Question 1

What is this vulnerability? (Essence + Consequences)

Accepted Answer

🚨 **Essence**: A critical authorization flaw in **Microsoft Azure Machine Learning**.
💥 **Consequences**: Improper authorization logic leads to **Privilege Escalation**.…

Question 2

Root Cause? (CWE/Flaw)

Accepted Answer

🛡️ **Root Cause**: **CWE-285** (Improper Authorization).
⚠️ **Flaw**: The system fails to correctly verify user permissions before granting access.…

Question 3

Who is affected? (Versions/Components)

Accepted Answer

🏢 **Affected Vendor**: **Microsoft**.
📦 **Product**: **Azure Machine Learning**.
📅 **Published**: July 18, 2025.…

Question 4

What can hackers do? (Privileges/Data)

Accepted Answer

🔓 **Hackers' Power**:
1. **Privilege Escalation**: Move from low-privilege user to admin/root level.
2. **Data Access**: Full read/write access to sensitive ML models and datasets.
3.…

Question 5

Is exploitation threshold high? (Auth/Config)

Accepted Answer

⚖️ **Exploitation Threshold**: **Low**.
🔑 **Auth Required**: Yes (**PR:L** - Privileges Required: Low).
🖱️ **User Interaction**: None (**UI:N**).
🌐 **Network**: Remote (**AV:N**).…

Question 6

Is there a public Exp? (PoC/Wild Exploitation)

Accepted Answer

🕵️ **Public Exploit**: **No**.
📂 **PoC Status**: The `pocs` field is empty.
🌍 **Wild Exploitation**: Currently unknown. No public proof-of-concept code is available yet.

Question 7

How to self-check? (Features/Scanning)

Accepted Answer

🔍 **Self-Check**:
1. Review **Azure ML workspace permissions**.
2. Audit **Role-Based Access Control (RBAC)** assignments.
3. Look for **anomalous privilege changes** in audit logs.
4.…

Question 8

Is it fixed officially? (Patch/Mitigation)

Accepted Answer

🩹 **Official Fix**: **Yes**.
📝 **Reference**: Microsoft Security Response Center (MSRC) Advisory.
🔗 **Link**: [MSRC Update Guide](https://msrc.microsoft.com/update-guide/vulnerability/CVE-2025-49746).…

Question 9

What if no patch? (Workaround)

Accepted Answer

🚧 **No Patch Workaround**:
1. **Restrict Access**: Limit network access to Azure ML endpoints.
2. **Least Privilege**: Enforce strict RBAC; remove unnecessary admin rights.
3.…

Question 10

Is it urgent? (Priority Suggestion)

Accepted Answer

🔥 **Urgency**: **CRITICAL**.
📊 **CVSS Score**: High (Vector indicates High Impact).
⚡ **Priority**: **Immediate Action Required**.…

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CVE-2025-49746 — AI Deep Analysis Summary

Q1What is this vulnerability? (Essence + Consequences)

Q2Root Cause? (CWE/Flaw)

Q3Who is affected? (Versions/Components)

Q4What can hackers do? (Privileges/Data)

Q5Is exploitation threshold high? (Auth/Config)

Q6Is there a public Exp? (PoC/Wild Exploitation)

Q7How to self-check? (Features/Scanning)

Q8Is it fixed officially? (Patch/Mitigation)

Q9What if no patch? (Workaround)

Q10Is it urgent? (Priority Suggestion)

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