Pre-Egress Cash Withdrawal
Predictive Interception Framework
National cyber fraud syndicates exploit a fatal vulnerability: victims report complaints hours after illicit fund transfer, long after funds have hopped through 3–6 mule accounts and been converted into physical cash at ATMs or AEPS kiosks.
CyberShield inverts this paradigm from post-incident reporting to pre-egress real-time intervention—forecasting candidate cash-out terminals and dispatching dual-track bank holds and police patrols within the critical 15–30 minute cash-out window.
CyberShield Web Command & Predictive Radar Simulator
Interact directly with the live cloud-connected operational terminal. Test ATM cash-out radar, inspect multi-hop fund cases, trigger differential bank holds, and inspect Section 63 BSA court dossiers.
12-Mule Ring Ingress with Impossible Travel
Structured ₹1,58,000 UPI fan-in across 12 newly opened accounts sharing KYC identity cluster. Predicted egress terminal within 18 minutes.
Dispatches suspect vehicle hints, target ATM coordinates, and turn-by-turn navigation packet to the nearest PCR patrolling unit.
Compliance with All 4 Key Deliverables of PS 26184
Predictive Analytics Engine
Hybrid scoring engine coupling 16 explainable heuristic rules (layering, rapid forwarding, shared KYC rings, geo-velocity impossible travel) with an unsupervised Isolation Forest anomaly model and spatial Haversine decay.
Risk Heatmap & Radar
Dynamic geographic density clustering across 20+ Indian hubs (Delhi/NCR, Mumbai, Bengaluru, Hyderabad, etc.) with drill-down temporal filters (24h, 7d, 30d) and event categorization (Blocked, Predicted, Confirmed).
Law Enforcement Interface
Native Android Command Center built with Jetpack Compose. Generates Section 63 BSA 2023 evidentiary dossiers with SHA-256 canonical digests and Ed25519-signed Sparse Merkle Tree (SMT) proofs.
Alert & Notification Hub
Dual-track intervention: Automated provisional bank delta hold (protecting legitimate citizen balances) + Police PCR dispatch with suspect KYC hints, target ATM address, and arrival window (15–45 min).
The Pre-Complaint Differential Hold Protocol
When a bank receives an alert, traditional systems freeze the customer's entire account. If an ordinary citizen had ₹25,000 savings and inadvertently received ₹80,000 from a compromised mule hop, their entire balance is locked, freezing their ability to buy groceries or pay rent, resulting in severe consumer litigation.
CyberShield algorithms compute the exact suspicious exposure delta. The bank Core Banking System (CBS) places a provisional restriction strictly on the suspicious incoming delta (₹80,000) while leaving the pre-existing legitimate balance (₹25,000) fully accessible for daily expenditures.
Live Backend Endpoints & Institutional Contracts
// Tap any endpoint button above to test live cloud responses from the CyberShield Core API...
Rigorous Engineering Standards vs Standard Submissions
| Evaluation Parameter | Typical Hackathon Approach | CyberShield Production Framework |
|---|---|---|
| Dataset Volume & Multi-Year Span | 1k – 5k synthetic transactions (1 week) | 10,053,923 transactions across 2.75 years (2024–2026), 500k accounts, 50k terminals |
| Judicial & Statutory Admissibility | None (unexplained blackbox outputs) | Full Section 63 BSA 2023 Evidentiary Dossier with cryptographic Merkle proof anchoring |
| Chain of Custody Immutability | Centralized DB (mutable without audit) | Sparse Merkle Tree (SMT) with Ed25519-signed blocks & O(log N) verification |
| Streaming Partition Convergence | Single-node memory graph (crashes on scale) | ClusterGraphStore with multi-worker Redis PubSub & sub-15ms BFS path recovery |
| Frontend Architecture Mandate | Generic React/HTML web dashboard | Native Android Kotlin & Jetpack Compose app built for mobile PCR patrol units |
Built by the CyberShield Research & Engineering Group
Merkle audit ledger, multi-cloud ingestion pipeline, cryptographic chain of custody & Section 63 BSA dossier generator.
Heuristic rule scorer, ML anomaly detection pipeline, dual-track intervention protocol & engine coordination.
Institutional adapters (Bank CBS / LEA / I4C), pre-registered validation engine & contract verification tests.
1 Crore+ multi-year synthetic simulation engine, non-random macro dynamics & high-velocity Kafka producer.
CyberShield Native Android Kotlin app, MapLibre GIS radar map, Material 3 Jetpack Compose & investigation canvas.
Evidentiary dossier validation, fraud scenario profiling, test automation & quality assurance.