We architect and deploy custom smart contracts that are audit-ready from day one. Our development process is built on Solidity 0.8+ with OpenZeppelin security patterns, ensuring your core business logic is both powerful and protected.
LABS
Services
Cross-Chain Bridge AI Attack Simulation Data
AI-powered generation of malicious transaction sequences, relay failures, and oracle manipulation scenarios to rigorously test the security and economic assumptions of your cross-chain bridge contracts before launch.
Chainscore © 2026
overview
CORE SERVICE
Smart Contract Development
Secure, production-ready smart contracts built to your exact specifications.
Deliver a secure, functional MVP in as little as 2 weeks, not months.
Our full-service development includes:
- End-to-end lifecycle management: From ideation and architecture to deployment and maintenance on
EVMchains. - Gas-optimized code: We write for efficiency, reducing user transaction costs by up to 40% versus industry averages.
- Comprehensive testing: Unit, integration, and scenario testing with
HardhatorFoundryto prevent costly exploits.
key-features-cards
PROVEN VULNERABILITY DATA
AI-Generated Attack Scenario Library
Access a continuously updated repository of thousands of simulated cross-chain bridge attacks, providing the real-world data needed to harden your protocol's security posture.
02
Protocol-Specific Threat Models
Receive attack scenarios tailored to your bridge's architecture (lock-and-mint, burn-and-mint, liquidity pools) and consensus mechanisms (PoS, MPC, optimistic).
03
Dynamic Economic Conditions
Test resilience under volatile market stress with scenarios that simulate flash loan attacks, MEV exploits, and coordinated multi-chain arbitrage.
05
Quantified Risk Scoring
Each scenario includes a CVSS-style severity score, estimated financial impact, and probability metrics to prioritize your remediation efforts effectively.
06
Integration-Ready Formats
Export attack payloads and transaction traces in standard formats (JSON, EVM traces) for direct use in your CI/CD pipelines and internal testing environments.
benefits
AI-POWERED VALIDATION
Deliver Secure, Economically Sound Bridges
Our AI Attack Simulation Data service provides the actionable intelligence needed to build and operate bridges that are resilient to both technical exploits and sophisticated economic attacks.
01
Simulate Real-World Attack Vectors
We deliver comprehensive attack simulations covering 51% attacks, flash loan arbitrage, oracle manipulation, and governance exploits. Identify critical vulnerabilities before they are exploited in production.
50+
Attack Vectors Modeled
> 99%
Coverage of Known Exploits
02
Optimize Economic Security Parameters
Data-driven analysis to set optimal bonding curves, validator slashing conditions, and liquidity pool ratios. Ensure your bridge's economic model is robust against market volatility and malicious actors.
30-50%
Capital Efficiency Gain
< 5 min
TVL Risk Simulation
03
Validate Bridge Architecture
Stress-test your proposed multi-sig configurations, fraud-proof windows, and relay networks with millions of simulated transactions. Receive a detailed resilience score and architecture recommendations.
10M+
Transactions Simulated
Architectural Score
Delivered
04
Benchmark Against Live Networks
Compare your bridge's security posture against Avalanche Bridge, Polygon PoS Bridge, and Arbitrum Bridge using our proprietary threat intelligence database. Understand your relative risk profile.
1:1
Live Network Comparison
Real-time
Threat Intel Updates
05
Receive Actionable Audit Reports
Get clear, prioritized reports with exploit probability, potential loss magnitude, and step-by-step remediation guidance. Our findings are formatted for direct use by your engineering and security teams.
< 72 hrs
Report Delivery
P0-P3
Vulnerability Prioritization
06
Continuous Monitoring & Updates
Our AI models are continuously trained on new exploits. We provide monthly threat briefings and parameter re-calibration to ensure your bridge's security evolves with the threat landscape.
