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Mobile RASP: Features, Benefits, and How to Integrate It in CI/CD

Mobile RASP: Features, Benefits, and How to Integrate It in CI/CD blog image

Traditional application security tools are designed to detect and prevent vulnerabilities during development, specifically in the source code, or during the compile and link stages. However, once an application is launched, it becomes vulnerable to runtime attacks. These attacks can be particularly damaging in highly sensitive sectors like fintech, government, and healthcare.

Mobile Runtime Application Self-Protection (RASP) addresses this gap by operating from within the application. It actively monitors and protects the app during execution, defending against runtime threats that static tools can’t detect or stop.

What is mobile RASP?

Mobile RASP continuously monitors and protects an application while it’s running. It plays a critical role in a comprehensive application security strategy, especially since protection must extend beyond development to the post-deployment phase, where apps run on mobile devices you don’t control.

A mobile RASP solution is embedded directly within the application and operates at runtime, detecting and responding to threats as they occur. It functions independently of the mobile operating system (OS), requiring no OS-level changes. By analyzing runtime behavior in context, mobile RASP can distinguish between malicious activity and benign errors, enabling precise and adaptive protection.

Core features of mobile RASP

The features that enable mobile RASP to protect applications against runtime threats include the following:

Real-time threat detection

A RASP program runs alongside the app to continuously monitor its activity. It actively scans for malicious behavior and suspicious resource access. Because the monitoring and decision logic is embedded in the app’s execution path, it can detect and respond to threats based on predefined rules and context-specific conditions.

Blocking suspicious behavior 

In addition to detecting threats, RASP programs can actively block suspicious behavior to prevent unauthorized access or modification. Common examples of blocked activities include:

Tampering

Unexpected changes to binaries, class structures, or other program components can signal tampering. A mobile RASP program monitors these indicators, including signs of repackaging like signature mismatches.

Hooking

Hackers may use advanced tools to alter runtime behavior or hook into native code to access sensitive data. When hooking indicators, like suspicious call redirection, are detected, the RASP program can trigger an alert or block the malicious process.

Reverse engineering attempts

Attackers often attempt to reverse engineer apps to understand their structure and identify vulnerabilities. Tools like debuggers, decompilers, and hex editors are commonly used. Mobile RASP detects these tools and related activity (such as memory dumps) and can respond by encrypting sensitive data, disabling features, or triggering alerts.

Runtime response actions 

Depending on the type of suspicious activity detected, the RASP program can dynamically respond to block the threat in real time. Common actions include shutting down the app, disabling specific features, forcing a logout, invalidating a session token, or triggering an alert.

Environment checks

A RASP program can detect indicators that the app is running in a compromised or emulated environment, such as rooted or jailbroken devices. Attackers often use these environments to bypass protections, automate attacks, or manipulate runtime behavior.

Static security vs. runtime protection

Application security requires a layered approach to cover all potential attack surfaces. Static security measures are essential for building resilient apps and supporting a shift-left approach by addressing risks early in the software development lifecycle (SDLC). However, these tools can’t detect or stop threats that occur during runtime, leaving a critical gap in protection.

ComponentStatic SecurityMobile RASP
When appliedPre-deploymentRuntime
Key benefitsDetects live threats, Real-time responsesDetects live threatsReal-time responses
Common limitationsCan’t detect runtime attacksCan’t fix insecure code
Best-fit use casesEnforcing coding standardsPreventing and responding to runtime attacks

Mobile RASP complements your static defenses to help you create a comprehensive, overlapping approach to app security. Because static security tools are designed to protect an application in a compiled state, they don’t have runtime visibility. They can’t see or defend against threats after deployment. This leaves your application vulnerable to hackers who reverse engineer it and gain access to the binary. 

Mobile threats that require runtime protection

To close the gaps left by static security tools, mobile RASP is designed to detect and block threats that occur during execution. Common examples include:

  • Reverse engineering: Attempts to deconstruct the app to expose source code or application logic
  • Runtime code injection: Inserting malicious code into the app while it’s running
  • App repackaging: Modifying the app binary and re-signing it with malicious content
  • Hooking or debugging on rooted/jailbroken devices: Altering the app’s behavior using unauthorized tools
  • Credential harvesting and session hijacking: Stealing user credentials or session tokens to gain unauthorized access

Features to look for in a mobile RASP solution

When evaluating a mobile RASP solution, look for the following features:

  • Cross-platform support: Ensure the solution supports Android and iOS, providing consistent protection across environments and reducing implementation complexity.
  • CI/CD compatibility: Your RASP solution should integrate smoothly into existing DevOps workflows to ensure runtime protections are enforced without disrupting development velocity. Choose a tool like PreEmptive designed for CI/CD pipelines.
  • Policy configuration and tuning: Choose a solution that allows you to define how the RASP behaves in different environments. For example, you may opt for more lenient settings during testing and stricter enforcement in production.
  • Threat analytics and reporting: A centralized dashboard provides visibility into detected threats and attack patterns, helping teams prioritize security efforts and inform product decisions.
  • Compliance readiness: Select a RASP tool that aligns with regulatory requirements for data protection and privacy—particularly important in industries like healthcare, finance, and government.
  • Integration with broader security tooling: RASP should complement your static analysis and other security tools, creating a unified, end-to-end defense. Choose a solution built to work as part of a comprehensive application security stack.

