Lakera Guard
Shares tags: trust, security & compliance, safety, guardrail escapes
AI Tool
Secure Your AI Models with Protect AI ModelScan
The ultimate tool for scanning and safeguarding machine learning models against adversarial threats.
Comprehensive scanning for a wide range of model formats including H5, Pickle, and SavedModel.Fast and safe scans without executing model code, ensuring your environment remains secure.Tailored scanning capabilities with configurable settings to meet organizational compliance needs.
Tags
Trust, Security & ComplianceSafetyGuardrail Escapes
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overview
Overview of Protect AI ModelScan
ModelScan is an innovative open-source tool designed to enhance the security of machine learning models. By detecting unsafe code and identifying guardrail bypass attempts, it empowers organizations to secure their AI models from adversarial threats.
features
Key Features
Protect AI ModelScan is equipped with advanced features tailored for enterprise security and ML/AI engineering teams. It provides modular scanners, enabling users to customize settings that align with their organizational requirements.
- Support for multiple model formats for versatile application.
- Independent scanner operations to enhance modularity.
- Automatic detection of unsafe models throughout the lifecycle.
use_cases
Use Cases
ModelScan serves diverse needs across organizations, particularly in securing model supply chains and ensuring compliance with security standards. It helps prevent credential and data theft while detecting potential model poisoning threats.
- Securing AI model supply chains against adversarial attacks.
- Complying with security frameworks like OWASP and MITRE ATLAS.
- Enhancing model integrity during training and deployment.
Frequently Asked Questions
What types of models can ModelScan scan?
ModelScan supports various model formats, including H5, Pickle, and SavedModel, with plans for additional formats in the future.
How does ModelScan ensure a safe scanning process?
ModelScan reads file content byte by byte, avoiding the execution of model code to prevent triggering any malicious payloads.
Who should use Protect AI ModelScan?
ModelScan is ideal for enterprise security teams and ML/AI engineering professionals focused on securing their models and maintaining compliance with security standards.