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AI Model Supply Chain & Integrity Protection
AI Model Supply Chain & Integrity Protection refers to solutions designed to secure the lifecycle of artificial intelligence models.
AI Model Supply Chain & Integrity Protection refers to solutions designed to secure the lifecycle of artificial intelligence models, from development and training through deployment and maintenance. This category addresses the risks associated with the sourcing, modification, and distribution of AI models, focusing on ensuring authenticity, provenance, and resistance to tampering or unauthorized manipulation. Core capabilities include model provenance tracking, cryptographic signing, integrity verification, and monitoring for unauthorized changes or supply chain attacks. These solutions may also provide mechanisms for secure model updates, vulnerability management, and compliance with regulatory requirements related to AI systems. The technical scope often spans integration with machine learning operations (MLOps) pipelines, support for various model formats, and interoperability with existing security infrastructure. Typical users include security teams, AI/ML engineers, compliance officers, and organizations deploying or distributing AI models in sensitive or regulated environments. Their primary objectives are to prevent model poisoning, intellectual property theft, and supply chain compromise, which are not fully addressed by general software supply chain security or traditional endpoint protection. Unlike broader software supply chain security, this category is specialized for the unique risks and workflows associated with AI models. Cyberin provides a platform for discovering and comparing AI Model Supply Chain & Integrity Protection solutions.
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Products
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Integrations, Compliance & Governance, Key capabilities, Deployment Stage Coverage +4 more Show ↓
Vendor
All Protect AI HiddenLayer Microsoft Amazon Web Services Robust Intelligence CalypsoAI Weights & Biases Hugging Face + 16 more
Integrations
All GitHub AWS Azure Kubernetes Google Cloud Databricks Hugging Face
Compliance & Governance
All Audit Trails Access Controls Policy Management Lineage Tracking Approval Workflows Risk Assessment Compliance Reporting
Key capabilities
All Policy Enforcement Compliance Vulnerability Scanning Governance Risk Management Policy Management Monitoring Guardrails
Deployment Stage Coverage
All Deployment Runtime Pre-Deployment Development Post-Deployment
Supply Chain Scope
All Model Data Code Runtime Containers Dependencies Infrastructure
Integrity Features
All Provenance Metadata Policy Enforcement Checksums Tamper Detection Threat Detection Risk Assessment Vulnerability Scanning Malware Scanning
Supported Environments
All Cloud Hybrid On-Premises Edge
Delivery Model
All Self-Managed SaaS Managed Cloud
30 products
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SAS Model Manager
SAS
Policy EnforcementCodeDeployment
DataRobot MLOps
DataRobot
Policy EnforcementCodeDeployment
H2O MLOps
H2O.ai
Policy EnforcementCodeDeployment
Arthur Shield
Arthur
Policy EnforcementDataDeployment
WhyLabs AI Observatory
WhyLabs
Policy EnforcementDataDeployment
ModelOp Center
ModelOp
Policy EnforcementCodeDeployment
Securiti AI Security And Governance
Securiti
Policy EnforcementCodeDeployment
Credo AI Governance Platform
Credo AI
Policy EnforcementCodeDeployment
Azure Confidential Computing
Microsoft
AttestationContainersDeployment
AWS Nitro Enclaves
Amazon Web Services
AttestationContainersDeployment
Snowpark Model Registry
Snowflake
ChecksumsCodeDeployment
Intel Trust Authority
AttestationContainersDeployment
Google Cloud Confidential Computing
Google Cloud
AttestationContainersDeployment
Seldon Deploy
Seldon
ChecksumsCodeDeployment
Domino Model Registry
Domino Data Lab
ChecksumsCodeDeployment
watsonx.governance
IBM
Policy EnforcementCodeDeployment
JFrog ML Model Management
JFrog
Malware ScanningContainersDeployment
Vertex AI Model Registry
Google Cloud
ChecksumsCodeDeployment
Weights & Biases Model Registry
Weights & Biases
ChecksumsCodeDeployment
Artifacts
Weights & Biases
ChecksumsCodeDeployment
AWS SageMaker Model Cards
Amazon Web Services
Policy EnforcementCodeDeployment
CalypsoAI VESPR Evaluate
CalypsoAI
Malware ScanningContainersDeployment
Databricks Unity Catalog
Databricks
ChecksumsCodeDeployment
Robust Intelligence AI Firewall
Robust Intelligence
Policy EnforcementDataDeployment
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