chore(ms-ai-architect): refresh KB high-bucket — 49 files [skip-docs]
KB-currency refresh (high priority, 2026-06-19) via /architect:kb-update. 49 high-prioritets governance/security/monitoring-filer re-verifisert mot Microsoft Learn (MCP) — delegert til 8 parallelle Opus-subagenter gruppert etter delt kilde, verifisert i hovedkontekst (diff-review + tester). Hovedendringer (faktuelle korreksjoner + currency): - MITRE ATLAS-IDer korrigert (supply-chain): AML.T0050 -> AML.T0018.000 (Poison AI Model); AML.T0020 = Poison Training Data; T1195 Supply Chain Compromise. Gamle IDer var utdaterte (verifisert mot MCSB v2 AI-1). - OTel-sampling presisert (distributed-tracing): adaptive sampling = klassisk App Insights SDK; OTel-distroen sampler IKKE by default (fixed-rate/ rate-limited maa konfigureres); Functions parent-based sampling er default. - MCSB v2 AI-kontroller AI-1 -> AI-7 (risk-taxonomy three-pillar, scoring- framework, rubrics, red-team, adversarial); Defender for Cloud AI threat protection + AI-SPM (GA). - AI gateway (APIM) multi-provider: Anthropic Messages API v2-tiers, Google Vertex, unified model API (preview), MCP/A2A, Foundry-integrasjon; eksakte policy-navn (llm-emit-token-metric maks 5 dims, llm-semantic-cache-*, score-threshold = avstand, MS-eks. 0.15). - Purview Enterprise AI apps inkl. Anthropic Claude (Enterprise) + ChatGPT Enterprise; Security Dashboard for AI (Agent 365-inventar, MCP-servere, tredjepartsmodeller; Security Reader minimumsrolle). - Entra Agent ID: CA-lisenskrav (Entra ID P1/P2 + Agent 365), CA-scoping per tilgangsmoenster (on-behalf-of/app-only/agent-as-user), CA-grenser, connector-permissions som API-permissions. - Copilot DLP: Block SITs in web search (GA, Performing Web Searches) + Block external email (preview) som prompt injection-vern. - Azure AI Language PII: tre feature-typer, GA-API 2026-05-01; NOIdentityNumber bekreftet dedikert kategori for norske foedselsnummer. - Foundry Tools-rename forsterket paa tvers; alle 49 Last updated -> 2026-06-19. Discovery: 500 kandidater (alle Databricks-stoey) -> kun registry-kandidater, ingen nye skills/-filer -> 389-telling uendret. validate 239 PASS, kb-integrity 115/115 (262 orphan-warnings uendret), gitleaks clean. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01REiKFhP4w6xGXXqWKpPCJJ
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# Prompt Injection Defense Patterns
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**Last updated:** 2026-02
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**Last updated:** 2026-06-19
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**Status:** GA
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**Category:** AI Security Engineering
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| | **Microsoft Purview** | Data classification and monitoring |
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| Monitoring | **Azure Monitor** | Centralized logging and alerting |
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| | **Azure Sentinel** | SIEM with threat intelligence |
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| | **Microsoft Defender for AI** | AI-specific threat detection |
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| | **Microsoft Defender for Cloud — threat protection for AI services** (GA) | Sanntids AI-trusseldeteksjon: data leakage, data poisoning, jailbreak, credential theft; Defender XDR-integrasjon for sentralisert hendelseskorrelering |
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| Red Teaming | **PyRIT** | Automated adversarial testing |
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| | **Azure AI Red Teaming Agent** | Simulate attack scenarios |
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@ -452,7 +452,7 @@ Når du diskuterer prompt injection-forsvar med kunder, still disse spørsmålen
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- Azure AI Content Safety: [Overview](https://learn.microsoft.com/en-us/azure/ai-services/content-safety/overview)
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- Azure AI Foundry: [Safety Evaluations](https://learn.microsoft.com/en-us/azure/ai-studio/how-to/develop/flow-evaluate-sdk)
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- PyRIT: [Azure AI Red Teaming Tool](https://azure.github.io/PyRIT/)
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- Microsoft Defender for AI: [Threat Protection](https://learn.microsoft.com/en-us/azure/defender-for-cloud/ai-threat-protection)
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- Microsoft Defender for Cloud — threat protection for AI services (GA): [Threat Protection](https://learn.microsoft.com/en-us/azure/defender-for-cloud/ai-threat-protection)
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**Industry Standards:**
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- [OWASP Top 10 for LLM Applications](https://genai.owasp.org/llm-top-10/) - LLM01: Prompt Injection
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- 9 unique source URLs from Microsoft Learn
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- Coverage: Prompt Shields, Security Benchmark (AI-2, AI-3), LLM Security Planning, Content Filtering
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**Last verified:** 2026-02-05
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**Last verified:** 2026-06-19
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**API Version:** Azure AI Content Safety 2024-09-01 (GA)
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