📄 Description (English)
Dependency on vulnerable third-party component in GitHub Repo: zero-shot-scfoundation allows an unauthorized attacker to execute code over a network.
🤖 AI Executive Summary
CVE-2026-23654 is a high-severity remote code execution vulnerability (CVSS 8.8) in Microsoft's zero-shot-scfoundation component caused by a vulnerable third-party dependency. An unauthenticated attacker can execute arbitrary code over the network without authentication. A patch is available and should be deployed immediately to prevent exploitation.
📄 Description (Arabic)
🤖 AI Intelligence Analysis Analyzed: Apr 22, 2026 18:42
🇸🇦 Saudi Arabia Impact Assessment
This vulnerability poses significant risk to Saudi organizations using Microsoft development frameworks and AI/ML platforms. Most critical impact on: (1) Banking sector (SAMA-regulated institutions) using zero-shot-scfoundation for fraud detection or customer analytics; (2) Government agencies (NCA oversight) deploying this component in digital transformation initiatives; (3) Telecommunications (STC, Mobily) using it for network optimization; (4) Healthcare institutions processing sensitive patient data; (5) Energy sector (ARAMCO, SEC) using it in operational technology environments. The RCE nature allows complete system compromise and lateral movement within critical infrastructure.
🏢 Affected Saudi Sectors
Banking and Financial Services
Government and Public Administration
Healthcare and Medical Services
Energy and Utilities
Telecommunications
Technology and Software Development
Defense and Security
🎯 MITRE ATT&CK Techniques
⚖️ Saudi Risk Score (AI)
8.5
/ 10.0
🔧 Remediation Steps (English)
IMMEDIATE ACTIONS:
1. Inventory all systems running Microsoft zero-shot-scfoundation across your organization
2. Isolate affected systems from production networks if patching cannot be completed within 24 hours
3. Review network logs for suspicious outbound connections from affected systems
PATCHING GUIDANCE:
1. Apply the latest Microsoft security patch for zero-shot-scfoundation immediately
2. Update all dependent third-party components to their latest secure versions
3. Validate patch installation and restart affected services
4. Test functionality in staging environment before production deployment
COMPENSATING CONTROLS (if immediate patching not possible):
1. Implement network segmentation to restrict outbound connections from systems running this component
2. Deploy Web Application Firewall (WAF) rules to block suspicious payloads
3. Enable enhanced logging and monitoring on affected systems
4. Restrict network access to zero-shot-scfoundation services to authorized IPs only
DETECTION RULES:
1. Monitor for unexpected child processes spawned from Microsoft framework processes
2. Alert on outbound network connections from zero-shot-scfoundation services to non-whitelisted destinations
3. Track file modifications in application directories
4. Monitor for unusual CPU/memory spikes indicating code execution
5. Implement YARA rules for known exploit payloads targeting this CVE
🔧 خطوات المعالجة (العربية)
الإجراءات الفورية:
1. قم بحصر جميع الأنظمة التي تستخدم Microsoft zero-shot-scfoundation في مؤسستك
2. عزل الأنظمة المتأثرة عن شبكات الإنتاج إذا لم يكن يمكن إصلاحها خلال 24 ساعة
3. راجع سجلات الشبكة للاتصالات الخارجية المريبة من الأنظمة المتأثرة
إرشادات التصحيح:
1. طبق أحدث تصحيح أمان Microsoft لـ zero-shot-scfoundation فوراً
2. حدّث جميع مكونات الطرف الثالث التابعة إلى أحدث إصداراتها الآمنة
3. تحقق من تثبيت التصحيح وأعد تشغيل الخدمات المتأثرة
4. اختبر الوظائف في بيئة التجريب قبل نشرها في الإنتاج
الضوابط البديلة (إذا لم يكن الإصلاح الفوري ممكناً):
1. طبق تقسيم الشبكة لتقييد الاتصالات الخارجية من الأنظمة التي تستخدم هذا المكون
2. نشر قواعد جدار الحماية لحجب الحمولات المريبة
3. تفعيل السجلات والمراقبة المحسّنة على الأنظمة المتأثرة
4. قيّد الوصول إلى خدمات zero-shot-scfoundation للعناوين المصرح بها فقط
قواعد الكشف:
1. راقب العمليات الفرعية غير المتوقعة التي تنشأ من عمليات Microsoft Framework
2. تنبيهات الاتصالات الخارجية من خدمات zero-shot-scfoundation إلى وجهات غير موثوقة
3. تتبع تعديلات الملفات في مجلدات التطبيقات
4. راقب ارتفاعات CPU/الذاكرة غير العادية التي تشير إلى تنفيذ الأوامر
5. طبق قواعد YARA للحمولات المعروفة التي تستهدف هذه الثغرة
📋 Regulatory Compliance Mapping
🟢 NCA ECC 2024
ECC 2024 A.12.6.1 - Management of technical vulnerabilities
ECC 2024 A.14.2.1 - Secure development policy
ECC 2024 A.12.3.1 - Configuration management
ECC 2024 A.12.4.1 - Event logging
🔵 SAMA CSF
SAMA CSF ID.RA-1 - Asset Management and Inventory
SAMA CSF PR.IP-12 - Software Development and Quality Assurance
SAMA CSF DE.CM-1 - Detection and Analysis
SAMA CSF RS.MI-2 - Incident Response and Recovery
🟡 ISO 27001:2022
ISO 27001:2022 A.12.2.1 - Monitoring and management of third-party services
ISO 27001:2022 A.14.2.1 - Secure development policy and procedures
ISO 27001:2022 A.12.6.1 - Management of technical vulnerabilities
ISO 27001:2022 A.8.1.3 - Segregation of duties
🟣 PCI DSS v4.0
PCI DSS 6.2 - Ensure security patches are installed within defined timeframe
PCI DSS 6.3.1 - Identify and assess vulnerabilities
PCI DSS 11.2 - Run automated vulnerability scanning tools
📦 Affected Products / CPE 1 entries
microsoft:zero-shot-scfoundation