اكتشاف التهديدات الذكي
اكتشف التهديدات المتطورة والمتغيرة بتحليل سلوكي مدفوع بالذكاء الاصطناعي يتجاوز الدفاعات التقليدية القائمة على التوقيعات.
اكتشف ما تفوته الأدوات التقليدية
يتحايل المهاجمون الحديثون بشكل روتيني على الاكتشاف القائم على التوقيعات. تنشر CODE3 اكتشاف تهديدات ذكي مدعوم بالتعلم الآلي والتحليلات السلوكية، مما يحدد الشذوذ والأنماط المشبوهة عبر بيئتك التي تفوتها الأدوات التقليدية — للكشف عن التهديدات الجديدة والمتطورة قبل تصاعدها.
Threat Detection Assessment & Security Event Correlation
Individual events can appear harmless when viewed independently. Correlation adds context.
Evaluate your current security visibility and determine whether your existing tools are detecting the threats that matter to your organization.
- Endpoint, identity & network telemetry
- Firewall, email & cloud activity
- Existing detection rules & alert quality
- Investigation workflows
Connect related events across users, devices, applications and infrastructure to create more meaningful security signals.
- Users, devices & IP addresses
- Applications & network connections
- Authentication & endpoint activity
- Email events & cloud resources
Microsoft Sentinel's Fusion detection capability correlates multiple lower-fidelity alerts and events across products to identify potentially advanced multistage attacks.
User & Entity Behavior Analytics (UEBA) & Anomaly Detection
Detection thresholds should be tuned to the organization’s environment to reduce unnecessary alert volume.
Identify unusual behavior by comparing current activity with established patterns for users and other entities.
- Users, hosts & IP addresses
- Applications, devices & service accounts
- Peer-group behavior & historical activity
Identify activity that deviates from established patterns and requires further investigation.
- Login & authentication patterns
- Network & endpoint activity
- Administrative actions & geographic changes
- Cloud & application behavior
Microsoft Sentinel UEBA uses machine learning to create dynamic behavioral profiles and detect anomalies based on historical activity, peer-group behavior and other contextual signals.
Threat Intelligence Integration & Detection Rule Engineering
Generic security rules may not provide sufficient coverage for every organization.
Use current threat intelligence to add context to security events and identify known indicators associated with malicious activity.
- IP addresses, domains & URLs
- File hashes & malware indicators
- Threat actor infrastructure
- Attack techniques & campaign information
Create and optimize detection rules based on the threats, technologies and business risks relevant to your environment.
- Suspicious authentication & privilege escalation
- Account compromise & malware activity
- Suspicious PowerShell & lateral movement
- Data access anomalies & cloud activity
Microsoft Sentinel can use threat indicators in analytics rules to compare imported indicators against events from connected data sources and generate alerts when relevant matches occur.
Advanced Threat Hunting & Identity Threat Detection
Identity signals can become significantly more useful when correlated with endpoint, network and application activity.
Proactively search security telemetry for suspicious activity that may not yet have generated a conventional alert.
- Suspicious processes & command-line activity
- Persistence indicators & lateral movement
- Suspicious network connections
- Known threat intelligence & attack techniques
Detect suspicious identity activity that could indicate credential compromise or unauthorized access.
- Unusual login locations & new device authentication
- Repeated authentication failures
- Privilege changes & unusual admin activity
- Service-account anomalies
Microsoft Defender Advanced Hunting allows security teams to query security data across supported Defender sources and use hunting queries to investigate known and potential threats.
Endpoint & Network Threat Detection
Where supported, network events can be correlated with endpoint and identity information for broader investigation context.
Analyze endpoint telemetry for suspicious processes, behaviors and indicators associated with potential threats.
- Suspicious processes & script execution
- Persistence activity & process relationships
- Suspicious network connections
- Credential-related activity
Identify unusual network activity and suspicious communication patterns across your infrastructure.
- Unusual outbound & inbound traffic
- Port scanning & network reconnaissance
- Abnormal DNS & command-and-control indicators
- Unusual VPN activity
Cloud & Microsoft 365 Threat Detection
Cloud environments introduce new identities, applications, APIs and administrative operations.