How to implement mobile RASP in your CI/CD pipeline

Mobile RASP security technology solutions should be integrated into your existing CI/CD pipeline as part of your overall application security strategy. 

Build stage

Start early in the SDLC

Although RASP is designed for runtime protection, don’t wait until the end of deployment to start implementing it. During the design phase, you’ll need to consider how various features and components of your application will benefit from RASP. 

Inject RASP during the build

During the build stage, you’ll need to inject the mobile RASP into your application via an agent or the software development kit (SDK). 

Configure response policies

This is also when you need to configure your mobile RASP to establish policies for how it should respond to specific threats. If the RASP detects that the app is running on a rooted device, you may want to have it self-terminate.

In the event of code tampering, you may want it to erase sensitive data and log out. You can adjust the parameters based on the sensitivity of the exposed data and the severity of the threat. 

Enable logging and telemetry

Enable logging and telemetry during the build. Choose which data points to capture and ensure your logging practices comply with data privacy and protection regulations.

Watch for app size and performance impact

The final app size is one key consideration when implementing mobile RASP at this stage. Understand what’s being added and why, so you can trim where needed to avoid performance issues. Once complete, your runtime protections will be part of the codebase and ready for testing.

Test stage

Validate app functionality

During the testing stage, evaluate how the application behaves with RASP enabled. Ensure the app functions correctly and that RASP doesn’t interfere with regular user activity.

Simulate controlled threats

Next, trigger specific threat scenarios to test how the RASP responds. This includes running the app on rooted or jailbroken devices, attaching a debugger, or launching it in an emulator. Simulate tampering attempts to validate detection and response.

Verify logging and visibility

After simulating attacks, confirm that each event is accurately logged and appears in your dashboard. Ensure logs comply with your privacy guidelines and that responses are appropriate from a user experience perspective.

Monitor for false positives

RASP testing typically results in fewer false positives than other security tools, as it’s context-aware. Still, use this opportunity to identify any false positives and fine-tune your configuration as needed.

Release stage

The release stage is when you finalize your configurations and prepare to deploy your app with comprehensive runtime protection. Based on your testing data, adjust how your RASP program responds to threats. Enable remote policy updates so you can use your telemetry and analysis to tweak your responses based on real-time trends without sending an app update each time. 

Include your RASP logs in your incident response plans so your security team is alerted and can address any underlying issues. Before you release the mobile RASP, do a staged rollout to evaluate its performance in a smaller environment. 

Example use case

For example, an online investment company plans to release an Android and iOS app with innovative features that make personalized investment recommendations based on its customers’ goals, history, risk tolerance profile, and current portfolio. Because the app would handle so much sensitive information, it would be imperative for the company to protect the privacy and security of customer data.

The company would look for comprehensive application security that would adapt in real time and allow the app to be fast, responsive, and intuitive. During the build stage, the team would embed mobile RASP into the app, set policies, and check for obfuscation conflicts. In the testing phase, the QA engineers would test the application on rooted and jailbroken phones, perform behavior validation, and check baseline performance to verify that the mobile RASP wouldn’t negatively impact the app’s speed and responsiveness. 

Once they complete their testing, the company will roll out the app to 10% of its customers to monitor it. After 72 hours with no significant issues, they would roll it out to the rest of their customers and continue to monitor and log threats, making adjustments remotely as needed.

Is mobile RASP right for your app?

If you’re on the fence about implementing mobile RASP security solutions for your app, the following list will help you determine if it’s a good fit for your use case: 

App sensitivity and data exposure

The more sensitive your customer data is, the higher your security needs. If you’re dealing with high-risk data such as financial or health information, mobile RASP can help prevent data theft during runtime. If your app contains intellectual property that can be accessed through reverse engineering, mobile RASP will help you maintain a competitive advantage. 

Compliance requirements

Mobile RASP strengthens your mobile app security posture through automated defense and runtime visibility. These measures are required for some cybersecurity frameworks, as mobile applications offer a particularly attractive attack vector for malicious actors. 

Threat model complexity

If your application is a high-value target for attackers, it will likely need dynamic mobile RASP protection. You can regularly update your defenses in response to security risks without releasing new versions. 

Team maturity/existing security stack

Mobile RASP won’t compensate for an inefficient security team, but it can help you provide more comprehensive coverage. It pairs with your static application security testing measures to help you take a multi-faceted approach to application security. 

Mobile user base size/distribution method

Apps distributed to a broad audience through public platforms are more vulnerable to reverse engineering and require stronger security measures. 

Create a multi-layered application security strategy with mobile RASP

Adding runtime protection to your mobile security strategy helps you safeguard against threats that static tools alone can’t address. If your team is looking to close security gaps during runtime, especially for sensitive or widely distributed apps, exploring mobile RASP is a logical next step. PreEmptive’s suite of runtime protection tools empowers DevSecOps teams to build a multi-faceted application security strategy that integrates seamlessly into the CI/CD pipeline. To see how runtime protection fits into your CI/CD pipeline, request a free trial today!

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