Overall Risk Scenarios
54 / 208 matchedRisk × Impact Cross-ReferenceRows = impact dimensions (IA-01–08) | Columns = risk categories (RS1–RS7) | Click a cell to apply both filters
| 1Accountability and Transparency Risk | 2Data & Model Risk | 3Privacy & Security Risk | 4Fairness and Discrimination Risk | 5Reliability and Security Risk | 6AI Interaction and Application Risk | 7Sustainability and Well-being Risk | |
|---|---|---|---|---|---|---|---|
| IA-0133Accountability | 14 | 1 | 4 | 1 | 9 | 3 | 1 |
| IA-0212Transparency | 8 | · | · | · | · | 3 | 1 |
| IA-0319Fairness & Non-discrimination | · | 1 | 1 | 14 | · | 3 | · |
| IA-0415Privacy | · | · | 15 | · | · | · | · |
| IA-0534Reliability | 1 | 10 | 3 | 1 | 1 | 18 | · |
| IA-0678(Safety and Security ) | 1 | · | 54 | 1 | · | 21 | 1 |
| IA-073Explainability | 2 | · | · | · | · | · | 1 |
| IA-0814Environmental Impact | · | · | · | · | · | · | 14 |
Active filters:RS3 Privacy & Security Risk ✕IA-06 (Safety and Security ) ✕
54 risk scenarios
Unencrypted Model Weights Leaked
Privacy & Security Risk › Model Theft & Reverse Engineering
IA-06 (Safety and Security )·System Security Vulnerabilities
Removal of Model Markers
Privacy & Security Risk › Model Theft & Reverse Engineering
IA-06 (Safety and Security )·Safety Impact of System Changes
Weight Tampering During Transmission
Privacy & Security Risk › Model Provenance Tampering
IA-06 (Safety and Security )·Safety Impact of System Changes
Model Substitution at Deployment
Privacy & Security Risk › Model Provenance Tampering
IA-06 (Safety and Security )·Safety Impact of System Changes
Hijacking of the Update Channel
Privacy & Security Risk › Model Provenance Tampering
IA-06 (Safety and Security )·Safety Impact of System Changes
Inference Interface Without Access Control
Privacy & Security Risk › Deployment Environment Security
IA-06 (Safety and Security )·System Security Vulnerabilities
Unpatched Container Image Vulnerabilities
Privacy & Security Risk › Deployment Environment Security
IA-06 (Safety and Security )·System Security Vulnerabilities
Overly Permissive Cloud Service Configuration
Privacy & Security Risk › Deployment Environment Security
IA-06 (Safety and Security )·System Security Vulnerabilities
Inference Endpoint as an Internal Pivot
Privacy & Security Risk › Deployment Environment Security
IA-06 (Safety and Security )·System Security Vulnerabilities
Multi-Tenant Isolation Failure
Privacy & Security Risk › Deployment Environment Security
IA-06 (Safety and Security )·System Security Vulnerabilities
Disputes Over Authenticity and Attribution of Generated Content
Privacy & Security Risk › Unauthorized Data Use
IA-06 (Safety and Security )·System Security Vulnerabilities
Direct Prompt Injection Bypassing Safeguards
Privacy & Security Risk › Prompt Injection
IA-06 (Safety and Security )·System Security Vulnerabilities
Indirect Prompt Injection Hijacking the System
Privacy & Security Risk › Prompt Injection
IA-06 (Safety and Security )·System Security Vulnerabilities
System Instruction Disclosure
Privacy & Security Risk › Prompt Injection
IA-06 (Safety and Security )·System Security Vulnerabilities
Multi-Step Inducement Attack Chain
Privacy & Security Risk › Prompt Injection
IA-06 (Safety and Security )·System Security Vulnerabilities
Tool Invocation Manipulated by Injection
Privacy & Security Risk › Prompt Injection
IA-06 (Safety and Security )·System Security Vulnerabilities
Covert Goal Hijacking
Privacy & Security Risk › Prompt Injection
IA-06 (Safety and Security )·System Security Vulnerabilities
Multimodal Hidden Instruction Injection
Privacy & Security Risk › Prompt Injection
IA-06 (Safety and Security )·System Security Vulnerabilities
Cumulative Context Poisoning
Privacy & Security Risk › Prompt Injection
IA-06 (Safety and Security )·System Security Vulnerabilities
Retrieval Injection Hijacking Output
Privacy & Security Risk › Prompt Injection
IA-06 (Safety and Security )·System Security Vulnerabilities
Capability Theft Through Query Distillation
Privacy & Security Risk › Model Theft & Reverse Engineering
IA-06 (Safety and Security )·System Security Vulnerabilities
Side-Channel Inference of Model Information
Privacy & Security Risk › Model Theft & Reverse Engineering
IA-06 (Safety and Security )·System Security Vulnerabilities
Side-Channel Risk on Shared Computing Platforms
Privacy & Security Risk › Supply Chain Attacks
IA-06 (Safety and Security )·System Security Vulnerabilities
Residual Data in Shared Hardware Memory
Privacy & Security Risk › Deployment Environment Security
IA-06 (Safety and Security )·System Security Vulnerabilities