WhiteHaX SecureAI Testing Service

The End-to-End Security & Performance Framework for Enterprise AI

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Overview

Your AI applications are a competitive advantage, but are they secure, resilient, and performant? WhiteHaX AI Pro goes beyond traditional pen-testing to deliver a holistic assessment that safeguards your AI investment against threats, ensures optimal user experience, and provides a clear path to robust, efficient deployment.

WhiteHaX SecureAI Testing: This automated testing allows businesses to thoroughly verify their AI deployments against thousands of AI specific attacks, security breaches, AI-specific DoS scenarios and other AI risks. This service can also be extended to fully test MCP servers serving Agentic-AI/RAG-AI deployments in the business. It may also optionally include WhiteHaX AI-ASM platform license for integration with business read-teaming tests, AI-specific SecOps testing cycles, Engineering DevOps testing cycle and other use-cases.

ENHANCED METHODOLOGY: A FOUR-PILLAR APPROACH TO AI RESILIENCE


Our structured methodology evaluates your AI systems and Apps from every critical angle: Security, Performance, and Operational Integrity.




Pillar 1: AI Performance & Load Profiling (Passive Testing)

We measure critical performance metrics to establish a baseline and identify risks under stress.

  • AI App Response Time Measurement We conduct granular analysis of response latencies under various loads, from single-user interactions to peak traffic, pinpointing bottlenecks in the API chain, model inference, or data retrieval processes.
  • Comprehensive Denial-of-Service (DoS) Testing: We simulate sophisticated DoS and resource exhaustion attacks, including:
    • Volumetric Attacks: Flooding the API with high request rates.
    • Complex Query Attacks: Sending computationally expensive prompts designed to max out GPU/CPU resources and drive up inference costs.
    • AI-Specific Attacks: "Prompt Bombing" with long, complex inputs that strain the model's context window.
    • Benefit: Understand your AI application's breaking point and its impact on user experience and operational costs.
  • Testing Mode: Auto-testing with AI-ASM Platform & Passive Agents that simulate LLMs & MCP Servers.



Pillar 2: AI Application Attack Simulation (Active Testing)

Our unique SecureAI Testing Service actively probes and exploits vulnerabilities in all your business AI applications.

  • Scope Includes:
    • Home-Grown AI Apps: Custom LLM integrations, proprietary models, and in-house AI agents.
    • 3rd-Party AI Apps:: Commercial LLM APIs (e.g., OpenAI, Anthropic, Gemini, MS Co-pilots), AI SaaS platforms, AI Co-pilots and integrated AI services.
  • Techniques: Advanced prompt injection (jailbreaking), training data extraction, model evasion, adversarial examples, malicious docs upload, Confidential data leakage, Agentic-AI & Agentic-RAG abuse or breakage attempts, LLM and MCP breach attempts and many more.
  • Testing Mode: Auto-testing with AI-ASM Platform & Manually


Pillar 3: AI Security Defense Assessment (Passive Testing)

This non-intrusive phase evaluates the resilience of your AI security perimeter without interacting with your application code.

  • What We Test: AI-specific Web Application Firewalls (WAFs), input sanitization filters, Next-gen Firewalls, rate-limiting policies, and anomaly detection systems.
  • Benefit: Assesses the effectiveness of your protective controls and identifies configuration gaps before live applications are ever targeted.
  • Testing Mode: Auto-testing with AI-ASM Platform & Passive Agents that simulate LLMs & MCP Servers.
Pillar 4: Continuous AI Security Integration

We provide the tools for ongoing security, embedding protection directly into your development lifecycle.

  • AI-ASM Platform :Includes a 1-year subscription to the AI-ASM Platform, allowing your team to continuously monitor, test, and validate the security and performance posture of your AI applications.
  • Custom CI/CD Integration Scripts: Receive tailored scripts to integrate security and performance checks through AI-ASM Platform into your CI/CD pipeline, enabling continuous AI app verification with every build and deployment.
  • Testing Mode: Integrated testing using AI-ASM Platform in your CI/CD pipe-line, QA & red-teaming exercises.

