🤖 AI Risk Engine — Scoring Transparency

How Sentinel APEX Scores Threats

The CDB AI Risk Engine uses a multi-factor weighted correlation model combining CVSSv3 base scores, real-time EPSS exploitation probability, CISA KEV confirmation, MITRE ATT&CK technique complexity, source feed trust weights, and analyst confidence signals to produce a normalized risk score (0–10).

Risk Score = w1×CVSS + w2×EPSS + w3×KEV_Bonus + w4×MITRE_Depth + w5×Source_Trust + w6×Confidence
→ Normalized to [0, 10] scale · Updated per advisory on ingest

Scoring Factor Weights

CVSSv3 Base Score
35%
EPSS Exploitation Probability
25%
CISA KEV Confirmation
15%
MITRE ATT&CK Technique Depth
12%
Source Feed Trust Weight
8%
Analyst Confidence Signal
5%

CONFIDENCE INTERPRETATION

80–100% = Verified / High confidence 50–79% = Moderate confidence 20–49% = Low confidence — verify 0–19% = Unverified — corroborate

⭐ Threat Watchlist

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SOC ANALYST AGENT
Analyzing threat intelligence...
Initializing analysis engine...

KEYBOARD SHORTCUTS

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LIVE CYBER THREAT MAP — GLOBAL ATTACK MONITOR
ATTACKS TODAY: 0
CONNECT ENTERPRISE Bhubaneswar, Odisha, India
NODE: CDB-GOC-01
SYNC: BOOTING...
AI ENGINE ACTIVE
ENGINE: CYBERDUDEBIVASH APEX v81.7 ·
FEEDS: ACTIVE
KEV: ACTIVE
Total Advisories
Critical
High Severity
Avg Risk Score
Total IOCs
Last Sync
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Risk Distribution

LIVE FEED BREAKDOWN
⚔ MITRE ATT&CK Technique Heatmap — Grouped by Tactic CLICK TECHNIQUE → ATT&CK · GROUPED BY TACTIC PHASE

Intelligence Source Breakdown

SYNCING GOC NEURAL CORE...

🧠 NEXUS INTELLIGENCE v81.7

AI Threat Hunting & Correlation Command Center

THREAT EXPOSURE INDEX

/10 COMPOSITE RISK
COMPUTING...

ACTIVE THREAT HUNTS

HYPOTHESIS-DRIVEN
AI-GENERATED

DETECTION RULES

SIGMA + YARA + SNORT
AUTO-TUNED

⚔ ATTACK KILL CHAIN COVERAGE — CLICK TO EXPLORE MITRE ATT&CK

🔗 CORRELATED CAMPAIGNS

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🎯 PRIORITY THREAT HUNTS

Generating hypotheses...

📋 INTELLIGENCE REQUIREMENTS COVERAGE (PIR)

—%

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🔍 NATURAL LANGUAGE THREAT QUERY (CORTEX NLQ)

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🌐 GENESIS v81.7 — 12 STRATEGIC ENGINES

Global Cybersecurity Intelligence Powerhouse

🗺️ GLOBAL ATTACK MAP

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Production Apps & AI

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PLATFORM ROI

Measurable Security Value

72%
FASTER THREAT TRIAGE
VS MANUAL ANALYSIS
6h
AUTO-SYNC INTERVAL
LIVE INTEL PIPELINE
99%
STIX 2.1 SPEC
COMPLIANCE RATE
30s
SOC INTEGRATION
SETUP TIME

COMPLIANCE ALIGNMENT

ISO 27001 SOC 2 Type II NIST CSF MITRE ATT&CK STIX 2.1 TAXII 2.1 TLP v2.0 GDPR Ready

WHAT ANALYSTS SAY

★★★★★
"The STIX 2.1 export and MITRE ATT&CK heatmap reduced our morning threat briefing from 2 hours to 20 minutes. The risk scoring is surgical."
SOC LEAD · MID-MARKET FINTECH, INDIA
★★★★★
"Downloaded the SIGMA rules from the Defense Kit — they fired within the first 24 hours on our Splunk environment. Immediate value."
THREAT ANALYST · ENTERPRISE MSSP, GLOBAL
★★★★★
"EPSS + KEV scoring combination is exactly what we needed for vulnerability prioritization. Better signal-to-noise than most paid TI platforms."
VULN RESEARCHER · SECURITY CONSULTANCY, APAC

🐛 BUG HUNTER v81.7 — 12 RECON ENGINES

AI-Powered Attack Surface Recon & Vulnerability Discovery

🔍 SUBDOMAIN INTEL

CT + DNS Bruteforce

🌐 LIVE HOSTS

HTTP/HTTPS Probed

⚡ API ENDPOINTS

JS Extraction Engine

🚨 CRITICAL FINDINGS

BOLA / Cloud / Takeover

🛡️ VULNERABILITY FINDINGS FEED

Awaiting scan data...

💰 ROI & RISK EXPOSURE

Risk Exposure: $—
Mitigated (CDB): $—
Platform ROSI: —%

🔧 ENGINE STATUS

🟢 Subdomain Intel 🟢 HTTP Probe 🟢 Tech Fingerprint 🟢 JS Extractor 🟢 BOLA Agent 🟢 Cloud Hunter 🟢 Port Scanner 🟢 Takeover Detect 🟢 Asset Delta 🟢 ROI Engine 🟢 Recon Pipeline 🟢 Report Generator

🛡️ TIP + SOAR COMMAND CENTER v63.0

Automated Incident Response & Threat Hunting LOADING...

🚨 INCIDENTS

Auto-Correlated

📋 PLAYBOOKS

IR Procedures

⚡ RESPONSE ACTIONS

Automated Mitigations

🎯 THREAT HUNTS

Proactive Hypotheses

🚨 LIVE INCIDENT FEED

Awaiting incident data...

⚡ AUTOMATED RESPONSE LOG

Awaiting response data...

🎯 AI THREAT HUNT HYPOTHESES

Generating hypotheses...

🔗 ACTIVE CAMPAIGN INTELLIGENCE

Correlating campaigns...

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