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الأمن السيبراني
الأمن السيبراني

اكتشاف التهديدات الذكي

اكتشف التهديدات المتطورة والمتغيرة بتحليل سلوكي مدفوع بالذكاء الاصطناعي يتجاوز الدفاعات التقليدية القائمة على التوقيعات.

نظرة عامة على الخدمات

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.

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عملاء راضون
ASSESSMENT & CORRELATION

Threat Detection Assessment & Security Event Correlation

Individual events can appear harmless when viewed independently. Correlation adds context.

Threat Detection Assessment

Evaluate your current security visibility and determine whether your existing tools are detecting the threats that matter to your organization.

Common applications:
  • Endpoint, identity & network telemetry
  • Firewall, email & cloud activity
  • Existing detection rules & alert quality
  • Investigation workflows
Security Event Correlation

Connect related events across users, devices, applications and infrastructure to create more meaningful security signals.

Common applications:
  • 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.

BEHAVIOR ANALYTICS

User & Entity Behavior Analytics (UEBA) & Anomaly Detection

Detection thresholds should be tuned to the organization’s environment to reduce unnecessary alert volume.

UEBA

Identify unusual behavior by comparing current activity with established patterns for users and other entities.

Common applications:
  • Users, hosts & IP addresses
  • Applications, devices & service accounts
  • Peer-group behavior & historical activity
Anomaly Detection

Identify activity that deviates from established patterns and requires further investigation.

Common applications:
  • 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.

INTELLIGENCE & ENGINEERING

Threat Intelligence Integration & Detection Rule Engineering

Generic security rules may not provide sufficient coverage for every organization.

Threat Intelligence Integration

Use current threat intelligence to add context to security events and identify known indicators associated with malicious activity.

Common applications:
  • IP addresses, domains & URLs
  • File hashes & malware indicators
  • Threat actor infrastructure
  • Attack techniques & campaign information
Detection Rule Engineering

Create and optimize detection rules based on the threats, technologies and business risks relevant to your environment.

Common applications:
  • 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.

HUNTING & IDENTITY

Advanced Threat Hunting & Identity Threat Detection

Identity signals can become significantly more useful when correlated with endpoint, network and application activity.

Advanced Threat Hunting

Proactively search security telemetry for suspicious activity that may not yet have generated a conventional alert.

Common applications:
  • Suspicious processes & command-line activity
  • Persistence indicators & lateral movement
  • Suspicious network connections
  • Known threat intelligence & attack techniques
Identity Threat Detection

Detect suspicious identity activity that could indicate credential compromise or unauthorized access.

Common applications:
  • 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

Endpoint & Network Threat Detection

Where supported, network events can be correlated with endpoint and identity information for broader investigation context.

Endpoint Threat Detection

Analyze endpoint telemetry for suspicious processes, behaviors and indicators associated with potential threats.

Common applications:
  • Suspicious processes & script execution
  • Persistence activity & process relationships
  • Suspicious network connections
  • Credential-related activity
Network Threat Detection

Identify unusual network activity and suspicious communication patterns across your infrastructure.

Common applications:
  • Unusual outbound & inbound traffic
  • Port scanning & network reconnaissance
  • Abnormal DNS & command-and-control indicators
  • Unusual VPN activity
CLOUD & MICROSOFT 365

Cloud & Microsoft 365 Threat Detection

Cloud environments introduce new identities, applications, APIs and administrative operations.

Cloud Threat Detection

Monitor cloud activity for suspicious authentication, configuration and resource behavior.

Common applications:
  • Privileged role changes & unusual API activity
  • Suspicious resource & configuration changes
  • Unusual geographic access
  • Identity anomalies
Explore Cloud Security
Microsoft 365 Threat Detection

Improve detection across Microsoft 365 identities, email, applications and cloud activity.

Common applications:
  • Exchange Online & Microsoft Entra ID
  • Microsoft Teams, SharePoint & OneDrive
  • Microsoft Defender & Intune
  • Microsoft Purview
Explore Microsoft 365
EMAIL & PRIVILEGED ACTIVITY

Email & Privileged Activity Detection

This complements CODE3’s PAM & PIM services by adding detection and investigation around privileged activity.