Monitor cloud activity for suspicious authentication, configuration and resource behavior.
- Privileged role changes & unusual API activity
- Suspicious resource & configuration changes
- Unusual geographic access
- Identity anomalies
Improve detection across Microsoft 365 identities, email, applications and cloud activity.
- Exchange Online & Microsoft Entra ID
- Microsoft Teams, SharePoint & OneDrive
- Microsoft Defender & Intune
- Microsoft Purview
Email & Privileged Activity Detection
This complements CODE3’s PAM & PIM services by adding detection and investigation around privileged activity.
Identify suspicious email behavior and indicators that may contribute to phishing, account compromise or malware incidents.
- Suspicious senders & malicious links/attachments
- Phishing indicators
- Unusual mailbox activity & forwarding rules
- Abnormal authentication
Monitor high-impact administrative activity and identify changes that may require security investigation.
- New administrator assignments
- Privileged role activation & security-policy changes
- Administrative login anomalies
- Suspicious service-account activity
Ransomware, Insider Risk, Lateral Movement & Suspicious Tool Use
Attackers frequently abuse legitimate tools rather than relying exclusively on custom malware.
Improve visibility into behavioral indicators associated with ransomware and malware activity, rather than relying solely on known signatures.
- Abnormal & mass file activity
- Suspicious processes & script execution
- Credential theft indicators
Identify unusual data-access behavior that may require security investigation, working alongside DLP and identity-governance controls.
- Unusual access to sensitive resources
- Abnormal download patterns
- Suspicious data movement
Identify suspicious movement between systems, accounts and network resources as attackers try to expand from an initial compromise.
- Unusual authentication between systems
- Suspicious RDP & SMB-related activity
- New administrative relationships
Identify potentially suspicious use of legitimate administrative utilities and scripting tools.
- PowerShell & command shells
- Remote administration tools
- Scripting engines & system utilities
Detection Signals Across Your Security Environment
A strong detection strategy should not depend on one data source.
Suspicious login, privilege escalation and account compromise.
- Microsoft Entra ID & Active Directory
- Authentication systems & privileged identities
- Abnormal authentication & new admin activity
Malware behavior, suspicious scripting and persistence.
- Windows devices, servers & laptops
- Endpoint security platforms
- Unusual process execution & credential activity
Command-and-control indicators and reconnaissance.
- Firewalls, routers & switches
- VPN & DNS
- Suspicious outbound traffic & lateral movement
Unusual API activity and privilege changes.
- Azure & Microsoft 365
- Cloud applications & infrastructure
- Suspicious cloud access & configuration changes
Phishing and mailbox compromise.
- Email security & Exchange Online
- Phishing indicators
- Malicious attachments & suspicious links
Abnormal access and suspicious data movement.
- Business applications & SaaS platforms
- Authentication systems
- Sensitive-data activity & unusual downloads
Intelligent Threat Detection With Microsoft Sentinel & Defender
The actual architecture should be based on your data sources, security requirements and licensing.
Microsoft Sentinel provides cloud-native SIEM capabilities supporting security analytics, threat intelligence, advanced threat detection, hunting and response workflows, while Advanced Hunting allows analysts to query security data and build detection logic using Kusto Query Language.
Detection Engineering
Intelligent threat detection is not simply about enabling more rules — quality depends on whether rules reflect the organization’s actual environment. Threat detection also supports the visibility and continuous verification principles behind a Zero Trust architecture, though it remains one component rather than a replacement for identity, access, device, network and data controls.
Which systems and data would have the greatest business impact?
Which users, devices, applications and services are exposed?
Which threats are already detected by your endpoint, firewall, email and cloud tools?
Which data sources are available for investigation?
Which known indicators and attack patterns are relevant?
What constitutes normal behavior for users, devices and applications?
Reduce Security Alert Noise
More alerts do not necessarily mean better security. Poorly tuned detection rules can create excessive false positives, causing security teams to spend time investigating low-value events.
Microsoft notes that some potentially malicious activity can resemble normal behavior and that advanced hunting can help analysts inspect subtle artifacts and reduce uncertainty during investigation.
