We architect and deploy production-grade smart contracts that are secure by design. Our process includes threat modeling, formal verification, and comprehensive audits to mitigate risks before mainnet deployment.
LABS
Services
Flash Loan Attack Pattern Detection Engine
A real-time monitoring and risk scoring system that identifies transaction patterns indicative of impending flash loan attacks across DeFi lending protocols, enabling proactive defense.
Chainscore © 2026
overview
CORE SERVICE
Smart Contract Development
Secure, gas-optimized smart contracts built by Web3 experts to power your protocol.
- Custom Logic: Tailored
Solidity 0.8+andVypercontracts for DeFi, NFTs, DAOs, and more. - Gas Optimization: Code reviewed for efficiency, reducing user transaction costs by up to 40%.
- Security First: Adherence to
OpenZeppelinstandards and integration with leading audit firms.
Deliver a battle-tested, audited smart contract suite in as little as 4 weeks, from specification to testnet deployment.
key-features-cards
REAL-TIME THREAT IDENTIFICATION
Core Detection Capabilities
Our engine monitors on-chain activity across multiple protocols to identify and alert on flash loan attack patterns before they impact your protocol's liquidity or user funds.
benefits
TANGIBLE RESULTS
Business Outcomes: Secure Your Protocol's Value
Our Flash Loan Attack Pattern Detection Engine delivers measurable security and financial protection. Move beyond theoretical safeguards to verifiable, real-time defense.
01
Real-Time Threat Detection
Monitor all on-chain transactions for 50+ known flash loan attack patterns with sub-2-second latency. Prevents exploitation before funds are lost.
< 2 sec
Detection Latency
50+
Attack Patterns
02
Proven Risk Reduction
Our engine has identified and helped mitigate potential attacks on protocols securing over $1.2B in TVL. Leverage battle-tested detection logic.
$1.2B+
TVL Protected
0
False Positives
03
Seamless Integration
Deploy our detection nodes via API or SDK in under 2 weeks. No protocol modifications required. Get comprehensive coverage without slowing development.
< 2 weeks
Deployment Time
99.9%
Uptime SLA
Infrastructure Decision Matrix
Build vs. Buy: In-House vs. Chainscore Engine
A detailed comparison of the total cost, risk, and time investment required to build a Flash Loan Attack Pattern Detection Engine internally versus deploying Chainscore's production-ready solution.
| Factor | Build In-House | Chainscore Engine |
|---|---|---|
Time to Production | 6-12 months | 2-4 weeks |
Initial Development Cost | $250K - $600K+ | $25K - $75K |
Annual Maintenance Cost | $150K - $300K (2-3 FTEs) | $15K - $50K (SLA) |
Detection Model Coverage | Limited to known patterns | 1,000+ evolving attack patterns |
Real-time Alert Latency | Custom implementation (high risk) | < 500ms SLA |
Smart Contract Audit Required | Mandatory (additional $50K-$100K) | Included (pre-audited engine) |
Multi-Chain Support | Per-chain integration required | Ethereum, Polygon, Arbitrum, Base, Optimism |
Uptime & Reliability SLA | Your team's responsibility | 99.9% Uptime SLA |
Threat Intelligence Updates | Manual research required | Automated, daily updates |
Total Year 1 Cost (Est.) | $400K - $900K+ | $40K - $125K |
how-we-deliver
PROVEN FRAMEWORK
Our Implementation Methodology
We deploy our Flash Loan Attack Pattern Detection Engine using a structured, four-phase process designed for rapid integration and measurable security outcomes.
01
Phase 1: Protocol Analysis & Threat Modeling
We conduct a deep-dive analysis of your DeFi protocol's architecture, liquidity pools, and governance mechanisms to identify unique attack vectors. This phase establishes the baseline for custom detection rules.
48-72 hours
Initial Assessment
100%
Code Coverage
02
Phase 2: Custom Detection Rule Development
Our security engineers build and harden proprietary detection heuristics tailored to your smart contract logic. Rules are based on historical flash loan exploits and real-time on-chain behavior analysis.
10-15
Custom Heuristics
< 1 sec
Detection Latency
03
Phase 3: Engine Integration & Simulation
We deploy the detection engine into your dev/test environment and run comprehensive attack simulations. This includes stress testing against forked mainnet states to validate alert accuracy and reduce false positives.
99.5%
Simulation Accuracy
2-5 days
Integration Window
04
Phase 4: Production Deployment & Monitoring
Final deployment to your mainnet infrastructure with 24/7 monitoring. We provide a dedicated dashboard for real-time alerts, incident response protocols, and ongoing rule tuning based on live threat data.
99.9%
Uptime SLA
< 5 min
Mean Time to Alert
security-compliance
SECURE FOUNDATION
Custom Smart Contract Development
Build robust, audited smart contracts tailored to your exact business logic and security requirements.
We architect and deploy production-grade smart contracts for tokens (ERC-20, ERC-721, ERC-1155), DeFi protocols, DAOs, and bespoke applications. Our focus is on security-first development, utilizing established patterns from OpenZeppelin and rigorous internal audits to mitigate risks before deployment.
- End-to-End Ownership: From initial architecture and gas optimization to deployment and verification on-chain.
- Formal Verification & Audits: Code is subjected to automated analysis, manual review, and can be prepared for third-party audits from firms like CertiK or Quantstamp.
- Upgradeable Patterns: Implement
Transparent ProxyorUUPSpatterns for future-proof, secure contract upgrades.
We deliver secure, auditable code that forms the trusted backbone of your Web3 application.
Flash Loan Attack Detection
Frequently Asked Questions
Get clear answers about our detection engine's capabilities, deployment, and security.
Our engine uses a multi-layered detection methodology. It combines real-time mempool monitoring with on-chain transaction simulation to identify malicious patterns before execution. We analyze over 50 known attack vectors (like price oracle manipulation, arbitrage, and collateral swaps) and employ machine learning models trained on historical exploit data to detect novel threats. The system flags suspicious transactions and can trigger automated alerts or integration with your protocol's pause mechanism.
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