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Put two or three cybersecurity products side by side and see how they differ on deployment, pricing, features, integrations and compliance.
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| Product | HiddenLayer AI Security Platform by HiddenLayer View product | Lakera Guard by Lakera View product | Protect AI Platform by Protect AI View product |
|---|---|---|---|
| Overview | |||
| What it is | What does HiddenLayer AI Security Platform do? It covers model tampering alerts. See typical use cases, cloud or hybrid deployment and how it compares to rivals. | Lakera Guard by Lakera: toxic content filtering. Ideal for generative AI guardrails. Deployment: cloud. See how it compares with top Generative AI Security alternatives. | Protect AI Platform helps teams with AI-SBOM generation. Explore features like AI-SBOM generation, cloud or hybrid deployment and the closest AI Security competitors. |
| Product type | Enterprise AI Security, Model Detection & Response Platform | Real-Time Generative AI Security & LLM Prompt Injection Defense | AI Security, Model Vulnerability & Machine Learning Supply Chain |
| Best for | Financial Services, Technology, Healthcare, Defense, Enterprise IT, Media | Technology, Financial Services, Healthcare, Enterprise Software, SaaS, Retail | Financial Services, Technology, Healthcare, Defense, Enterprise IT, Retail |
| Pricing | |||
| Pricing model | Contact Vendor | Contact Vendor | Contact Vendor |
| Free trial | Free trial: yes | Free trial: yes | Free trial: yes |
| Deployment | |||
| Deployment options | SaaSCloudHybrid | SaaSCloud | SaaSCloudHybrid |
| Deployment details | Cloud SaaS; Hybrid; Cloud SaaS; Hybrid Containerized Agent (Customer VPC) | Cloud SaaS; Developer API; Cloud SaaS; High-Throughput REST API | Cloud SaaS; Hybrid; Cloud SaaS; Hybrid Containerized Agent (Customer VPC) |
| Data residency | United States; European Union; AWS Cloud Infrastructure | United States; European Union; AWS Cloud Infrastructure | United States; European Union; AWS Cloud Infrastructure |
| Key features | |||
| What it offers |
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| Platform & access | |||
| API access | API access: yes | API access: yes | API access: yes |
| Single sign-on (SSO) | SSO: yes | SSO: no | SSO: yes |
| Role-based access (RBAC) | RBAC: yes | RBAC: yes | RBAC: yes |
| Multi-tenant | Multi-tenant: yes | Multi-tenant: yes | Multi-tenant: yes |
| Mobile app | Mobile app: no | Mobile app: no | Mobile app: no |
| Supported platforms | Machine Learning ModelsGenerative AI PipelinesLLMsAI Pipelines | Generative AI ApplicationsChatbotsAutonomous LLM AgentsAI APIs | Machine Learning ModelsGenerative AI PipelinesLLMsAI Pipelines |
| Compliance | SOC 2 Type IIISO 27001NIST AI RMFEU AI ActMITRE ATLAS Aligned | SOC 2 Type IIISO 27001GDPRHIPAANIST AI RMFOWASP LLM Top 10 | SOC 2 Type IIISO 27001NIST AI RMFEU AI ActOWASP LLM Top 10 |
| Integrations & coverage | |||
| Integrations | AWS SageMakerAzure MLGoogle Vertex AIDatabricksHugging FaceSplunk | OpenAI GPT-4Anthropic ClaudeAWS BedrockLangChainLlamaIndexAzure AI | Hugging FacePyTorchTensorFlowAWS SageMakerAzure MLMLflowGitHub |
| Industries | Financial ServicesTechnologyHealthcareDefenseEnterprise ITMedia | TechnologyFinancial ServicesHealthcareEnterprise SoftwareSaaSRetail | Financial ServicesTechnologyHealthcareDefenseEnterprise ITRetail |
| Regions | Global | Global | Global |
| Vendor | |||
| Company | HiddenLayer | Lakera | Protect AI |
| Headquarters | Dallas, Texas, USA | Zurich, Switzerland | Seattle, Washington, USA |
| Company size | 201-500 | 51-200 | 2-10 |
| Founded | 2022 | 2021 | 2022 |
Overview
What it is
HiddenLayer AI Security Platform
What does HiddenLayer AI Security Platform do? It covers model tampering alerts. See typical use cases, cloud or hybrid deployment and how it compares to rivals.Lakera Guard
Lakera Guard by Lakera: toxic content filtering. Ideal for generative AI guardrails. Deployment: cloud. See how it compares with top Generative AI Security alternatives.Protect AI Platform
