We architect and deploy production-grade blockchain networks from the ground up. Our development process delivers custom consensus mechanisms, optimized transaction throughput, and enterprise-grade security from day one.
LABS
Services
Oracle & Data Feed Fuzzing
Specialized security testing that attacks the weakest link in DeFi: external data dependencies. We simulate real-world oracle failures to harden your protocol against manipulation.
Chainscore © 2026
overview
FOUNDATION
Custom Blockchain Development
Build scalable, secure L1/L2 blockchains tailored to your specific business logic and performance requirements.
Deploy a fully functional, custom testnet in under 4 weeks, with mainnet launch in 8-12 weeks.
- Core Protocol Design: Custom
EVMorWASM-based execution, tailored tokenomics, and governance models. - Node Infrastructure: High-availability validator setups with 99.9% uptime SLA and automated deployment.
- Security & Audits: Full protocol audit by top-tier firms like
Trail of BitsorQuantstampbefore mainnet launch. - Interoperability: Native bridges to
Ethereum,Polygon, and other major L1s using standards likeIBCorLayerZero.
key-features-cards
COMPREHENSIVE COVERAGE
Our Fuzzing Attack Vectors
We systematically test your oracle and data feed integrations against the most critical and exploitable vulnerabilities. Our fuzzing targets the specific failure modes that lead to protocol insolvency, ensuring your smart contracts are resilient under adversarial conditions.
01
Price Manipulation & Flash Loan Attacks
Simulates sophisticated market attacks designed to manipulate your oracle's price feed, including flash loan-enabled price swings and latency arbitrage. We validate your circuit breakers and TWAP implementations.
100M+
Test Cases
> 99%
Coverage
02
Data Source Downtime & Censorship
Tests resilience against the failure or censorship of primary data providers. We simulate multi-source outages to ensure your fallback oracles and aggregation logic activate correctly without introducing new attack vectors.
Multi-Source
Failure Sims
< 3 blocks
Failover Time
03
Logic & Arithmetic Edge Cases
Fuzzes the mathematical core of your oracle logic—division by zero, integer over/underflows, and precision loss in price calculations. Built on Foundry and Echidna for exhaustive property testing.
Solc 0.8+
Compiler
Formal
Verification
04
Front-Running & MEV Exploitation
Identifies vulnerabilities where oracle updates can be front-run by bots for risk-free profit at your protocol's expense. Tests include mempool simulation and block reorganization attacks.
Real-Time
Mempool Sims
Gas-Optimized
Updates
05
Governance & Upgrade Vulnerabilities
Assesses the security of oracle management functions—parameter changes, source additions, and upgrade mechanisms. Ensures no single point of failure exists in your admin controls.
Timelock
Audits
Multi-Sig
Validation
06
Cross-Chain & Layer 2 Bridge Risks
For protocols using cross-chain data, we fuzz the message relay and verification layers. Tests include validator set attacks, delayed finality, and inconsistent state across L2s.
CCIP, LayerZero
Protocols
All Major L2s
Covered
benefits
SECURITY FIRST
Why Proactive Oracle Fuzzing is Essential
Reactive security is a liability. Our proactive fuzzing identifies critical vulnerabilities in your data feeds before they can be exploited, protecting your protocol's integrity and user funds.
A Quantitative Comparison
Oracle Fuzzing vs. Traditional Security Review
Understand the key differences between our automated, adversarial testing approach and conventional manual audits for securing your data feeds and oracles.
| Security Aspect | Traditional Manual Audit | Chainscore Oracle Fuzzing |
|---|---|---|
Testing Methodology | Manual code review, static analysis | Automated adversarial simulation |
Attack Surface Coverage | Known vulnerability patterns | Unknown edge cases & market extremes |
Time to Results | 2-4 weeks | 48-72 hours |
Cost for Standard Project | $15K - $50K+ | $8K - $25K |
Identifies Logic Flaws | Moderate (human-dependent) | High (systematic stress testing) |
Simulates Real-World Conditions | Limited (theoretical scenarios) | Extensive (price manipulation, flash crashes, latency) |
Actionable Report Detail | Vulnerability list with recommendations | Exploit PoC, transaction traces, mitigation code |
Ongoing Regression Testing | Manual re-audit required | Automated pipeline for updates |
Average Critical Bugs Found | 2-5 | 5-15 |
Recommended For | Baseline compliance | Mission-critical DeFi, high-value oracles |
how-we-deliver
PROVEN FRAMEWORK
Our Methodology: Systematic Adversarial Testing
We don't just test your oracle integrations; we systematically attack them. Our methodology is designed to uncover vulnerabilities that standard QA and unit testing miss, ensuring your data feeds are resilient under real-world adversarial conditions.
02
Manipulation Scenario Modeling
We simulate sophisticated market manipulation attacks, including flash loan arbitrage, oracle front-running, and latency-based exploits. Our models test your system's response to sudden price deviations and data feed lag.
50+
Attack Vectors
< 1 sec
Response Analysis
03
Multi-Oracle Consensus Failure Testing
We intentionally break the consensus between your primary and fallback oracles (e.g., Chainlink, Pyth, Tellor) to test your circuit breakers, failover logic, and graceful degradation pathways under partial data failure.
3+
Oracle Networks
100%
Failover Tested
06
Adversarial Report & Remediation
You receive a detailed, actionable report with CVSS-scored vulnerabilities, proof-of-concept exploit code, and prioritized remediation steps. We work with your team to validate fixes and retest.
48h
Report Delivery
Guaranteed
Retest Cycle
security-rigor
CORE SERVICE
Smart Contract Development
Secure, production-ready smart contracts built to your exact specifications.
We architect and deploy custom smart contracts that power your Web3 product. From ERC-20 tokens and ERC-721 NFTs to complex DeFi protocols, we write auditable, gas-optimized code that executes as intended.
Our development process ensures zero critical vulnerabilities before mainnet deployment, protecting your assets and users.
- Full Lifecycle Support: Strategy, development, testing, auditing, deployment, and monitoring.
- Security-First: Built with
OpenZeppelinstandards and formal verification practices. - Time-to-Market: Go from spec to testnet in as little as 2 weeks.
Technical & Commercial Details
Oracle Fuzzing: Key Questions
Get clear answers on our methodology, timeline, and security for securing your data feeds and price oracles.
A comprehensive fuzzing audit for a standard oracle system (e.g., Chainlink, Pyth, or custom aggregator) typically takes 2-4 weeks. This includes 1 week for environment setup and test harness creation, 2 weeks of intensive automated and manual fuzzing, and 1 week for report generation and remediation review. Complex multi-chain or high-frequency systems may extend to 6 weeks.
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