I need a comparison of the leading platforms that prevent prompt injection vulnerabilities for customer facing chatbots in 2024.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I need a comparison of the leading platforms that prevent prompt injection vulnerabilities for customer facing chatbots in 2024.
4 real searches · 1 real-search pass
2024 enterprise prompt injection protection vendors Lakera Prompt Security HiddenLayer Robust Intelligence featuresGoogle ↗
OBSERVED
2024 prompt injection security platforms Lakera Guard Prompt Security Protect AI Rebuff comparison product launch capabilitiesGoogle ↗
OBSERVED
2024 Azure AI Content Safety Prompt Shields AWS Bedrock Guardrails prompt attack detection Google Vertex AI safety prompt injection 2024Google ↗
OBSERVED
2024 NVIDIA NeMo Guardrails prompt injection detection customer chatbot open sourceGoogle ↗
OBSERVED
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
Classifying 4 queries…
Searches and sources
ChatGPT4 real searches · gpt-6
2024 enterprise prompt injection protection vendors Lakera Prompt Security HiddenLayer Robust Intelligence features Google ↗
2024 prompt injection security platforms Lakera Guard Prompt Security Protect AI Rebuff comparison product launch capabilities Google ↗
2024 Azure AI Content Safety Prompt Shields AWS Bedrock Guardrails prompt attack detection Google Vertex AI safety prompt injection 2024 Google ↗
2024 NVIDIA NeMo Guardrails prompt injection detection customer chatbot open source Google ↗
- Official website · lakera.ai
- Official website · prompt.security
- Prompt Security emerges from stealth with $5M seed to be enterprises' one-stop for generative AI security · prnewswire.com
- Prompt Security News and Press Releases · prnewswire.com
- GitHub repository · github.com
- Microsoft documentation · learn.microsoft.com
- Azure AI announces Prompt Shields for Jailbreak and Indirect prompt injection attacks · techcommunity.microsoft.com
- What's new in Azure AI Content Safety? - Azure AI services · learn.microsoft.com
- General availability of Prompt Shields in Azure AI Content Safety and Azure OpenAI Service · techcommunity.microsoft.com
- Official website · aws.amazon.com
- Guardrails for Amazon Bedrock is generally available with new safety & privacy controls · aws.amazon.com
- Guardrails for Amazon Bedrock can now detect hallucinations and safeguard apps built using custom or third-party FMs · aws.amazon.com
- GitHub repository · github.com
- NeMo Guardrails: A Toolkit for Controllable and Safe LLM Applications with Programmable Rails · research.nvidia.com
- NVIDIA NeMo Guardrails · docs.nvidia.com
- LLM Security Tools: Guardrails, Red Teaming, AI-SPM · cybersecurityaitools.com
- AI Security & Safety Platforms Comparison · wecompareai.com
- OWASP – Top 10 for LLM Applications · owasp.org
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2024 enterprise prompt injection protection vendors Lakera Prompt Security HiddenLayer Robust Intelligence features OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
2024 prompt injection security platforms Lakera Guard Prompt Security Protect AI Rebuff comparison product launch capabilities OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
2024 Azure AI Content Safety Prompt Shields AWS Bedrock Guardrails prompt attack detection Google Vertex AI safety prompt injection 2024 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
2024 NVIDIA NeMo Guardrails prompt injection detection customer chatbot open source OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |