is a crucial metric that directly impacts the security posture and resilience of an application.

Here are key aspects of time to remediate in the context of application security:

  1. Vulnerability Identification: Time to remediate begins with the identification of a security vulnerability or issue in the application. This can be done through various means, including automated vulnerability scanners, manual code reviews, penetration testing, or external bug reports. The sooner a vulnerability is identified, the quicker the remediation process can begin.

  2. Prioritization and Severity Assessment: Once a vulnerability is identified, it is essential to assess its severity and potential impact on the application's security. Vulnerabilities are often prioritized based on their criticality, the level of risk they pose, and their potential for exploitation. This prioritization helps determine the urgency of remediation efforts and the allocation of resources.

  3. Remediation Planning: After prioritization, a plan is developed to address and remediate the identified vulnerabilities. This includes defining the necessary actions, allocating resources, and establishing timelines for remediation. The plan may involve development teams, security professionals, system administrators, or third-party vendors, depending on the complexity of the vulnerability and the application's architecture.

  4. Remediation Execution: Remediation activities involve implementing the necessary fixes, patches, or changes to address the identified vulnerabilities. This may include code modifications, configuration adjustments, updates to libraries or dependencies, or infrastructure changes. The remediation process aims to eliminate or mitigate the vulnerabilities and secure the application against potential threats.

  5. Testing and Validation: After remediation, thorough testing and validation are conducted to ensure that the applied fixes are effective and do not introduce new issues. This may involve retesting the affected areas, conducting regression testing, or performing security testing to verify that the vulnerabilities have been successfully addressed. Testing and validation help ensure that the remediation efforts are reliable and do not introduce unintended consequences.

  6. Verification and Closure: Once the remediation has been completed and validated, the vulnerability is verified as resolved, and the issue is closed. This includes documenting the actions taken, updating the security records, and closing any associated tickets or reports. Verification and closure indicate that the vulnerability has been effectively addressed and mitigated.

  7. Continuous Improvement: Time to remediate serves as a performance indicator for the organization's ability to respond promptly and efficiently to security vulnerabilities. By analyzing the time taken to remediate, organizations can identify bottlenecks, process improvements, or resource gaps that may impact the effectiveness of the remediation process. Continuous improvement efforts help streamline the time to remediate and enhance the organization's overall security posture.

Reducing the time to remediate is crucial to minimizing the window of opportunity for potential attackers and improving the overall security resilience of an application. A prompt and efficient remediation process helps ensure that identified vulnerabilities are addressed promptly, reducing the risk of exploitation and potential impact on the application and its users.

RAPID Metrics

For application security measures and metrics, "time to remediate" is a key metric that measures the amount of time it takes to address or resolve identified vulnerabilities or security issues within an application or software system. It represents the duration between the discovery or detection of a vulnerability and the completion of the necessary actions to remediate or mitigate that vulnerability.

Time to remediate is an important metric for evaluating the effectiveness and efficiency of an organization's security practices and incident response capabilities. A shorter time to remediate indicates a more agile and responsive security posture, allowing vulnerabilities to be addressed promptly before they can be exploited by attackers. Conversely, a longer time to remediate may indicate potential gaps in the security process, delays in patching or fixing vulnerabilities, or inefficiencies in the overall security response workflow.

By monitoring and tracking time to remediate, organizations can assess their ability to address security vulnerabilities effectively. This metric can also help identify bottlenecks or areas for improvement within the vulnerability management and remediation process, allowing organizations to allocate resources more efficiently and reduce the overall exposure to risk.

Tme to remediate should be considered in conjunction with other metrics and factors, such as

  • vulnerability severity
  • Impact
  • The availability of resources.

Key metrics that help organizations measure issue detection and resolution are as following:

1. Mean Time to Remediate (MTTR): This metric measures the average time taken to remediate security vulnerabilities or incidents in applications. It provides an overall view of the efficiency and effectiveness of the remediation process.

