What is CTI?Why it mattersHow it worksIoCsThreat feedsDNS threat intelBenefitsWhat to look forDDI CentralFAQs
Threat Intelligence Guide

What is Threat Intelligence?

Every cyberattack leaves traces before it strikes. Threat intelligence is the discipline of collecting, analyzing, and acting on those traces — turning raw signals into actionable insights.

What is Cyber Threat Intelligence?

Knowledge that helps organizations stop attacks before they cause damage.

Cyber threat intelligence (CTI) is information about existing or emerging threats that helps security and network teams make faster, better-informed decisions. It answers the fundamental questions: Who is attacking us? How are they doing it? What are they targeting? What can we do to stop them?

Audience

IT Administrators

Network operations & DDI teams

Understand how threat intelligence integrates at the DNS layer to strengthen everyday network defenses.

FocusPreventive enforcement
Audience

Network Security Teams

Perimeter & internal defense

Learn how IoCs and threat feeds combine into layered controls that stop attacks earlier in the kill chain.

FocusLayered defense
Audience

SOC Analysts

Detection & response

Turn raw indicators into prioritized, high-confidence detections and faster incident investigations.

FocusActionable signal

Why Does Threat Intelligence Matter?

Modern cyberattacks are not random. Threat actors follow patterns, reuse infrastructure, and exploit the same vulnerabilities across multiple targets. Without threat intelligence, you react. With it, you anticipate — and block threats before they reach your endpoints.

How Does Threat Intelligence Work?

Threat intelligence continuously collects data from multiple sources, processes it into structured information, and distributes it to enforcement points across your network — all in real time.

The five-stage intelligence loop
From raw telemetry to enforced policy, and back again for continuous improvement.
01
Data Collection
OSINT, commercial feeds, dark-web monitoring, honeypots, sandboxing, and vendor telemetry.
02
Processing & Structuring
Raw data normalized into STIX and distributed via TAXII for automated sharing.
03
Analysis & Scoring
Indicators receive a confidence score. Higher scores trigger more aggressive enforcement.
04
Distribution & Enforcement
Intelligence pushed to DNS Firewall, endpoint tools, and SIEM platforms as live policies.
05
Feedback & Improvement
Blocked threats, false positives, and new indicators feed back to improve accuracy.
06
Continuous Coverage
The loop runs 24×7, adapting policies as new threats and infrastructure emerge.

What are Indicators of Compromise (IoCs)?

An IoC is forensic evidence suggesting a system may have been breached or is under attack. IoCs are the building blocks of technical threat intelligence — the specific, actionable signals that enforcement tools use to detect and block threats.

Domain

Domain-based IoCs

Phishing · malware · C2

Malicious domain names used for phishing, malware distribution, or C2 communication. Every device querying a malicious domain generates a detectable signal at the DNS layer.

Examplelogin-microsofts.support
IP

IP-based IoCs

Attacker infrastructure

IP addresses associated with known attacker infrastructure, C2 servers, botnet nodes, or scanning hosts. Blocking these prevents communication with attacker-controlled systems.

Example185.199.108.153
URL

URL-based IoCs

Payload & exploit URLs

Specific URLs known to deliver malware, host phishing pages, or redirect victims to exploit kits.

Example/wp-content/uploads/inv.exe

Why IoCs matter at the DNS layer: DNS is queried by every device before it communicates with anything on the internet. This makes DNS the single most comprehensive visibility point for IoC detection — every malicious domain lookup, C2 callback, and phishing attempt generates a DNS query that can be inspected, flagged, and blocked in real time.

What are Threat Feeds?

A threat feed is a continuous, real-time stream of IoCs sourced from vendors, research organizations, government agencies, or industry sharing groups — the operational backbone of any threat intelligence program.

C
Commercial feeds
Vendors like IBM X-Force, AlienVault OTX, Kaspersky, Cyware, PulseDive, and Sectrio provide professionally curated, continuously updated feeds with confidence scoring.
O
Open-source feeds
Community-maintained repositories of IoCs, available freely but with less curation and scoring than commercial sources.
S
Custom STIX/TAXII feeds
Private, industry-specific, or partner-distributed feeds that broaden coverage alongside your commercial sources.
I
Internal telemetry
DNS query logs, DHCP activity, and endpoint data from your own environment surface IoCs unique to your organization.

Why multiple feeds matter: No single feed sees everything. Integrating multiple feeds and cross-validating indicators significantly reduces blind spots and increases confidence.

What is DNS Threat Intelligence?

