diff --git a/Document/content/2.1.1_Architectural_Mapping_of_OWASP_Threats.md b/Document/content/2.1.1_Architectural_Mapping_of_OWASP_Threats.md
index b89184c..c09a43f 100644
--- a/Document/content/2.1.1_Architectural_Mapping_of_OWASP_Threats.md
+++ b/Document/content/2.1.1_Architectural_Mapping_of_OWASP_Threats.md
@@ -195,23 +195,23 @@ Given the above results, the following is a table with the 20 initial threats we
 
 | Threat ID (Threat Model Reference) | OWASP Threat Name | Short Name | Source | \[URL | Test Name |
 | ----- | ----- | ----- | ----- | ----- | ----- |
-| T01-DPIJ  | Prompt Injection | LLM01 | OWASP Top 10 2025 | [link](https://genai.owasp.org/llmrisk/llm01-prompt-injection/) | Testing for Prompt Injection (T-PJ) |
-| T01-IDPIJ | Indirect Prompt Injection | LLM01 | OWASP Top 10 2025 | [link](https://genai.owasp.org/llmrisk/llm01-prompt-injection/) | Testing for Indirect Prompt Injection (T-IPJ) |
+| T01-DPIJ  | Prompt Injection | LLM01 | OWASP Top 10 LLM 2025 | [link](https://genai.owasp.org/llmrisk/llm01-prompt-injection/) | Testing for Prompt Injection (T-PJ) |
+| T01-IDPIJ | Indirect Prompt Injection | LLM01 | OWASP Top 10 LLM 2025 | [link](https://genai.owasp.org/llmrisk/llm01-prompt-injection/) | Testing for Indirect Prompt Injection (T-IPJ) |
 | T01-AIE | Adversarial Input (Evasion) | Threat 2.1 | OWASP AI Exchange | [link](https://owaspai.org/docs/2_threats_through_use/#21-evasion) | Testing for Evasion Attacks (T-EA) |
-| T01-RMP  | Runtime Model Poisoning | LLM04 | OWASP Top 10 2025 | [link](https://genai.owasp.org/llmrisk/llm042025-data-and-model-poisoning/) | Testing for Runtime Model Poisoning (T-RMP) |
-| T01-DMP | Model Poisoning | LLM04 | OWASP Top 10 2025 | [link](https://genai.owasp.org/llmrisk/llm042025-data-and-model-poisoning/) | Testing for Poisoned Training Sets (T-PTS) |
-| T01-DPFT  | Data Poisoning during Fine Tuning | LLM04 | OWASP Top 10 2025 | [link](https://genai.owasp.org/llmrisk/llm042025-data-and-model-poisoning/) | Testing for Fine Tuning Poisoning (T-FTP) |
-| T01-SCMP | Supply Chain Model Poisoning | LLM03 | OWASP Top 10 2025 | [link](https://genai.owasp.org/llmrisk/llm032025-supply-chain/) | Testing for Supply Chain Tampering (T-SPT) |
-| T01-SID | Sensitive Information Disclosure | LLM02 | OWASP Top 10 2025 | [link](https://genai.owasp.org/llmrisk/llm022025-sensitive-information-disclosure/) | Testing for Sensitive Data Leak (T-SDL) |
+| T01-RMP  | Runtime Model Poisoning | LLM04 | OWASP Top 10 LLM 2025 | [link](https://genai.owasp.org/llmrisk/llm042025-data-and-model-poisoning/) | Testing for Runtime Model Poisoning (T-RMP) |
+| T01-DMP | Model Poisoning | LLM04 | OWASP Top 10 LLM 2025 | [link](https://genai.owasp.org/llmrisk/llm042025-data-and-model-poisoning/) | Testing for Poisoned Training Sets (T-PTS) |
+| T01-DPFT  | Data Poisoning during Fine Tuning | LLM04 | OWASP Top 10 LLM 2025 | [link](https://genai.owasp.org/llmrisk/llm042025-data-and-model-poisoning/) | Testing for Fine Tuning Poisoning (T-FTP) |
+| T01-SCMP | Supply Chain Model Poisoning | LLM03 | OWASP Top 10 LLM 2025 | [link](https://genai.owasp.org/llmrisk/llm032025-supply-chain/) | Testing for Supply Chain Tampering (T-SPT) |
+| T01-SID | Sensitive Information Disclosure | LLM02 | OWASP Top 10 LLM 2025 | [link](https://genai.owasp.org/llmrisk/llm022025-sensitive-information-disclosure/) | Testing for Sensitive Data Leak (T-SDL) |
