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Sherlocked Security – AI-Powered Cybersecurity & Penetration TestingSherlocked Security – AI-Powered Cybersecurity & Penetration Testing
  • Home
  • About Us
  • Services
    • Application Security Services
    • Business Continuity & Resilience
    • Cloud Security Services
    • Compliance & Audit Services
    • Data Protection & Privacy
    • Digital Forensics & Incident Management
    • Emerging Tech & Niche Security
    • Governance, Risk & Strategic Advisory
    • Identity & Access Management
    • Incident Response & Digital Forensics
    • Infrastructure & Network Security
    • Managed Detection & Response (MDR)
    • Phishing & Awareness Training
    • Physical & Operational Security
    • Red Teaming & Adversary Simulation
    • Secure Development & DevSecOps
    • Security Engineering & Hardening
    • Security Operations & Management
    • Specialized Attack Simulations
    • Third-Party & Supply-Chain Security
    • Threat Intelligence & Monitoring
    • Vulnerability Assessment & Penetration Testing
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  • Real Time Application Self-Protection (RASP)
Application Security Services

Real Time Application Self-Protection (RASP)

  • May 8, 2025
  • 0

Sherlocked Security – Runtime Application Self-Protection (RASP)

Integrate Real-Time Threat Detection and Mitigation Directly into Your Application Stack


1. Statement of Work (SOW)

Service Name: Runtime Application Self-Protection (RASP) Assessment & Advisory
Client Type: Enterprises, FinTechs, Cloud-Native Apps, DevSecOps Teams
Service Model: Implementation Advisory, Configuration Hardening, Threat Simulation
Compliance Coverage: NIST 800-53, PCI-DSS, OWASP ASVS, ISO 27001, SOC 2

Assessment Types:

  • RASP Agent Evaluation and Integration Guidance
  • Runtime Threat Detection Accuracy Testing
  • Bypass Simulation and Defense Validation
  • Configuration Hardening and Alert Review
  • Integration with SIEM, APM, and DevSecOps Pipelines

2. Our Approach

[RASP Readiness Audit] → [Agent Selection & Integration] → [Runtime Threat Simulation] → [Policy Hardening] → [Alert & Telemetry Validation] → [Remediation Support] → [Post-Tuning Verification]


3. Methodology

[Environment Review] → [Agent Instrumentation] → [Exploit Simulation] → [Detection Review] → [False Positive Analysis] → [Alerting Workflow Review] → [Remediation Advisory] → [Hardening Guide]


4. Deliverables to the Client

  1. RASP Readiness & Integration Report
  2. Simulated Attack Results with Detection Efficacy
  3. RASP Configuration Hardening Guidelines
  4. False Positive and Alert Noise Analysis
  5. SIEM and DevSecOps Integration Checklist
  6. Runtime Exploit Detection Coverage Matrix
  7. Tuning Recommendations for Rules & Policies
  8. Post-Tuning Verification Report
  9. Optional: SOC Dashboard Integration Template

5. What We Need from You (Client Requirements)

  • Application architecture and language/runtime details
  • Access to staging/test environment with RASP agent installed
  • Application logs, APM tools, or SIEM integration details
  • Sample attack payloads or known business logic flows
  • Admin access to RASP console/management UI
  • NDA and scope sign-off before kickoff

6. Tools & Technology Stack

  • RASP Solutions (Contrast Security, Dynatrace AppSec, Signal Sciences, Sqreen)
  • Custom Threat Simulation Toolkit
  • Burp Suite Pro + In-app exploit payloads
  • OWASP Threat Simulators (e.g., Juice Shop, WebGoat RASP mode)
  • Runtime Fuzzers & Injection Modules
  • Log Analysis & Alert Correlation Tools
  • Python/Java/.NET Hook Test Suites
  • Integration with SIEMs (Splunk, ELK, Sumo Logic) and CI/CD pipelines

7. Engagement Lifecycle

1. Kickoff & Architecture Mapping → 2. Agent Deployment → 3. Exploit Simulation Phase → 4. Alert & Detection Review → 5. False Positive Filtering → 6. Policy Hardening → 7. Final Tuning & Report


8. Why Sherlocked Security?

Feature Sherlocked Advantage
Framework-Specific Simulation Tailored tests for Java, .NET, Node.js, Python, etc.
Real-World Bypass Testing Mimics attacker patterns to test actual protection logic
False Positive Mitigation Focus on actionable alerts, not noisy logs
RASP Hardening Expertise In-depth config guidance for rules, agents, and exceptions
SIEM/DevSecOps Compatibility Pipeline-ready recommendations and integrations
Exploit Coverage Reports Map detections to OWASP, CVE, and CWE standards

9. Real-World Case Studies

SaaS Product: Runtime SQL Injection Detection Failure

Issue: RASP agent failed to detect non-standard SQLi payloads.
Solution: Payload encodings and polymorphic queries were added to detection rules.
Outcome: Alert fidelity improved, detection rate increased to 98%.