DNS threat intelligence applies threat intelligence at the DNS layer, using IoCs, threat feeds, and behavioral analysis to detect, block, and respond to threats the moment a malicious domain is queried.

✓
Block before endpoints
Threats stopped at DNS resolution — before any TCP connection is established.
✓
Universal coverage
Every device uses DNS. No agents, no gaps — IoT, BYOD, and infrastructure alike.
✓
Real-time response
Enforcement decisions at network speed — resolved in milliseconds, per query.
✓
Full visibility
DNS query logs give complete forensic visibility into attacker activity across the network.
Threats defended against
DNS-layer intelligence protects against the tactics attackers rely on most.
01
Malware C2
Blocks DNS lookups to C2 servers the moment an infected device attempts contact.
02
Phishing domains
Identifies and blocks domains impersonating legitimate services before users visit them.
03
DNS tunneling
Detects covert data exfiltration encoded inside DNS queries through anomaly detection.
04
Domain generation algorithms
AI identifies high-entropy, algorithmically generated domains used by sophisticated malware.
05
Zero-day & new domains
Preemptively blocks newly registered domains with suspicious behavior profiles.
06
Data exfiltration
Anomalous DNS query volume or entropy is flagged and quarantined automatically.

Benefits of Threat Intelligence for Enterprises

Applied at the DNS layer, threat intelligence delivers measurable improvements across prevention, response, visibility, and compliance.

✓
Block threats before endpoints
Malicious domains are blocked before any connection is established, stopping malware, phishing, and C2 at the earliest point.
⏱
Reduce attacker dwell time
Automated quarantine of compromised devices the moment suspicious DNS activity is detected eliminates manual delays.
AI
Proactive AI protection
AI-powered anomaly detection identifies DGA activity, DNS tunneling, and enumeration before any feed has cataloged them.
◎
Full network visibility
DNS-layer intelligence covers every device — IoT, BYOD, infrastructure — without requiring endpoint agents.
⇡
Accelerate SOC response
Every event is enriched with device IP, MAC, hostname, VLAN, threat category, and confidence score for faster investigations.
§
Compliance & audit ready
Exportable reports covering blocked domains, affected hosts, and confidence scores, retained up to three years for audits.

Multi-source threat feeds

Broad feed support to eliminate blind spots and cross-validate indicators.

Automated confidence scoring

Enforcement decisions made without manual review or ticket queues.

DNS-native integration

Enforcement at the earliest point in the attack chain, before any connection.

AI behavioral anomaly detection

Beyond static blocklists — catch DGA, tunneling, and enumeration by behavior.

Automated response & quarantine

Isolation at DNS and DHCP levels for tamper-resistant containment.

False positive management

Trusted whitelists so legitimate business domains resolve normally.

Forensic dashboards

Investigation views and exportable reports for every flagged IoC.

DNS + DHCP quarantine

Simultaneous enforcement across both layers for complete containment.

How ManageEngine DDI Central Helps

DDI Central brings together DNS, DHCP, and IP address management in a single platform, applying threat intelligence natively across all three layers for unified containment.

Multi-Source Threat Feed Integration

DDI Central ships with ManageEngine CloudDNS as its default feed and lets administrators broaden coverage by onboarding threat data from industry-leading vendors like IBM X-Force, AlienVault OTX, Kaspersky, Cyware, PulseDive, and Sectrio, alongside any custom STIX/TAXII source — all configured from a single console.

  • ✓ Native STIX/TAXII protocol support
  • ✓ Cross-validation across multiple vendors
  • ✓ Zero manual reconciliation
Active feeds
CloudDNS (default)Enabled
IBM X-ForceEnabled
AlienVault OTXEnabled
Custom STIX feed3 sources

Automated Custom Confidence Scoring

Every IoC is assigned a vendor-scored confidence rating, and indicators that cross your configured threshold are automatically enforced across all DNS servers via the DNS Firewall blocklist — no manual rule-writing or deployment required.

  • ✓ Configurable enforcement threshold
  • ✓ Critical threats (90+) isolated instantly
  • ✓ Continuous scoring updates from vendors
Score distribution
90—100 · CriticalAuto-isolate
50—89 · HighAuto-block
30—49 · SuspiciousMonitor

IoC Investigation Dashboard

Administrators get a unified real-time threat intelligence dashboard that surfaces all DNS-layer activity in one place — total threats, threats per hour, top affected hosts, categories, record type abuse, and confidence-score distribution.

