WhyLabs: Secure
Shield your AI application in real time!
Protect your AI applications from bad actors, abuse, misuse, and hallucinations with a unique solution that combines the power of a real-time guardrail with application tracing. WhyLabs Secure ensures the ultimate visibility and control around any guardrail decision, giving AI developers and stakeholders peace of mind.
Thousands of users love and trust WhyLabs:
Low Latency
WhyLabs Secure features a guardrail that employs purpose-built and highly optimized models to ensure all critical GenAI security checks have sub 300ms SLA. GenAI teams have successfully employed the guardrail to minimize risks in externally facing chatbots and internally facing Q&A applications.
Reliable
WhyLabs Secure combines the most advanced techniques in anomaly detection and machine learning to deliver guardrail capabilities that are accurate (93% accuracy on red team benchmarks) and reliable.
Transparent
Determining the root cause of a security event is just as important as catching it. WhyLabs Secure captures application traces for all blocked or flagged interactions. Traces allow for a deep analysis of each LLM prompt-response pair and of complex RAG interactions.
Best practices for security of GenAI applications
Prevent prompt injections and data leakage
GenAI applications introduce a new class of vulnerabilities. WhyLabs Secure guardrail stays up-to-date with the most advanced techniques for detecting prompt injections and jailbreaks. Furthermore, both prompts and responses are scanned for the presence of PII to prevent confidential data leakage.
Mitigate hallucinations and block off-topic responses
Users lose trust in LLMs quickly when responses are misleading, not grounded in the context, or nonsensical. WhyLabs Secure equips the AI security teams with tools to detect factually incorrect responses. Customizable system messages help steer the application toward safe outputs.
WhyLabs helps you continuously improve the model and reduce hallucinations systematically. You can build hallucination theme datasets for evaluation of new model versions and for fine-tuning the RAG architecture.
Protect against toxicity and harmful content
Harmful, low sentiment, and toxic responses from LLMs hinder customer trust and usability of the application. WhyLabs Secure makes it possible to guardrail and block the users from toxic interactions. Furthermore, WhyLabs customizable callbacks help build user quarantine workflows to protect against potential trolls.
Privacy-preserving deployment
- WhyLabs Secure uses a proprietary hybrid SaaS deployment model which ensures the highest level of privacy to the data that flows through GenAI applications.
- The WhyLabs Secure container is intentionally open source. This ensures we can earn trust from the first steps of the WhyLabs integration.
- All guardrail data processing is done locally, without using external APIs.
- No raw prompt-response data leaves the customer environment. Instead, WhyLabs makes it easy to store it in customer’s VPC for analytics and optimization purposes.
OWASP Top 10 for LLMs
Stay compliant with AI security standards, including OWASP Top 10 for LLMs and MITRE AtlasTM, with WhyLabs Secure. Our team keeps the WhyLabs guardrail up-to-date with the latest best practices and security threat signatures.