Protect AI Platform helps teams with AI-SBOM generation. Explore features like AI-SBOM generation, cloud or hybrid deployment and the closest AI Security competitors.Product type
HiddenLayer AI Security Platform
Enterprise AI Security, Model Detection & Response PlatformLakera Guard
Real-Time Generative AI Security & LLM Prompt Injection DefenseProtect AI Platform
AI Security, Model Vulnerability & Machine Learning Supply ChainBest for
HiddenLayer AI Security Platform
Financial Services, Technology, Healthcare, Defense, Enterprise IT, MediaLakera Guard
Technology, Financial Services, Healthcare, Enterprise Software, SaaS, RetailProtect AI Platform
Financial Services, Technology, Healthcare, Defense, Enterprise IT, RetailPricing
Pricing model
HiddenLayer AI Security Platform
Contact VendorLakera Guard
Contact VendorProtect AI Platform
Contact VendorFree trial
HiddenLayer AI Security Platform
Free trial: yesLakera Guard
Free trial: yesProtect AI Platform
Free trial: yesDeployment
Deployment options
HiddenLayer AI Security Platform
Lakera Guard
Protect AI Platform
Deployment details
HiddenLayer AI Security Platform
Cloud SaaS; Hybrid; Cloud SaaS; Hybrid Containerized Agent (Customer VPC)Lakera Guard
Cloud SaaS; Developer API; Cloud SaaS; High-Throughput REST APIProtect AI Platform
Cloud SaaS; Hybrid; Cloud SaaS; Hybrid Containerized Agent (Customer VPC)Data residency
HiddenLayer AI Security Platform
United States; European Union; AWS Cloud InfrastructureLakera Guard
United States; European Union; AWS Cloud InfrastructureProtect AI Platform
United States; European Union; AWS Cloud InfrastructureKey features
What it offers
HiddenLayer AI Security Platform
- Machine Learning Detection and Response (MLDR)
- Automated ML model scanning
- Prompt injection defense
- Adversarial evasion detection
- Model tampering alerts
- Enterprise AI threat protection
- Machine learning model vulnerability scanning
- Adversarial attack mitigation
Lakera Guard
- Sub-20 millisecond API inspection
- Prompt injection & jailbreak defense
- PII and sensitive data masking
- Toxic content filtering
- Gandalf AI intelligence
- Real-time prompt injection prevention
- Generative AI guardrails
- Sensitive data exfiltration blocking
Protect AI Platform
- Automated ML model scanning
- AI-SBOM generation
- Real-time prompt injection defense (Guardian)
- ML supply chain vulnerability tracking
- Model artifact verification
- Machine learning model vulnerability scanning
- Prompt injection defense
- AI supply chain risk mitigation
Platform & access
API access
HiddenLayer AI Security Platform
API access: yesLakera Guard
API access: yesProtect AI Platform
API access: yesSingle sign-on (SSO)
HiddenLayer AI Security Platform
SSO: yesLakera Guard
SSO: noProtect AI Platform
SSO: yesRole-based access (RBAC)
HiddenLayer AI Security Platform
RBAC: yesLakera Guard
RBAC: yesProtect AI Platform
RBAC: yesMulti-tenant
HiddenLayer AI Security Platform
Multi-tenant: yesLakera Guard
Multi-tenant: yesProtect AI Platform
Multi-tenant: yesMobile app
HiddenLayer AI Security Platform
Mobile app: noLakera Guard
Mobile app: noProtect AI Platform
Mobile app: noSupported platforms
HiddenLayer AI Security Platform
Lakera Guard
Protect AI Platform
Compliance
HiddenLayer AI Security Platform
Lakera Guard
Protect AI Platform
Integrations & coverage
Integrations
HiddenLayer AI Security Platform
Lakera Guard
Protect AI Platform
Industries
HiddenLayer AI Security Platform
Lakera Guard
Protect AI Platform
Regions
HiddenLayer AI Security Platform
Lakera Guard
Protect AI Platform
Vendor
Company
HiddenLayer AI Security Platform
HiddenLayerLakera Guard
LakeraProtect AI Platform
Protect AIHeadquarters
HiddenLayer AI Security Platform
Dallas, Texas, USALakera Guard
Zurich, SwitzerlandProtect AI Platform
Seattle, Washington, USACompany size
HiddenLayer AI Security Platform
201-500Lakera Guard
51-200Protect AI Platform
2-10Founded
HiddenLayer AI Security Platform
2022Lakera Guard
2021Protect AI Platform
2022