MTTR = (Sum of Time to Remediate for all Incidents / Total Number of Incidents).

  • The Mean Time to Remediate metric represents the average time taken to remediate security incidents or vulnerabilities in applications. It can be calculated by summing up the time to remediate for each incident and dividing it by the total number of incidents.

  • For example, if there are 10 security incidents in an application and the time to remediate for each incident is as follows: 2 days, 4 days, 1 day, 3 days, 5 days, 2 days, 6 days, 2 days, 3 days, and 4 days, the MTTR would be (2 + 4 + 1 + 3 + 5 + 2 + 6 + 2 + 3 + 4) / 10 = 3.2 days.

  • Measuring MTTR helps organizations assess the average time it takes to remediate security incidents or vulnerabilities. It provides insights into the efficiency and effectiveness of the remediation process, allowing organizations to track progress over time and identify areas for improvement. A lower MTTR indicates faster remediation times and more effective incident response capabilities, reducing the potential impact of security incidents on the application's security posture.

  1. Time to Patch: This metric specifically focuses on the time it takes to apply patches or security updates to vulnerabilities identified in applications. It helps assess the timeliness of patching efforts to minimize the window of exposure to potential threats.

TTP = (Sum of Time to Patch for all Vulnerabilities / Total Number of Vulnerabilities).

  • The Time to Patch metric represents the average time taken to apply patches or security updates to address identified vulnerabilities in applications. It can be calculated by summing up the time to patch for each vulnerability and dividing it by the total number of vulnerabilities.

  • For example, if there are 10 vulnerabilities identified in an application and the time to patch for each vulnerability is as follows: 2 days, 4 days, 1 day, 3 days, 5 days, 2 days, 6 days, 2 days, 3 days, and 4 days, the TTP would be (2 + 4 + 1 + 3 + 5 + 2 + 6 + 2 + 3 + 4) / 10 = 3.2 days.

  • Measuring TTP helps organizations assess the average time it takes to apply patches or security updates to address identified vulnerabilities. It provides insights into the efficiency and effectiveness of the patch management process, allowing organizations to track progress over time and identify areas for improvement. A lower TTP indicates faster patching times, reducing the window of vulnerability and minimizing the potential impact of security risks in the application.

  1. Time to Mitigate: This metric measures the time it takes to implement mitigating controls or measures to reduce the impact or exploitability of vulnerabilities. It evaluates the speed at which security teams can implement temporary or interim measures until a permanent fix is implemented.

TTM = (Sum of Time to Mitigate for all Incidents / Total Number of Incidents).

  • The Time to Mitigate metric represents the average time taken to implement mitigating controls or measures to reduce the impact or exploitability of vulnerabilities in applications. It can be calculated by summing up the time to mitigate for each incident and dividing it by the total number of incidents.

  • For example, if there are 10 security incidents in an application and the time to mitigate for each incident is as follows: 1 day, 3 days, 2 days, 4 days, 1 day, 3 days, 2 days, 3 days, 4 days, and 2 days, the TTM would be (1 + 3 + 2 + 4 + 1 + 3 + 2 + 3 + 4 + 2) / 10 = 2.5 days.

  • Measuring TTM helps organizations assess the average time it takes to implement mitigating controls for identified vulnerabilities. It provides insights into the efficiency and effectiveness of the mitigation process, allowing organizations to track progress over time and identify areas for improvement. A lower TTM indicates faster implementation of mitigating controls, reducing the potential impact and exploitability of vulnerabilities in the application.

  1. Time to Close/Resolve: This metric measures the time taken to completely close or resolve a reported security vulnerability or incident in an application. It includes the time required for investigation, analysis, remediation planning, implementation, and verification.

TTCR = (Sum of Time to Close/Resolve for all Incidents / Total Number of Incidents).

  • The Time to Close/Resolve metric represents the average time taken to completely close or resolve reported security incidents or vulnerabilities in applications. It can be calculated by summing up the time to close/resolve for each incident and dividing it by the total number of incidents.

  • For example, if there are 10 security incidents in an application and the time to close/resolve for each incident is as follows: 2 days, 4 days, 1 day, 3 days, 5 days, 2 days, 6 days, 2 days, 3 days, and 4 days, the TTCR would be (2 + 4 + 1 + 3 + 5 + 2 + 6 + 2 + 3 + 4) / 10 = 3.2 days.

  • Measuring TTCR helps organizations assess the average time it takes to close or resolve reported security incidents or vulnerabilities. It provides insights into the efficiency and effectiveness of the incident response and remediation process, allowing organizations to track progress over time and identify areas for improvement. A lower TTCR indicates faster incident resolution times, minimizing the potential impact and reducing the duration of exposure to security risks in the application.

  • Please note that the TTCR formula assumes that the time to close/resolve for each incident is accurately recorded and can be summed up and divided by the total number of incidents.

  1. Time to Fix: This metric focuses on the time it takes to develop and implement a permanent fix for identified security vulnerabilities in applications. It represents the duration between the identification of a vulnerability and the deployment of a robust solution.

TTF = (Sum of Time to Fix for all Issues / Total Number of Issues).

  • The Time to Fix metric represents the average time taken to fix reported issues or vulnerabilities in applications. It can be calculated by summing up the time to fix for each issue and dividing it by the total number of issues.

  • For example, if there are 10 issues reported in an application and the time to fix for each issue is as follows: 2 days, 4 days, 1 day, 3 days, 5 days, 2 days, 6 days, 2 days, 3 days, and 4 days, the TTF would be (2 + 4 + 1 + 3 + 5 + 2 + 6 + 2 + 3 + 4) / 10 = 3.2 days.

  • Measuring TTF helps organizations assess the average time it takes to fix reported issues or vulnerabilities. It provides insights into the efficiency and effectiveness of the software development and maintenance processes, allowing organizations to track progress over time and identify areas for improvement. A lower TTF indicates faster issue resolution times, reducing the potential impact and duration of exposure to security risks in the application.

  1. Time to Response: This metric measures the time taken to respond to a reported security incident or vulnerability in an application. It evaluates the promptness and efficiency of the incident response process, including initial triage, investigation, and initial actions to mitigate the risk.

TTR = (Sum of Time to Response for all Incidents / Total Number of Incidents).

  • The Time to Response metric represents the average time taken to respond to reported security incidents in applications. It can be calculated by summing up the time to response for each incident and dividing it by the total number of incidents.

  • For example, if there are 10 security incidents reported in an application and the time to response for each incident is as follows: 2 hours, 4 hours, 1 hour, 3 hours, 5 hours, 2 hours, 6 hours, 2 hours, 3 hours, and 4 hours, the TTR would be (2 + 4 + 1 + 3 + 5 + 2 + 6 + 2 + 3 + 4) / 10 = 3 hours.

  • Measuring TTR helps organizations assess the average time it takes to respond to reported security incidents. It provides insights into the efficiency and effectiveness of incident response processes, allowing organizations to track progress over time and identify areas for improvement. A lower TTR indicates faster incident response times, enabling prompt actions to mitigate the impact and minimize the duration of exposure to security risks in the application.


These metrics help organizations track and improve their remediation efforts by providing insights into the speed and effectiveness of addressing security vulnerabilities and incidents in applications. They enable organizations to identify bottlenecks, optimize processes, and ensure timely remediation to minimize potential risks and improve the overall security posture of their applications.

Not all vulnerabilities can be addressed immediately, as some may require extensive testing, coordination with development teams, or careful planning to minimize potential disruption to critical systems. Therefore, organizations should strive to strike a balance between addressing vulnerabilities promptly and ensuring thorough remediation actions are taken to maintain the overall security and stability of the application or system.