Threat Detection vs SIEM vs SOC vs MDR
Intelligent Threat Detection can operate within or alongside SIEM, SOC, MDR, EDR and threat-intelligence capabilities. Threat detection identifies suspicious activity through configured analytics and behavioral analysis; threat hunting proactively searches telemetry for activity that hasn’t yet generated an alert — a mature security operation uses both.
A proven approach to delivering technology excellence
From initial consultation to ongoing support — every solution is strategically designed, seamlessly implemented, and continuously optimized.
Security Visibility Assessment
We identify available security telemetry across endpoints, identities, networks, cloud services, email and applications.
Threat & Risk Mapping
We identify the threats and attack scenarios most relevant to your environment.
Data Source Planning
We determine which logs, alerts and telemetry should feed the detection environment.
Detection Strategy & Rule Configuration
We define relevant detection use cases and configure supported analytics rules, behavioral detections, threat intelligence and correlation logic.
Pilot & Validation
Detection scenarios are tested against expected behavior and available telemetry.
Tuning
Rules are refined to improve signal quality and reduce unnecessary alert volume.
Threat Hunting
Security teams can proactively investigate suspicious patterns using available security telemetry.
Continuous Improvement
Detection coverage evolves as infrastructure, applications, attack techniques and business risks change.
Security Visibility Assessment
We identify available security telemetry across endpoints, identities, networks, cloud services, email and applications.
Threat & Risk Mapping
We identify the threats and attack scenarios most relevant to your environment.
Data Source Planning
We determine which logs, alerts and telemetry should feed the detection environment.
Detection Strategy & Rule Configuration
We define relevant detection use cases and configure supported analytics rules, behavioral detections, threat intelligence and correlation logic.
Pilot & Validation
Detection scenarios are tested against expected behavior and available telemetry.
Tuning
Rules are refined to improve signal quality and reduce unnecessary alert volume.
Threat Hunting
Security teams can proactively investigate suspicious patterns using available security telemetry.
Continuous Improvement
Detection coverage evolves as infrastructure, applications, attack techniques and business risks change.
Ready to kick off your next project with us?
Start Your ProjectThreat Detection for SMBs, Enterprises & Remote Workforces
The implementation can be scaled according to the organization’s technology environment and security requirements.
A practical detection strategy for organizations with a broader attack surface but not necessarily a large internal security team.
- Identity & Microsoft 365
- Endpoints & firewall
- Email & cloud
Detection use cases organized around business units, technologies, threat scenarios and security priorities.
- Multi-site & hybrid cloud infrastructure
- Active Directory & Azure
- Privileged identities & critical applications
Signals that become more useful when correlated rather than investigated individually.
- Remote authentication & new device access
- Unusual geographic activity & VPN events
- Cloud access & privileged access
When Should You Consider Intelligent Threat Detection?
Any one of these is a reasonable trigger for a conversation.
تحليل سلوكي. اكتشاف مبكر.
تحديد التهديدات بناءً على ما تفعله، وليس فقط شكلها.
تحليلات سلوكية
اكتشاف قائم على سلوك المستخدم والنظام الشاذ، للكشف عن التهديدات التي تتحايل على الأدوات القائمة على التوقيعات.
اكتشاف بالتعلم الآلي
نماذج تتحسن باستمرار ومدربة للتعرف على أنماط الهجوم المتطورة.
إيجابيات كاذبة أقل
اكتشاف واعٍ بالسياق يميز التهديدات الحقيقية عن النشاط غير المعتاد لكن المشروع.
رؤية عبر البيئات
اكتشاف يمتد عبر نقاط النهاية، والشبكة، والسحابة لتغطية شاملة.
هل تريد معرفة كيف يمكننا دعم عملك؟
تحدث مع خبرائنالماذا تعمل مع فريقنا
نشر وضبط بواسطة محللين يفهمون بيئتك.
إنشاء خط أساس
بناء نموذج دقيق للنشاط الطبيعي في بيئتك لاكتشاف الشذوذ الحقيقي.
ضبط نموذج مستمر
تحسين مستمر للحفاظ على دقة الاكتشاف مع تطور بيئتك.
تنبيهات جاهزة للمحلل
اكتشافات تُقدم مع سياق يسرّع التحقيق والاستجابة.
