About Authentic Chain
Our multi-layer engine analyzes social media profiles in real-time — scoring risk across followers, posts, account age, images and more. Every result is anchored on the blockchain for tamper-proof trust.
Project Overview
Authentic Chain (FakeID Analyzer) is an enterprise-grade fake profile detection system that combines multiple analysis layers, external ML APIs, and blockchain verification to determine the authenticity of social media profiles.
The system uses a 70/30 hybrid scoring engine that fuses internal behavioral analysis with advanced ensemble verification from external ML services, providing a comprehensive and reliable fake probability score.
Features
Multi-Model Analysis
Multi-layer rule-based engine scores profiles across 6+ risk signals in real-time using 70/30 hybrid ML.
Image Comparison
SHA-256 image hashing detects duplicate profile pictures and impersonation attempts.
Blockchain Proof
Every verification result is anchored on-chain — tamper-proof and auditable forever.
Persistent Storage
Verified profiles are stored with deduplication — query historical data anytime.
Privacy-First
Only cryptographic hashes are stored on-chain. Full profile data never leaves the backend.
Instant Results
Sub-second classification with detailed risk breakdowns and actionable insights.
How It Works
Paste Profile URL
Enter any Instagram profile URL or username into the search box.
Smart Analysis
Our engine runs 9+ risk checks, image comparison, and data hashing using hybrid ML models.
Get Results
Receive a REAL, SUSPICIOUS, or FAKE verdict with blockchain proof and detailed breakdown.
Analysis Workflow
Data Collection
Apify scrapes public Instagram profile data including followers, posts, bio, and profile picture.
Internal ML Analysis
Profile metadata analysis (40%), image authenticity (30%), bio & content analysis (20%), and behavioral anomaly detection (10%).
External Ensemble Verification
Advanced ML model validates predictions through an independent external API.
Hybrid Fusion
70% internal + 30% external scores are combined for the final fake probability.
Blockchain Anchoring
SHA-256 hash of the result is stored on Ethereum Sepolia for immutable proof.
Privacy
- • Only cryptographic hashes stored on-chain
- • Full profile data stays on secure backend
- • User history is private and user-scoped
- • GDPR-compliant data deletion available
- • No data sold to third parties
Benefits
- • Real-time profile authenticity verification
- • Immutable blockchain-backed proof
- • Hybrid ML ensemble with rule-based scoring
- • Sub-second analysis speed
- • Detailed risk breakdown with suggestions
Future Scope
- Multi-platform support (Twitter, Facebook, LinkedIn)
- Real-time monitoring and alert system
- Browser extension for instant verification
- Deep learning image analysis for computer-generated photos
- Public API for third-party integrations