Enterprise App: High Alert Noise in Production

Client: Fortune 500 Company
Findings: Excessive false positives from dynamic template engines and benign scripts.
Fix: Whitelisted known functions, added context-aware rules, integrated alerts into Splunk.
Outcome: Reduced alert fatigue and focused SOC on critical incidents.


10. SOP – Standard Operating Procedure

  1. Application Architecture & Language Audit
  2. RASP Agent Evaluation (Compatibility, Performance)
  3. Agent Deployment & Hook Validation
  4. Simulated Threat Injection (RCE, SQLi, XSS, Deserialization)
  5. Detection & Alert Review
  6. Rule Tuning & Whitelisting of Legitimate Flows
  7. Integration with SIEM/APM for Alert Correlation
  8. Verification of Hardening and Runtime Performance
  9. Developer Training or Knowledge Transfer
  10. Post-Deployment Monitoring & Final Report

11. RASP Testing & Tuning Checklist

1. RASP Deployment Validation

  • Confirm RASP agent instrumentation for all application components
  • Verify correct language and framework hooks (Java, .NET, Node.js, Python)
  • Validate agent injection on application boot/init phase
  • Check runtime resource overhead introduced by agent
  • Assess impact on logging, error handling, and normal operations

2. Runtime Exploit Simulation

  • SQL Injection (classic, time-based, blind) in input fields and headers
  • Command Injection payloads via headers, forms, or file names
  • Deserialization attacks in API payloads (Java, .NET, Python pickles)
  • File inclusion and path traversal attempts in download/upload handlers
  • XSS vectors (reflected, stored, DOM-based)
  • Insecure object references and ID tampering
  • Business logic abuse via parameter and workflow manipulation

3. Detection Accuracy & Alert Review

  • Capture alert logs for all exploit attempts
  • Categorize detections by severity, category, and confidence level
  • Validate alerts with actual exploit success/failure
  • Identify false negatives (missed exploits) and false positives (benign actions flagged)
  • Check for redundant or overly verbose alerts

4. Rule Tuning & Noise Reduction

  • Whitelist benign inputs or paths frequently flagged
  • Adjust sensitivity thresholds on specific rules (e.g., XSS or SQLi heuristics)
  • Disable or reconfigure noisy modules in low-risk paths
  • Define trusted sources to suppress irrelevant alerts from known IPs
  • Regularly audit and refine rule sets based on new violations

5. Business Logic & App-Specific Testing

  • Abuse valid business actions (e.g., cancel order, change price)
  • Simulate token reuse, replay attacks, and race conditions
  • Manipulate object ownership and resource isolation logic
  • Inject payloads in serialized objects or signed URLs
  • Confirm RASP tracks and blocks abnormal execution paths

6. Integration & Alerting Workflows

  • Integrate RASP alerts into existing SIEM or log pipeline
  • Configure alerts with structured metadata (source, payload, stack trace)
  • Add alert filtering rules to avoid alert fatigue in SOC tools
  • Link alert IDs to CVE/CWE/OWASP mappings where applicable
  • Implement alert suppression for known/acknowledged conditions

7. Policy & Configuration Hardening

  • Enable blocking mode on validated rules (SQLi, RCE, deserialization)
  • Configure rule exception logic for trusted code paths
  • Use application-specific whitelists for files, parameters, endpoints
  • Apply least-privilege model on RASP configuration (admin vs. viewer roles)
  • Log all blocked attacks for auditing, even if user-facing impact is mitigated

8. Post-Deployment Validation

  • Monitor application logs for performance or stability degradation
  • Simulate safe replays of earlier payloads to ensure RASP triggers properly
  • Reassess rules quarterly or after major feature changes
  • Establish internal documentation for dev teams on maintaining RASP hygiene
Web Content Security Policy (CSP) Implementation
Static Application Security Testing (SAST)

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