التكامل مع الأدوات الحالية
قدرة اكتشاف مدمجة في مكدس الأمان الحالي لديك بدلاً من العمل بمعزل عنه.
استفسار سريع
احصل على مكالمة من فريقنا خلال دقيقة واحدة.
موثوق به من قبل شركاء تقنيين رائدين
We implement threat detection using established cybersecurity monitoring technology.




هل تهتم بالشراكة مع CODE3؟
كن شريكًا لناExcellent IT service and support! The team at CODE3 provides reliable solutions with quick response times.
Good customer service
Got IT AMC support for my office, covering desktops, laptops, printers, and network issues. The team was helpful in troubleshooting problems, maintaining the systems, and keeping things running smoothly. Good response and practical support whenever needed.
Installed an Epson portable projector for our classroom, and it works really well for teaching and presentations. The display is clear, and setting it up is easy. It makes showing lessons and videos to students much more convenient. Happy with the service.
Purchased the Logitech Rally Plus and Yealink MeetingBar A40 for our meeting rooms. The audio and video quality are excellent, and everything works smoothly. Special thanks to Ebin Ashok for the support and guidance throughout the process.
Excellent IT service and support! The team at CODE3 provides reliable solutions with quick response times.
Good customer service
Got IT AMC support for my office, covering desktops, laptops, printers, and network issues. The team was helpful in troubleshooting problems, maintaining the systems, and keeping things running smoothly. Good response and practical support whenever needed.
Installed an Epson portable projector for our classroom, and it works really well for teaching and presentations. The display is clear, and setting it up is easy. It makes showing lessons and videos to students much more convenient. Happy with the service.
Purchased the Logitech Rally Plus and Yealink MeetingBar A40 for our meeting rooms. The audio and video quality are excellent, and everything works smoothly. Special thanks to Ebin Ashok for the support and guidance throughout the process.
Excellent IT service and support! The team at CODE3 provides reliable solutions with quick response times.
Good customer service
Got IT AMC support for my office, covering desktops, laptops, printers, and network issues. The team was helpful in troubleshooting problems, maintaining the systems, and keeping things running smoothly. Good response and practical support whenever needed.
Installed an Epson portable projector for our classroom, and it works really well for teaching and presentations. The display is clear, and setting it up is easy. It makes showing lessons and videos to students much more convenient. Happy with the service.
Purchased the Logitech Rally Plus and Yealink MeetingBar A40 for our meeting rooms. The audio and video quality are excellent, and everything works smoothly. Special thanks to Ebin Ashok for the support and guidance throughout the process.
هل أنت مستعد لتجربة نفس مستوى الخدمة؟
كن قصة نجاحنا القادمةExplore More in Cyber Security
Industries We Serve
IT infrastructure and support built for the day-to-day needs of modern corporate workplaces.
Secure, compliant technology solutions aligned with government standards and public sector requirements.
Reliable IT and security infrastructure that protects patient data and keeps critical systems running.
Connected campus technology that supports digital learning, from classrooms to administration.
Guest-ready networks, AV, and support systems that keep hotels and venues running smoothly.
Dependable connectivity and systems that keep stores, POS, and customer experience running.
High-security infrastructure built for the compliance and uptime demands of financial institutions.
Resilient industrial IT and network infrastructure that keeps production environments running.
Connected infrastructure that keeps tracking, inventory, and operations moving efficiently.
On-site and office IT support built around the pace and demands of construction projects.
Smart building and connectivity solutions for developments, offices, and property management.
Reliable home networking and smart technology solutions for residential communities.
Cost-effective, scalable IT solutions that grow with your business.
Enterprise-grade infrastructure, security, and support built for scale and complexity.
Empowering telecom providers with secure networking, cloud, cybersecurity, and managed IT solutions.
Don't see your industry listed? We can still help.
Find Your Industry Solutionيعتمد مضاد الفيروسات التقليدي على توقيعات معروفة لتحديد التهديدات، بينما يحلل اكتشاف التهديدات الذكي أنماط السلوك، مما يتيح له اكتشاف هجمات جديدة لم تُشاهد من قبل كانت ستتجاوز الأدوات القائمة على التوقيعات تمامًا.