KEY DIFFERENTIATORS: Why WhiteHaX SecureAI Testing is Unique

FeatureWhiteHaX SecureAI Traditional App Pen-Testing Basic AI Scanners
Thorough AI Readiness TestingYes. All common and uncommon AI attacks, confidential data leakage, AI specific vulnerabilities. Limited. Testing thoroughness depends on vendor.No. Not as thorough. Need heavy manual config & updates.
Performance & DoS FocusYes. Integrated response time profiling and comprehensive, AI-specific DoS testing. Limited. Focuses on availability, not cost or latency impact. No. Purely functional security testing.
Deployment OptimizationYes. Provides strategic recommendations for optimal resource allocation. No No
Remediation GuidanceSpecific & Actionable. Includes WAF rules and secure code snippets. Generic. High-level advice only. Basic. Often lacks context.
CoverageUniversal. Tests 3rd-party and home-grown apps, plus passive defenses. Limited. Usually only in-house code. Varies. Often limited scope.
Automation & CI/CDYes. Custom scripts and a verification platform for continuous security. No. Typically a one-time engagement. Sometimes. Often a standalone tool.

ENHANCED WHITEHAX AI PRO DELIVERABLES PACKAGE:At End-of-Service

You will receive a comprehensive portfolio of assets designed for immediate action and long-term strategy.

Holistic Security & Performance Report
  • Executive Summary: Business-risk-focused overview.
  • Technical Deep-Dive: Detailed findings from security, performance, and DoS testing, including response time benchmarks and cost-impact analysis of DoS scenarios.
  • Vulnerability Matrix: Risk-prioritized list of all discovered issues.
Immediate Hardening & Optimization Kit
  • Custom WAF Rules: Ready-to-deploy rules for your specific AI security stack to block prompt injection and abuse.
  • Secure Code Snippets: AI related threat-detection code examples to remediate vulnerabilities in your home-grown apps.
  • Performance Tuning Guide: Recommendations to address response time bottlenecks identified during profiling.
Strategic AI Deployment Brief
  • Optimal Resource Allocation Recommendations: Data-driven guidance on the most efficient compute, scaling, and infrastructure configuration (e.g., GPU vs. CPU, auto-scaling triggers) for your specific use-cases and budget, based on our performance and load testing results.
  • Resilience Architecture: Recommendations to harden your deployment against DoS attacks and ensure high availability.
Continuous Compliance & Security Pipeline Kit
  • Platform Access: Credentials and onboarding for your 1-year subscription to the WhiteHaX AI-ASM Platform for ongoing, continuous testing.
  • CI/CD Integration Scripts: Custom, documented scripts for embedding security, performance, and DoS checks into your Jenkins, GitLab, GitHub Actions, or other pipelines.
COMMON AI VULNERABILITIES: Uncovered by WhiteHaX SecureAl Testing Service
  • Security: Prompt Injections, Data Leakage, Model Evasion, Training Data Poisoning Risks, malicious docs upload, Agentic-AI & Agentic-RAG abuse or breakage attempts and many more.
  • Performance: High-Latency Model Inference, Inefficient API Chaining, Database Bottlenecks.
  • Resilience: Costly DoS Vectors, Ineffective Rate Limiting, Poor Auto-Scaling Configurations.

USE CASES: For WhiteHaX SecureAl Testing Service

  • Enterprises deploying LLMs for customer-facing or internal operations where performance and uptime are critical.
  • SaaS Companies embedding AI features into their core products who need to ensure a seamless user experience.
  • Financial Services & Healthcare organizations using AI for sensitive decision-making under strict compliance and reliability mandates.
  • Technology Leaders who need to ensure their AI investments are secure, efficient, resilient, and cost-effective.
  • Businesses deploying 3rd-party or home-grown AI applications and/or systems.

NEXT STEPS: SECURE AND OPTIMIZE YOUR AI FUTURE

Move beyond reactive security. Partner with us to build a fortified, high-performance AI infrastructure.

Contact: Contact Us Today for a Scoping Call and other details:

  • Email: sales@whitehax.com
  • Web: www.WhiteHaX.com/pen-test-pro