AI Vulnerability Assessment
Continuously probe and analyze your LLMs to identify potential security vulnerabilities
Why You Need Shade
Your AI models face sophisticated threats that traditional security tools can't detect. Shade is Gray Swan's advanced AI vulnerability assessment platform that acts like a security researcher working 24/7 to find weaknesses in your AI deployment before attackers do.
The AI Security Challenge
- Evolving Threats: New jailbreak techniques and prompt injection attacks emerge daily
- Hidden Vulnerabilities: LLMs can be manipulated in ways traditional security testing misses
- Compliance Risks: AI systems may generate content that violates regulations or policies
- Data Exposure: Models might leak sensitive information through crafted prompts
- Behavioral Drift: AI systems can go off-script in unpredictable ways
What is Shade?
Shade is a comprehensive AI security evaluation suite that leverages state-of-the-art adversarial AI research to continuously probe and analyze your LLMs. It identifies scenarios that lead to problems—generating illegal or harmful content, going off-script, or leaking private information—before they impact your users or business.
Continuous Automated Probing
Shade uses state-of-the-art automated probing techniques to stress-test your deployment, exploring the boundaries of your LLM's behavior to identify scenarios that could lead to undesirable outcomes. Unlike manual testing, Shade runs 24/7 and scales to test thousands of attack vectors.
Evolving Threat Protection
The AI threat landscape is constantly changing, with new jailbreak techniques and attack vectors emerging weekly. Shade evolves with the threat landscape, automatically updating its testing methodologies to ensure you won't be caught off guard when new threats emerge.
In-depth Analysis and Reporting
Get detailed reports that provide a clear picture of your AI's vulnerability and resilience under various stressors. Every finding includes comprehensive analysis, reproducible test cases, and actionable recommendations for remediation.
Research-Grade Testing
Shade incorporates the latest advancements from academic AI security research, giving you access to sophisticated testing methodologies that would otherwise require a team of AI security experts.
Key Benefits
For Security Teams
- Comprehensive Risk Assessment: Identify all potential AI security vulnerabilities before deployment
- Regulatory Compliance: Ensure AI systems meet industry-specific security and content requirements
- Threat Intelligence: Stay ahead of emerging AI attack vectors and techniques
- Audit Trail: Complete documentation of security testing for compliance reporting
For AI Engineers & Developers
- Early Detection: Find vulnerabilities during development, not in production
- Integration Testing: Validate that security measures work as intended across your entire AI pipeline
- Performance Impact: Understand how security measures affect model performance and accuracy
- Best Practices: Learn industry-leading approaches to AI security implementation
For Enterprise Leadership
- Risk Quantification: Get clear metrics on AI security posture for business decision-making
- ROI Protection: Prevent costly security incidents and data breaches before they occur
- Competitive Advantage: Deploy AI systems with confidence knowing they've been thoroughly tested
- Stakeholder Assurance: Demonstrate due diligence in AI security to customers, partners, and regulators
What Shade Tests For
| Vulnerability Category | Description | Business Impact |
|---|---|---|
| Jailbreak Attacks | Attempts to bypass safety controls and content policies | Brand damage, compliance violations, harmful content generation |
| Prompt Injection | Malicious instructions hidden in user inputs | Unauthorized actions, data exposure, system compromise |
| Data Leakage | Extracting training data or sensitive information | Privacy violations, intellectual property theft, regulatory fines |
| Behavioral Manipulation | Making AI act outside intended parameters | Service disruption, incorrect outputs, user harm |
| Policy Violations | Content that violates organizational or regulatory policies | Legal liability, reputation damage, compliance failures |
Getting Started with Shade
Shade is available as an enterprise solution with custom deployment options tailored to your organization's needs.
Ready to secure your AI deployment?
Contact our team to discuss your AI security requirements and set up a Shade evaluation for your organization.
Questions about Shade?
- Implementation: How Shade integrates with your existing AI infrastructure
- Custom Testing: Tailoring Shade's testing scenarios to your specific use cases
- Reporting: Understanding vulnerability reports and remediation recommendations
- Compliance: Meeting industry-specific AI security requirements
Our team of AI security experts will work with you to create a comprehensive vulnerability assessment program that fits your organization's needs.