Platform Update — Global Scam Intelligence Engine
🚀 Platform Update — Global Scam Intelligence Engine
We're excited to announce the latest update to the Global Scam Intelligence Platform, introducing new investigation capabilities, automated intelligence collection, and expanded phishing discovery. These enhancements strengthen our ability to identify, analyze, and monitor malicious websites while maintaining the existing detection architecture.
🔎 Investigation Export System
Security analysts can now generate comprehensive investigation dossiers directly from the Review dashboard.
The new Investigator Export feature produces complete forensic reports for any analyzed website while preserving all existing review workflows.
Included in every investigation report
Complete evidence matrix
AI classification results
Rule engine detection reasoning
Hosting infrastructure intelligence
WHOIS information
TLS / SSL certificate details
Redirect chain analysis
Analyst review decisions
Takedown reports
Investigation timeline
Change history
Current review status
Two export formats are available:
Export JSON — machine-readable forensic data
Export PDF — professionally formatted investigation report
The reporting interface now includes improved toast notifications to immediately surface export failures or processing errors.
🤖 Automated Continuous Re-Scanning
Threat intelligence is now refreshed automatically through an enhanced recurring analysis workflow.
Every five minutes, the intelligence engine evaluates the entire database and automatically schedules websites for additional analysis based on their current intelligence status.
Sites are automatically prioritized when they meet one or more of the following conditions:
• Analyst-reviewed within the last 7 days
• High-risk findings older than 12 hours
• Any intelligence older than 48 hours
• Newly discovered domains that have never been scanned
Recently reviewed investigations receive Priority 9, ensuring that websites modified after takedowns or remediation attempts are rescanned immediately.
Each intelligence cycle now reports the total number of rescan_queued websites, providing visibility into automated workload generation.
No manual intervention is required.
🌍 Expanded Threat Intelligence Sources
The discovery engine has been expanded with additional verified phishing intelligence feeds while continuing to use the existing scoring, normalization, and deduplication pipeline.
Newly Integrated Sources
Source | Purpose |
|---|---|
Phishing.Database — New Today | Newly discovered phishing URLs |
Phishing.Database — Domains | Recently identified malicious domains |
Phishing.Army Extended Blocklist | Large rotating phishing infrastructure feed |
The platform now prioritizes the newest intelligence before deduplication, ensuring that attribution data remains as current and accurate as possible.
Existing detection logic, AI scoring, and reputation analysis remain unchanged.
⚡ Increased Intelligence Capacity
The intelligence crawler has been optimized to process larger workloads without increasing operational complexity.
Metric | Previous | Current |
|---|---|---|
Maximum websites processed per run | 420 | 480 |
Average execution time | ~45 seconds | ~45 seconds |
Available execution window | 240 seconds | 240 seconds |
Performance testing shows sufficient capacity to support future intelligence feed expansion while remaining comfortably within execution limits.
📊 Platform Impact
This release delivers measurable improvements across multiple areas of the platform.
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║ UPDATE HIGHLIGHTS ║
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║ ✓ Investigation Export System (JSON & PDF) ║
║ ✓ Complete Digital Forensics Reports ║
║ ✓ Automated Continuous Re-Scanning ║
║ ✓ Priority-Based Intelligence Queue ║
║ ✓ Three Additional Live Threat Intelligence Sources ║
║ ✓ Improved Feed Prioritization ║
║ ✓ Scan Capacity Increased (420 → 480 per cycle) ║
║ ✓ Zero Existing Detection Logic Rewritten ║
║ ✓ Continuous 24/7 Threat Monitoring ║
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Looking Ahead
These enhancements improve investigative capabilities, automate ongoing intelligence collection, and expand phishing discovery without altering the platform's proven detection architecture.
The Global Scam Intelligence Platform continues to evolve with a focus on scalability, automation, and actionable cybersecurity intelligence—delivering faster detection, richer investigations, and broader visibility into the ever-changing global threat landscape.
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