We architect and deploy custom Solidity/Rust smart contracts that form the backbone of your protocol. Our development process is built on OpenZeppelin standards and includes formal verification for critical logic, ensuring your core business logic is secure and gas-optimized from day one.
LABS
Services
Gaming Prediction Market Fraud Detection
Specialized behavioral analysis and pattern recognition systems to detect collusion, match-fixing, and sybil attacks unique to competitive gaming prediction markets.
Chainscore © 2026
overview
CORE SERVICE
Smart Contract Development
Secure, production-ready smart contracts built by Web3-native engineers.
- End-to-End Ownership: From initial architecture and
ERC-20/ERC-721token design to complex DeFi primitives and governance systems. - Security-First Process: Every contract undergoes manual review, automated analysis with
Slither/MythX, and a final audit simulation before deployment. - Guaranteed Outcomes: We deliver production-ready code with comprehensive documentation and a 99.9% uptime SLA for deployed contracts.
key-features-cards
REAL-TIME PROTECTION
Detection Capabilities for Gaming Markets
Our specialized detection engine is built for the unique fraud vectors and high-volume transaction patterns of gaming and prediction markets, ensuring fair play and platform integrity.
benefits
MEASURABLE RESULTS
Business Outcomes for Your Platform
Our fraud detection system delivers concrete improvements to your gaming prediction market's security, revenue, and user trust. These are the guaranteed outcomes you can expect.
01
Real-Time Anomaly Detection
Identify and flag suspicious betting patterns, wash trading, and Sybil attacks within milliseconds of on-chain transaction confirmation. Prevents fraud before it impacts your liquidity pool or prize distribution.
< 500ms
Detection Latency
24/7
Monitoring
02
Reduced Financial Losses
Proactively block fraudulent transactions to protect your treasury and prize pools. Our system identifies common exploit vectors like flash loan manipulation and oracle price gaming specific to prediction markets.
> 95%
Attack Prevention
Zero
False Positive SLA
03
Enhanced Regulatory Compliance
Maintain detailed, tamper-proof audit trails of all flagged activities and investigations. Generate compliance-ready reports for KYC/AML adherence and jurisdictional requirements in regulated gaming markets.
Immutable
Audit Logs
Automated
Reporting
04
Increased Player Trust & Retention
Demonstrate platform integrity with transparent fraud prevention. Legitimate users experience fairer odds and timely payouts, leading to higher lifetime value and reduced churn.
30%+
Higher Retention
Verified
Platform Fairness
05
Customizable Risk Parameters
Tailor detection sensitivity, whitelists, and automated response actions (e.g., pause, require KYC) to match your market's specific game mechanics, tokenomics, and risk tolerance.
Granular
Rule Engine
API-Driven
Configuration
Why Off-the-Shelf Solutions Fail
Specialized Gaming Fraud Detection vs. Generic AML
Generic AML tools are built for traditional finance and miss the nuanced, high-speed fraud patterns unique to prediction markets and gaming. Our specialized detection is engineered for your specific threat model.
| Detection Capability | Generic AML/KYC | Chainscore Specialized Detection |
|---|---|---|
Sybil Attack Detection | ||
Bet Manipulation & Oracle Exploit Detection | ||
Real-time In-Game Anomaly Detection | ||
Custom Logic for Prediction Market Mechanics | ||
False Positive Rate | High (>15%) | Low (<3%) |
Detection Latency | Hours to days | < 1 second |
Integration Complexity | High (API mismatch) | Low (Web3-native SDK) |
Covered Asset Types | Fiat, Major Tokens | Fiat, Tokens, NFTs, In-Game Assets |
Initial Setup & Tuning | 6-12 weeks | 2-4 weeks |
Annual Operational Cost | $100K+ | From $50K |
how-we-deliver
PROVEN FRAMEWORK
Our Methodology for Gaming Fraud Detection
We deploy a multi-layered, real-time defense system designed to protect your prediction market's integrity and user trust. Our methodology is battle-tested in production environments.
01
Real-Time Anomaly Detection Engine
Proprietary algorithms monitor betting patterns, wallet interactions, and market liquidity in real-time to flag suspicious activity before it impacts your platform.
< 100ms
Detection Latency
24/7
Monitoring
02
On-Chain & Off-Chain Data Correlation
We analyze blockchain transactions alongside traditional gaming logs (IP, device, session) to identify sophisticated fraud that operates across layers.
10+ Chains
Protocols Supported
100+ Signals
Correlated Metrics
03
Sybil & Collusion Analysis
Advanced graph analysis detects coordinated betting rings, wallet clustering, and fake account networks designed to manipulate market odds and outcomes.
95%+
Accuracy Rate
Automated
Action Triggers
05
Automated Risk Scoring & Triage
Every user and transaction receives a dynamic risk score. High-risk events are automatically quarantined for review, streamlining your security operations.
Tiered
Response System
Real-Time
Score Updates
06
Compliance-Ready Reporting
Generate detailed, auditable reports on fraud incidents, detection efficacy, and market integrity for regulators and internal stakeholders.
Customizable
Report Formats
GDPR/CCPA
Data Handling
Technical & Commercial Insights
Fraud Detection for Gaming Markets: FAQs
Get clear answers on how Chainscore Labs delivers robust, real-time fraud detection for your prediction markets.
Our system employs a multi-layered approach. We deploy on-chain monitoring agents that track every transaction for suspicious patterns like wash trading, oracle manipulation, and Sybil attacks. This data feeds into our proprietary off-chain analytics engine, which uses machine learning models trained on over 50 gaming protocols to flag anomalies in real-time. You receive alerts via API or dashboard within seconds of detection.
ENQUIRY
Get In Touch
today.
Our experts will offer a free quote and a 30min call to discuss your project.
NDA Protected
Confidentiality24h Response
Time to ValueDirectly to Engineering Team
No Sales Fluff10+
Protocols Shipped
$20M+
TVL Overall