Secure your generative AI, from shadow AI to LLM threats
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TL;DR - Prompt Security
- Secures generative AI applications and usage across the enterprise.
- Prevents shadow AI, data leaks, prompt injection, and other AI-specific risks.
- Offers flexible deployment options and is compatible with any LLM.
Pricing: Paid only
Best for: Enterprises & pros
What is Prompt Security?
Prompt Security provides a comprehensive platform for AI security, designed to safeguard organizations against the evolving risks associated with generative AI. It addresses security challenges at multiple levels, from preventing shadow AI and data privacy risks among employees to securing homegrown AI applications and AI code assistants. The platform offers solutions for observability, data privacy, risk management, and compliance, enabling organizations to adopt AI tools safely. It protects against threats like prompt injection, jailbreaks, denial of public, and data leaks, while also ensuring content moderation for LLM responses. Prompt Security is LLM-agnostic, integrates seamlessly into existing tech stacks, and can be deployed in the cloud or on-premises, offering enterprise-grade protection and instant insights.
Pros & Cons
Pros
- Provides a holistic approach to AI security, covering employees, homegrown apps, and code assistants.
- Offers robust protection against a wide range of AI-specific threats, including those identified by OWASP.
- Features flexible deployment and LLM-agnostic integration for broad compatibility.
- Includes AI Red Teaming and a Prompt Fuzzer to proactively identify and mitigate vulnerabilities.
Cons
- Requires integration into existing AI and tech stacks, which may involve initial setup effort.
- The comprehensive nature of the platform might be more than what smaller organizations with limited AI adoption require.
Ratings Across the Web
5(2 reviews)
Ratings aggregated from independent review platforms. Learn more
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Key Features
Shadow AI preventionData privacy enforcement and anonymizationPrompt injection protectionJailbreak preventionDenial of Wallet/Service protectionContent moderation for LLM responsesAI Red Teaming for vulnerability identificationGranular risk management and policy enforcement
Pricing
Paid
Prompt Security offers paid plans. Visit their website for current pricing details.
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Prompt Security FAQ
How does Prompt Security address the risk of Shadow AI within an organization?
Prompt Security provides observability features that instantly detect and monitor all AI tools used by employees, allowing organizations to identify and eliminate Shadow AI risks. It also enables the establishment and enforcement of granular department and user policies to manage AI tool usage.
What specific types of attacks does Prompt Security protect homegrown AI applications against?
Prompt Security protects homegrown AI applications from a variety of attacks including Prompt Injection, Jailbreaks, Denial of Wallet, Remote Code Execution (RCE), and other emerging risks. It also prevents data leaks and ensures content moderation for LLM outputs.
Can Prompt Security integrate with any large language model (LLM) or does it have specific compatibility requirements?
Prompt Security is LLM-agnostic, meaning it works seamlessly with any first-party or third-party large language model, allowing organizations to maintain flexibility in their AI tool choices.
What deployment options are available for Prompt Security?
Prompt Security offers flexible deployment options, including SaaS (cloud-based) or on-premises deployment within a Virtual Private Cloud (VPC) or on physical infrastructure, to meet diverse organizational needs and security requirements.
How does Prompt Security help secure AI code assistants without exposing sensitive data?
Prompt Security enables secure integration of AI into development lifecycles by preventing the exposure of secrets and intellectual property through AI code assistants, ensuring sensitive data and code remain protected.
What is the purpose of the Prompt Fuzzer feature?
The Prompt Fuzzer is a tool within Prompt Security designed to test and harden the system prompt of AI applications. It helps identify vulnerabilities and improve the resilience of AI systems against malicious inputs.
How does Prompt Security ensure data privacy when AI applications interact with third-party LLMs or vector databases?
Prompt Security prevents data leaks by filtering and obfuscating sensitive data on the fly, ensuring privacy and compliance when homegrown AI applications are connected to third-party LLMs or vector databases.
What is MCP Gateway and how does it relate to Agentic AI Security?
MCP Gateway is the first comprehensive solution for Multi-Agentic AI (MCP) security. It provides real-time, machine-level security for Agentic AI systems, which can execute tasks autonomously. This gateway offers visibility, risk assessment, and enforcement capabilities that extend beyond traditional analysis boundaries to secure these advanced AI agents.
Source: prompt.security