PromptArmor

PromptArmor is an AI-based threat detection and response system designed to protect large language models (LLMs) and AI applications from security risks. This comprehensive solution offers a suite of features to safeguard against emerging threats in the generative AI landscape, providing businesses and developers with tools to maintain high security standards and compliance in their AI operations.

Key features:

- Adversarial Input Detection: Identifies and mitigates inputs designed to manipulate or exploit AI models.
- PII Detection: Detects and protects personally identifiable information from unauthorized access or exfiltration.
- Profanity Detection: Filters out unwanted or sensitive language from outputs generated by AI models.
- Rogue Agent Detection: Monitors and addresses scenarios where an AI agent might act in unintended ways or against the interests of the user.
- Data Exfiltration Prevention: Prevents sensitive data from being extracted from the system through malicious manipulations.
- Continuous Monitoring: Offers ongoing surveillance of AI operations to promptly detect and respond to threats.
- Security Primer and Pentesting: Provides educational resources on LLM security and pentesting services to assess the security of LLM vendors and implementations.

How it works:

1. Integration with existing LLM applications and AI platforms
2. Continuous monitoring of AI operations and inputs
3. Real-time threat detection and response
4. Implementation of security measures to protect against identified risks
5. Provision of educational resources and pentesting services for enhanced security

Integrations:

Compatible with various AI and LLM platforms

Use of AI:

PromptArmor leverages generative AI capabilities to enhance its threat detection algorithms, enabling it to understand and process complex inputs and behaviors associated with LLMs for effective security threat detection.

AI foundation model:

The system is likely built on advanced AI foundation models, which enable it to process and analyze complex LLM-related data for security purposes.

Target users:

- Enterprises using LLMs in their operations
- AI developers working with generative AI technologies
- Tech startups implementing AI-driven solutions
- Organizations requiring compliance with data protection regulations

How to access:

PromptArmor is available as a web application and offers API access for integration into existing systems.

Pricing:

LLM pentesting services start at $1,000, with certification provided upon successful testing. Some services, such as security primers, are offered for free, suggesting a freemium model.