  • ✓ Every entry hyperlinked for drill-down
  • ✓ Real-time refresh, per second
  • ✓ No vendor portal juggling
Live snapshot
Threats last hour1,284
Top affected hostwin-fin-04
CategoryPhishing 46%

AI-Powered Anomaly Detection

Going beyond static blocklists, DDI Central's anomaly detection engine, powered by Zoho's Zia AI alongside a built-in rule library, identifies threats by behavior rather than known signatures — catching DGA activity, DNS tunneling, subdomain enumeration, and DHCP starvation before any feed has classified them.

Anomaly types detected
DGA activityZia AI
DNS tunnelingRule + AI
DHCP starvationRule

DNS Detection and Response (DDR)

The moment DDI Central observes continuous queries from an internal device to domains in the active threat feed, it triggers automatic isolation through DNS Detection and Response (DDR) — enforcing containment via ACL-based DNS blocking, client subnet isolation, DHCP host reservation, and MAC address filtering.

  • ✓ Zero manual intervention
  • ✓ Multi-layer enforcement (DNS + DHCP + MAC)
  • ✓ Full audit trail per quarantined host
Enforcement layers
DNS ACLActive
DHCP reservationActive
MAC filterActive

Trusted Feeds for False Positives

Aggressive threat feeds can sometimes flag legitimate business domains. Administrators retain full override control by marking specific domains as whitelisted trusted domains, ensuring they resolve normally even if they appear in an active blocklist.

  • ✓ Per-domain override
  • ✓ Auditable whitelist changes
  • ✓ No operational disruption
Whitelist
partner-portal.acme.comTrusted
internal-svc.corpTrusted
Overrides this month7

Forensic Reporting & Compliance

For every flagged IoC, DDI Central generates detailed filterable threat reports, covering hit counts, confidence score history over time, top affected hosts, and threat category breakdowns — exportable as PDF or CSV and retained for up to three years for GDPR, HIPAA, and PCI-DSS audit requirements.

  • ✓ PDF & CSV export
  • ✓ 3-year retention
  • ✓ GDPR · HIPAA · PCI-DSS ready
Retention & export
Retention3 years
ExportPDF · CSV
FrameworksGDPR · HIPAA · PCI

Frequently Asked Questions

Common questions about threat intelligence, IoCs, STIX/TAXII, and how DNS-layer enforcement changes the game.

Threat intelligence and threat detection are complementary but distinct disciplines. Threat intelligence is the knowledge layer — it collects, analyses, and distributes information about known and emerging threats, such as malicious domains, attacker TTPs, and IoC confidence scores. Threat detection is the action layer — it monitors network activity in real time and triggers alerts or automated responses when suspicious behavior is observed. In practice, threat detection is only as effective as the intelligence feeding it.

Structured Threat Information Expression (STIX) is a standardized language for describing cyberthreat intelligence — including IoCs, attacker tactics, threat actors, and campaigns — in a machine-readable format. Trusted Automated eXchange of Indicator Information (TAXII) is the transport protocol that delivers STIX-formatted intelligence between threat feed servers and security tools. Together, STIX/TAXII enable organizations to consume threat intelligence from multiple vendors simultaneously without manual processing.

Traditional threat intelligence relies on known indicators. Zero-day attacks, by definition, involve threats that have not yet been cataloged by any feed. This is where behavioral anomaly detection closes the gap. AI-powered engines, like the one built into ManageEngine DDI Central, analyze DNS query patterns, DHCP behavior, and traffic characteristics to identify malicious activity based on how it behaves — including DGA activity, DNS tunneling, and newly registered domains with suspicious profiles, even before any feed has flagged them.

A confidence score is a numerical rating assigned to each IoC by a threat intelligence vendor, reflecting how certain the system is that a given domain, IP, or URL is genuinely malicious. Scores typically range from 0 to 100 — the higher the score, the greater the certainty. In DDI Central, indicators scoring 50 and above are automatically added to the DNS Firewall blocklist, while critical threats scoring 90 and above are isolated immediately.

A traditional network firewall operates at the IP and port level. DNS threat intelligence operates earlier in the attack chain — at the domain resolution layer — blocking malicious domains before any network connection is even established. This means DNS threat intelligence can stop threats a firewall would miss entirely, like newly registered phishing domains, algorithmically generated C2 domains, and DNS tunneling. Used together, they form a complementary, layered defense.

Get started

Start a 30-day free trial of DDI Central

Experience DNS-native threat intelligence, AI anomaly detection, and unified DDI in one platform.