Email Threat Detection

Identify suspicious email behavior and indicators that may contribute to phishing, account compromise or malware incidents.

Common applications:
  • Suspicious senders & malicious links/attachments
  • Phishing indicators
  • Unusual mailbox activity & forwarding rules
  • Abnormal authentication
Explore Email Security
Privileged Activity Detection

Monitor high-impact administrative activity and identify changes that may require security investigation.

Common applications:
  • New administrator assignments
  • Privileged role activation & security-policy changes
  • Administrative login anomalies
  • Suspicious service-account activity
Explore PAM & PIM Solutions
RANSOMWARE, INSIDER RISK & LATERAL MOVEMENT

Ransomware, Insider Risk, Lateral Movement & Suspicious Tool Use

Attackers frequently abuse legitimate tools rather than relying exclusively on custom malware.

Ransomware & Malware Detection

Improve visibility into behavioral indicators associated with ransomware and malware activity, rather than relying solely on known signatures.

Common applications:
  • Abnormal & mass file activity
  • Suspicious processes & script execution
  • Credential theft indicators
Insider Risk & Data Access Anomalies

Identify unusual data-access behavior that may require security investigation, working alongside DLP and identity-governance controls.

Common applications:
  • Unusual access to sensitive resources
  • Abnormal download patterns
  • Suspicious data movement
Lateral Movement Detection

Identify suspicious movement between systems, accounts and network resources as attackers try to expand from an initial compromise.

Common applications:
  • Unusual authentication between systems
  • Suspicious RDP & SMB-related activity
  • New administrative relationships
Suspicious Administrative Tool Use

Identify potentially suspicious use of legitimate administrative utilities and scripting tools.

Common applications:
  • PowerShell & command shells
  • Remote administration tools
  • Scripting engines & system utilities
DETECTION SIGNALS

Detection Signals Across Your Security Environment

A strong detection strategy should not depend on one data source.

Identity

Suspicious login, privilege escalation and account compromise.

Common applications:
  • Microsoft Entra ID & Active Directory
  • Authentication systems & privileged identities
  • Abnormal authentication & new admin activity
Endpoint

Malware behavior, suspicious scripting and persistence.

Common applications:
  • Windows devices, servers & laptops
  • Endpoint security platforms
  • Unusual process execution & credential activity
Network

Command-and-control indicators and reconnaissance.

Common applications:
  • Firewalls, routers & switches
  • VPN & DNS
  • Suspicious outbound traffic & lateral movement
Cloud

Unusual API activity and privilege changes.

Common applications:
  • Azure & Microsoft 365
  • Cloud applications & infrastructure
  • Suspicious cloud access & configuration changes
Email

Phishing and mailbox compromise.

Common applications:
  • Email security & Exchange Online
  • Phishing indicators
  • Malicious attachments & suspicious links
Data & Applications

Abnormal access and suspicious data movement.

Common applications:
  • Business applications & SaaS platforms
  • Authentication systems
  • Sensitive-data activity & unusual downloads
WHAT'S COVERED

Intelligent Threat Detection With Microsoft Sentinel & Defender

The actual architecture should be based on your data sources, security requirements and licensing.

Data Connector & Telemetry Onboarding
Bringing your data sources into Sentinel.
Analytics Rules & Threat Intelligence
The core detection logic.
UEBA & Detection Tuning
Refining signal quality over time.
Incident Correlation
Bringing related events together.
Advanced Hunting (KQL)
Querying security data across supported Defender sources.
Investigation Workflows & Reporting
Turning detection into action.

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

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.

Business Risk

Which systems and data would have the greatest business impact?

Attack Surface

Which users, devices, applications and services are exposed?

Existing Security Controls

Which threats are already detected by your endpoint, firewall, email and cloud tools?

Telemetry

Which data sources are available for investigation?

Threat Intelligence

Which known indicators and attack patterns are relevant?

Behavioral Baselines

What constitutes normal behavior for users, devices and applications?

