MLASTG — MLSec Application Security Testing Guide
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MLASVS (Standard)
MLASTG (Testing Guide)
MLASWE (Weaknesses)
ATLAS Mapping
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MLASTG — MLSec Application Security Testing Guide
MLASTG
首页
Quick Start
MLASVS (Standard)
MLASVS (Standard)
介绍
Using This Standard
Categories Overview
Control Register (Interactive)
Conformance Self-Assessment
V1: Data Security & Privacy
V1: Data Security & Privacy
概览
DATA-1: Data Provenance
DATA-2: Data Sanitization
DATA-3: Differential Privacy
DATA-4: Access Control
DATA-3a: Differential Privacy (FL)
V2: Model Security
V2: Model Security
概览
MODEL-1: Adversarial Robustness
MODEL-2: Extraction Prevention
MODEL-3: Inversion & Privacy
MODEL-4: Backdoor Detection
MODEL-5: Model Integrity
MODEL-6: RL Robustness & Safety
V3: LLM Security
V3: LLM Security
概览
LLM-1: Prompt Injection
LLM-2: Output Handling
LLM-3: Agency Control
LLM-4: Context Isolation
LLM-5: System Prompt Hardening
V4: Supply Chain
V4: Supply Chain
概览
SUPPLY-1: ML-SBOM
SUPPLY-2: Base Model Vetting
SUPPLY-3: Dependency Security
V5: Pipeline & MLOps
V5: Pipeline & MLOps
概览
PIPELINE-1: CI/CD Security
PIPELINE-2: Model Registry
PIPELINE-3: Artifact Integrity
V6: Runtime & Infrastructure
V6: Runtime & Infrastructure
概览
INFRA-1: Model Serving
INFRA-2: API Security
INFRA-3: Monitoring & Response
V7: Governance & Compliance
V7: Governance & Compliance
概览
GOV-1: Risk Governance
GOV-2: Bias & Fairness
GOV-3: Audit & Compliance
MLASTG (Testing Guide)
MLASTG (Testing Guide)
测试方法论
Testing Tools
Data Security Tests
Data Security Tests
概览
TEST-DATA-001: Provenance Verification
TEST-DATA-002: Sanitization Validation
TEST-DATA-003: Differential Privacy Audit
TEST-DATA-004: Access Control Review
TEST-DATA-005: Federated Learning Poisoning
Model Security Tests
Model Security Tests
概览
TEST-MODEL-001: Evasion Robustness
TEST-MODEL-002: Extraction Resistance
TEST-MODEL-003: Membership Inference
TEST-MODEL-004: Backdoor Detection
TEST-MODEL-005: Model Integrity
TEST-MODEL-006: RL Reward Hacking
LLM Security Tests
LLM Security Tests
概览
TEST-LLM-001: Prompt Injection
TEST-LLM-002: Output Validation
TEST-LLM-003: Jailbreak Testing
TEST-LLM-004: Multimodal Injection
Supply Chain Tests
Supply Chain Tests
概览
TEST-SUPPLY-001: ML-SBOM Audit
TEST-SUPPLY-002: Model Provenance
Pipeline Tests
Pipeline Tests
概览
TEST-PIPELINE-001: CI/CD Audit
Infrastructure Tests
Infrastructure Tests
概览
TEST-INFRA-001: Model Serving Review
TEST-INFRA-002: API Security Review
TEST-INFRA-003: Agentic Workflow Security
TEST-INFRA-004: Confidential Computing & TEE
Governance Tests
Governance Tests
概览
TEST-GOV-001: Governance Audit
TEST-GOV-002: Ethics Board & HITL
MLASWE (Weaknesses)
MLASWE (Weaknesses)
介绍
MLASWE-0001: Adversarial Perturbation
MLASWE-0002: Data Poisoning
MLASWE-0003: Model Extraction
MLASWE-0004: Model Inversion
MLASWE-0005: Membership Inference
MLASWE-0006: Prompt Injection
MLASWE-0007: Backdoor/Trojan
MLASWE-0008: Model Denial of Service
MLASWE-0009: Supply Chain Compromise
MLASWE-0010: Insecure Output Handling
MLASWE-0011: Excessive Agency
MLASWE-0012: Training Data Leakage
MLASWE-0013: Systemic Overreliance
ATLAS Mapping
ATLAS Mapping
概览
Coverage Map (Interactive)
Coverage Matrix
Gap Analysis
Coverage Dashboard
Navigator
Coverage Statistics
检查清单
检查清单
MLASTG Checklist
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