Monthly
Security Updates
Zero-Day Alerts
Included
Comprehensive Coverage
Cross-Chain Bridge AI Attack Simulation Data Specifications
Detailed breakdown of the attack vectors, data fidelity, and reporting included in each simulation package to secure your bridge infrastructure.
| Attack Vector & Data Type | Starter | Professional | Enterprise |
|---|---|---|---|
Smart Contract Exploit Simulations | |||
Oracle Manipulation & MEV Attacks | |||
Cross-Chain Reorg & Finality Attacks | |||
Validator/Relayer Compromise Scenarios | |||
Simulation Data Volume | 10,000+ transactions | 100,000+ transactions | 1M+ transactions & custom load |
Historical & Synthetic Attack Pattern Library | Basic (50 patterns) | Advanced (500+ patterns) | Comprehensive (2000+ patterns) & Custom Generation |
Vulnerability Report Detail | High-level findings | Line-by-code analysis with PoC | Executive, Technical, and Remediation Roadmap |
Supported Chains (Simulation) | Ethereum, Polygon | EVM L1/L2 (8 chains) | All EVM & select non-EVM (15+ chains) |
Simulation Frequency & Updates | One-time audit | Quarterly updates | Continuous monitoring & on-demand simulations |
Team Support & Consultation | Priority Slack/Email + 4 consultation hours | Dedicated Security Engineer & War Room support |
how-we-deliver
PROVEN FRAMEWORK
Our Methodology: From Protocol Analysis to Actionable Data
We transform raw blockchain data into a strategic security asset. Our systematic approach ensures every simulation is grounded in deep protocol understanding, delivering insights you can act on immediately.
01
Deep Protocol Intelligence
Our analysis begins with a comprehensive audit of the bridge's smart contracts, economic model, and validator set. We map all potential attack vectors, from liquidity manipulation to governance exploits, before any simulation begins.
100+
Protocols Analyzed
5+ Years
Avg. Team Experience
02
Real-World Attack Simulation
We execute sophisticated, multi-stage attack scenarios in a controlled environment. This includes flash loan arbitrage, oracle manipulation, and cross-chain MEV, replicating the tactics of sophisticated adversaries.
50+
Attack Vectors Modeled
Live Testnets
Simulation Environment
03
Actionable Risk Scoring
Every simulated attack yields a quantifiable risk score (Critical, High, Medium, Low) with clear, prioritized recommendations. We provide the exact code patches and configuration changes needed to mitigate each vulnerability.
Prioritized
Remediation Path
Code-Level
Fix Guidance
04
Continuous Monitoring & Updates
Security is not a one-time event. We provide ongoing monitoring of new vulnerabilities and protocol upgrades, ensuring your bridge's threat model stays current with the evolving landscape.
24/7
Threat Monitoring
Bi-Weekly
Risk Reports
Why Proactive AI Testing is Essential for Bridge Security
AI Attack Simulation vs. Traditional Testing
A direct comparison of Chainscore's AI-driven adversarial simulation against conventional security testing methods, highlighting the superior protection for cross-chain bridges.
| Security Capability | Traditional Penetration Testing | Chainscore AI Attack Simulation |
|---|---|---|
Identifies Zero-Day & Novel Attack Vectors | ||
Simulates Real-Time Adversarial Behavior | Static | Dynamic & Adaptive |
Coverage of Bridge-Specific Risks (e.g., Oracle Manipulation) | Manual & Limited | Automated & Comprehensive |
Testing Frequency | Periodic (Quarterly/Annually) | Continuous & On-Demand |
Time to Identify Critical Flaws | Weeks | Hours |
Cost of Comprehensive Annual Program | $50K - $200K+ | From $75K |
Actionable, Prioritized Threat Intelligence | Basic Report | Real-Time Dashboard & Alerts |
Team Expertise Required | External Consultants + Internal Review | Fully Managed Service |
Cross-Chain Bridge AI Attack Simulation
Frequently Asked Questions
Get clear answers on how our AI-powered security testing identifies and mitigates bridge vulnerabilities before they are exploited.
Our AI agents simulate real-world adversarial attacks targeting the most critical cross-chain bridge vulnerabilities. This includes logic flaws in validation, signature verification bypasses, reentrancy on destination chains, oracle manipulation, liquidity pool drain scenarios, and governance attack vectors. We test against a database of 100+ known exploit patterns and generate novel attack paths specific to your architecture.
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