 | T01-MIMI  | Model Inversion & Membership Inference | Threat 2.3.2 | OWASP AI Exchange | [link](https://owaspai.org/docs/2_threats_through_use/#24-training-set-membership-inference) | Testing for Membership Inference (T-MI) |
 | T01-TDL  | Training Data Leakage | Threat 3.2 | OWASP AI Exchange | [link](https://owaspai.org/docs/2_threats_through_use/#25-training-data-leakage) | Testing for Training Data Exposure (T-TDE) |
 | T01-MTU  | Model Theft Through Use | Threat 2.4 | OWASP AI Exchange | [link](https://owaspai.org/docs/2_threats_through_use/#23-model-reversal) | Testing for Model Extraction (T-ME) |
 | T01-MTR  | Direct Model Theft at Runtime | Threat 4.3 | OWASP AI Exchange | [link](https://owaspai.org/docs/2_threats_through_use/#22-model-exfiltration) | Testing for Runtime Exfiltration (T-REF) |
 | T01-MTDD | Model Theft during Development | Threat 3.2.2 | OWASP AI Exchange | [link](https://owaspai.org/docs/2_threats_through_use/#22-model-exfiltration) | Testing for Dev-Time Model Theft (T-DMT) |
-| T01-DoSM | Denial of Model Services / Unbounded Consumption | LLM10 | OWASP Top 10 2025 | [link](https://genai.owasp.org/llmrisk/llm102025-unbounded-consumption/) | Testing for Resource Exhaustion (T-RE) |
-| T01-LSID | Leak Sensitive Input Data | LLM02 | OWASP Top 10 2025 | [link](https://genai.owasp.org/llmrisk/llm022025-sensitive-information-disclosure/) | Testing for Input Leakage (T-IL) |
-| T01-IOH | Improper Output Handling | LLM05 | OWASP Top 10 2025 | [link](https://genai.owasp.org/llmrisk/llm052025-improper-output-handling/) | Testing for Unsafe Outputs (T-UO) |
-| T01-EA | Excessive Agency | LLM06 | OWASP Top 10 2025 | [link](https://genai.owasp.org/llmrisk/llm062025-excessive-agency/) | Testing for Agentic Behavior Limits (T-ABL) |
-| T01-SPL | System Prompt Leakage | LLM07 | OWASP Top 10 2025 | [link](https://genai.owasp.org/llmrisk/llm072025-system-prompt-leakage/) | Testing for System Prompt Leakage (T-SPL) |
+| T01-DoSM | Denial of Model Services / Unbounded Consumption | LLM10 | OWASP Top 10 LLM 2025 | [link](https://genai.owasp.org/llmrisk/llm102025-unbounded-consumption/) | Testing for Resource Exhaustion (T-RE) |
+| T01-LSID | Leak Sensitive Input Data | LLM02 | OWASP Top 10 LLM 2025 | [link](https://genai.owasp.org/llmrisk/llm022025-sensitive-information-disclosure/) | Testing for Input Leakage (T-IL) |
+| T01-IOH | Improper Output Handling | LLM05 | OWASP Top 10 LLM 2025 | [link](https://genai.owasp.org/llmrisk/llm052025-improper-output-handling/) | Testing for Unsafe Outputs (T-UO) |
+| T01-EA | Excessive Agency | LLM06 | OWASP Top 10 LLM 2025 | [link](https://genai.owasp.org/llmrisk/llm062025-excessive-agency/) | Testing for Agentic Behavior Limits (T-ABL) |
+| T01-SPL | System Prompt Leakage | LLM07 | OWASP Top 10 LLM 2025 | [link](https://genai.owasp.org/llmrisk/llm072025-system-prompt-leakage/) | Testing for System Prompt Leakage (T-SPL) |
 | T01-VEW | Vector & Embedding Weaknesses | LLM08 | OWASP Top 10 LLM 2025 | [link](https://genai.owasp.org/llmrisk/llm082025-vector-and-embedding-weaknesses/) | Testing for Embedding Manipulation (T-EMA) |
-| T01-MIS | Misinformation | LLM09 | OWASP Top 10 2025 | [link](https://genai.owasp.org/llmrisk/llm092025-misinformation/) | Testing for Harmful Content Bias (T-HCB) |
+| T01-MIS | Misinformation | LLM09 | OWASP Top 10 LLM 2025 | [link](https://genai.owasp.org/llmrisk/llm092025-misinformation/) | Testing for Harmful Content Bias (T-HCB) |