WHAT'S COVERED

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.

Rule Tuning & Threshold Adjustment
Calibrating detection to your actual environment.
Alert Suppression Where Appropriate
Removing known, benign noise.
Entity Context & Threat Intelligence Enrichment
Adding meaning to a raw alert.
Correlation & Prioritization
Surfacing what actually matters first.
Exception Management
Handling known, legitimate exceptions cleanly.
Investigation Feedback
Improving rules based on what analysts actually find.

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.

WHAT'S COVERED

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.

Threat Detection
Identify suspicious or potentially malicious activity.
SIEM
Collect, correlate and analyze security data.
SOC
Operate security monitoring, investigation and response processes.
MDR
Managed detection and response delivered as a service.
Threat Hunting
Proactively search for potential threats.
EDR
Detect and investigate endpoint threats.
OUR DELIVERY PROCESS

A proven approach to delivering technology excellence

From initial consultation to ongoing support — every solution is strategically designed, seamlessly implemented, and continuously optimized.

STEP 01

Security Visibility Assessment

We identify available security telemetry across endpoints, identities, networks, cloud services, email and applications.

STEP 02

Threat & Risk Mapping

We identify the threats and attack scenarios most relevant to your environment.

STEP 03

Data Source Planning

We determine which logs, alerts and telemetry should feed the detection environment.

STEP 04

Detection Strategy & Rule Configuration

We define relevant detection use cases and configure supported analytics rules, behavioral detections, threat intelligence and correlation logic.

STEP 05

Pilot & Validation

Detection scenarios are tested against expected behavior and available telemetry.

STEP 06

Tuning

Rules are refined to improve signal quality and reduce unnecessary alert volume.

STEP 07

Threat Hunting

Security teams can proactively investigate suspicious patterns using available security telemetry.

STEP 08

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 Project
SCALED TO YOUR BUSINESS

Threat Detection for SMBs, Enterprises & Remote Workforces

The implementation can be scaled according to the organization’s technology environment and security requirements.

Small & Medium Businesses

A practical detection strategy for organizations with a broader attack surface but not necessarily a large internal security team.

Common applications:
  • Identity & Microsoft 365
  • Endpoints & firewall
  • Email & cloud
Enterprise Organizations

Detection use cases organized around business units, technologies, threat scenarios and security priorities.

Common applications:
  • Multi-site & hybrid cloud infrastructure
  • Active Directory & Azure
  • Privileged identities & critical applications
Remote & Hybrid Workforces

Signals that become more useful when correlated rather than investigated individually.

Common applications:
  • Remote authentication & new device access
  • Unusual geographic activity & VPN events
  • Cloud access & privileged access
WHAT'S COVERED

When Should You Consider Intelligent Threat Detection?

Any one of these is a reasonable trigger for a conversation.

Too Many Uncorrelated Alerts
Noise without meaningful signal.
Limited Cross-Domain Visibility
Blind spots between security tools.
Reliance on Individual Security Products
Signals that never get connected.
Limited Behavioral Analytics
No baseline to compare against.
Extensive Microsoft 365 Use
A rich but underused telemetry source.
Hybrid Cloud Infrastructure
More environments to correlate across.
Privileged Accounts Need Greater Monitoring
High-value targets worth watching closely.
Need Stronger Threat-Hunting Capabilities
Going beyond waiting for alerts.
Events Investigated Individually
Missing the bigger picture.
Expanding Cloud Footprint
New territory that needs detection coverage.
لماذا تختارنا

تحليل سلوكي. اكتشاف مبكر.

تحديد التهديدات بناءً على ما تفعله، وليس فقط شكلها.

01

تحليلات سلوكية

اكتشاف قائم على سلوك المستخدم والنظام الشاذ، للكشف عن التهديدات التي تتحايل على الأدوات القائمة على التوقيعات.

02

اكتشاف بالتعلم الآلي

نماذج تتحسن باستمرار ومدربة للتعرف على أنماط الهجوم المتطورة.

