# Aiceberg Risk Signals Library Aiceberg Risk Signals Library is an LLM Guardrails product by Aiceberg. It runs in the cloud. Pricing is commercial (contact sales). Library of AI threat detection signals for securing generative AI models Listed February 2026. ## What is Aiceberg Risk Signals Library? Aiceberg Risk Signals Library is a collection of AI threat detection and risk intelligence tools designed to secure generative AI model deployments. The library provides detection capabilities for sensitive data exposure including PII (social security numbers, addresses, emails), PHI (medical history, treatment information, insurance details), and PCI data (credit card numbers, expiration dates, CVV). The product identifies security threats such as secrets (passwords, API keys, cryptographic keys), toxicity, illegal content, and code vulnerabilities including prompt injection, jailbreaking, prompt leaking, and role impersonation. It includes input and output manipulation detection to prevent instruction override, direct command injection, and prompt leaking. The library offers content control features including blocklists for restricting specific words or topics, system instruction classification, relevance checking, and intent understanding. It provides specialized detection for code presence and code requests, text-to-SQL translation accuracy, and instruction-to-action alignment. Additional capabilities include goal alignment verification, data loss protection against defined ground truths, and intent-to-instruct validation to minimize misalignment and unintended consequences. The library is continuously expanding and supports enterprise compliance requirements for AI deployments. Tags: Generative AI, PII, Content Filtering ## Where it fits in your security program (NIST CSF 2.0) - [Protect](https://cybersectools.com/guides/building-protect-program-small-team): helps you prevent attacks and keep data safe. - [Detect](https://cybersectools.com/guides/building-detect-program-small-team): helps you spot attacks and unusual activity. ## Quick facts - Category: [AI Security](https://cybersectools.com/categories/ai-security) ยท [LLM Guardrails](https://cybersectools.com/categories/llm-guardrails) - Vendor: [Aiceberg](https://cybersectools.com/companies/aiceberg) - Deployment: Cloud - Company size fit: Mid-Market, Enterprise - Pricing model: Commercial (contact sales) - Features: 10 listed - Website: aiceberg.ai The full feature and integration lists are on the page for signed-in visitors. ## Where it ranks No shortlist covers this product's category yet. The closest is [Best AI SOC Solutions for Business](https://cybersectools.com/shortlists/best-ai-soc-solutions). ## Aiceberg Risk Signals Library FAQ ### What is Aiceberg Risk Signals Library? Aiceberg Risk Signals Library is a product by Aiceberg in the LLM Guardrails category. It covers Generative AI, PII and Content Filtering. ### What is the pricing for Aiceberg Risk Signals Library? Aiceberg Risk Signals Library is a commercial product. For pricing, visit https://aiceberg.ai/risk-signals-library or contact Aiceberg. ### What are alternatives to Aiceberg Risk Signals Library? Alternatives to Aiceberg Risk Signals Library listed on CybersecTools: 1. [Vulcan Protect](https://cybersectools.com/tools/vulcan-protect) - Runtime guardrail platform that monitors and protects GenAI inputs/outputs in production (Commercial) 2. [DeepKeep LLM](https://cybersectools.com/tools/deepkeep-llm) - End-to-end LLM security platform protecting against attacks and data leakage (Commercial) 3. [Dynamo AI DynamoGuard](https://cybersectools.com/tools/dynamo-ai-dynamoguard) - Real-time AI guardrails platform for detecting misuse, hallucinations & attacks (Commercial) 4. [Eroun&Company SAIFE X](https://cybersectools.com/tools/erounandcompany-saife-x) - GenAI security platform protecting against data leaks and prompt attacks (Commercial) 5. [Daxa.ai Proxima](https://cybersectools.com/tools/daxaai-proxima) - AI data gateway securing LLM interactions by monitoring and redacting sensitive data. (Commercial) Compare all Aiceberg Risk Signals Library alternatives at [https://cybersectools.com/alternatives/aiceberg-risk-signals-library](https://cybersectools.com/alternatives/aiceberg-risk-signals-library) ### What deployment and organization size does Aiceberg Risk Signals Library fit? Aiceberg Risk Signals Library is available as cloud. It is listed for mid-market and enterprise organizations. Pricing is commercial. Ask Aiceberg for pricing and support terms. ## Compare Aiceberg Risk Signals Library with similar solutions - [Aiceberg Risk Signals Library vs Vulcan Protect](https://cybersectools.com/compare/aiceberg-risk-signals-library-vs-vulcan-protect) - [Aiceberg Risk Signals Library vs DeepKeep LLM](https://cybersectools.com/compare/aiceberg-risk-signals-library-vs-deepkeep-llm) - [Aiceberg Risk Signals Library vs Dynamo AI DynamoGuard](https://cybersectools.com/compare/aiceberg-risk-signals-library-vs-dynamo-ai-dynamoguard) All alternatives to Aiceberg Risk Signals Library: [/alternatives/aiceberg-risk-signals-library](https://cybersectools.com/alternatives/aiceberg-risk-signals-library) --- Source: https://cybersectools.com/tools/aiceberg-risk-signals-library For AI agents: every CybersecTools shortlist is listed at https://cybersectools.com/shortlists.md, and any compare page has a Markdown copy too (add .md to its URL). More on Aiceberg Risk Signals Library and Aiceberg: funding, momentum, hiring and news, plus the full product and company record, are available through the Mandos MCP Server (paid plans), which connects to AI assistants: https://mandos.io/mcp?utm_source=cybersectools.com&utm_medium=product-md