03

إيجابيات كاذبة أقل

اكتشاف واعٍ بالسياق يميز التهديدات الحقيقية عن النشاط غير المعتاد لكن المشروع.

04

رؤية عبر البيئات

اكتشاف يمتد عبر نقاط النهاية، والشبكة، والسحابة لتغطية شاملة.

هل تريد معرفة كيف يمكننا دعم عملك؟

تحدث مع خبرائنا
لماذا تعمل معنا

لماذا تعمل مع فريقنا

نشر وضبط بواسطة محللين يفهمون بيئتك.

01

إنشاء خط أساس

بناء نموذج دقيق للنشاط الطبيعي في بيئتك لاكتشاف الشذوذ الحقيقي.

02

ضبط نموذج مستمر

تحسين مستمر للحفاظ على دقة الاكتشاف مع تطور بيئتك.

03

تنبيهات جاهزة للمحلل

اكتشافات تُقدم مع سياق يسرّع التحقيق والاستجابة.

04

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.

عملاؤنا

مؤسسات تثق بـ CODE3 للحفاظ على استمرارية عملياتها.

Lulu Group logo
NMDC logo
ARAMTEC logo
Gambit logo
ADNOC logo
DP World logo
Landmark Group logo
Burjeel Holding logo

هل تهتم بالشراكة مع CODE3؟

كن شريكًا لنا

موثوق به من قبل شركاء تقنيين رائدين

We implement threat detection using established cybersecurity monitoring technology.

Fortinet partner logo
Sophos partner logo
Acronis partner logo
Microsoft partner logo

هل تهتم بالشراكة مع CODE3؟

كن شريكًا لنا
آراء العملاء

موثوق به من قبل مديري تقنية المعلومات والمديرين وقادة العمليات

5.0Google reviews

Excellent IT service and support! The team at CODE3 provides reliable solutions with quick response times.

KD
Karen D'cruz
Google Review

Good customer service

BJ
basil jasheem
Google Review

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.

SK
Siva Kumar
Google Review

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.

S
Sharath27
Google Review

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.

PK
PRASANNA KUMAR
Google Review

Excellent IT service and support! The team at CODE3 provides reliable solutions with quick response times.

KD
Karen D'cruz
Google Review

Good customer service

BJ
basil jasheem
Google Review

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.

SK
Siva Kumar
Google Review

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.

S
Sharath27
Google Review

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.

PK
PRASANNA KUMAR
Google Review

Excellent IT service and support! The team at CODE3 provides reliable solutions with quick response times.

KD
Karen D'cruz
Google Review

Good customer service

BJ
basil jasheem
Google Review

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.

SK
Siva Kumar
Google Review

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.

S
Sharath27
Google Review

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.

PK
PRASANNA KUMAR
Google Review

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كن قصة نجاحنا القادمة
INDUSTRIES WE SERVE

Industries We Serve

Corporate Offices

IT infrastructure and support built for the day-to-day needs of modern corporate workplaces.

Government

Secure, compliant technology solutions aligned with government standards and public sector requirements.

Healthcare

Reliable IT and security infrastructure that protects patient data and keeps critical systems running.

Education

Connected campus technology that supports digital learning, from classrooms to administration.

Hospitality

Guest-ready networks, AV, and support systems that keep hotels and venues running smoothly.

Retail

Dependable connectivity and systems that keep stores, POS, and customer experience running.

Banking & Finance

High-security infrastructure built for the compliance and uptime demands of financial institutions.

Manufacturing

Resilient industrial IT and network infrastructure that keeps production environments running.

Logistics & Warehousing

Connected infrastructure that keeps tracking, inventory, and operations moving efficiently.

Construction

On-site and office IT support built around the pace and demands of construction projects.

Real Estate

Smart building and connectivity solutions for developments, offices, and property management.

Residential

Reliable home networking and smart technology solutions for residential communities.

Small & Medium Businesses (SMBs)

Cost-effective, scalable IT solutions that grow with your business.

Enterprise Organizations

Enterprise-grade infrastructure, security, and support built for scale and complexity.

Telecommunications

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 Solution
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الأسئلة الشائعة

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