Security ArchitectureMulti-Layered Protection
Comprehensive security framework protecting the ML Bridge ecosystem and its participants.
Security Layers
Four interconnected layers provide comprehensive protection.
Smart Contract
Audited contracts with formal verification
Cryptographic
End-to-end encryption and digital signatures
Network
Secure communication protocols
Operational
Monitoring and incident response
Smart Contract Security
Formal Verification
Mathematical proofs ensure contract correctness.
- • Automated theorem proving
- • Property-based testing
- • Symbolic execution analysis
Security Audits
Multiple independent audits by leading firms.
- • Trail of Bits audit
- • ConsenSys Diligence review
- • Quantstamp analysis
- • Ongoing bug bounty
Access Controls
Multi-signature governance with timelocks.
- • Role-based access (RBAC)
- • Multi-sig wallet governance
- • 48-hour timelock for upgrades
- • Emergency pause
Cryptographic Standards
Threat Model
Comprehensive analysis of potential attack vectors and mitigations.
High-Risk Threats
Medium-Risk Threats
Security Monitoring
Real-time Monitoring
- Transaction anomaly detection
- Smart contract event monitoring
- Gas price manipulation alerts
- Unusual voting pattern detection
Incident Response
- 24/7 security operations center
- Automated circuit breakers
- Emergency pause mechanisms
- Coordinated disclosure process
Forensics
- On-chain transaction analysis
- Attack vector reconstruction
- Post-incident reporting
- Lessons learned integration
Security Best Practices
For Developers
- • Use established security patterns
- • Implement comprehensive input validation
- • Follow principle of least privilege
- • Conduct thorough testing
- • Use static analysis tools
For Users
- • Use hardware wallets
- • Verify contract addresses
- • Enable transaction simulation
- • Keep software updated
- • Use strong passwords and 2FA
For Operators
- • Implement secure infrastructure
- • Use multi-signature wallets
- • Maintain secure communication
- • Regular security training
- • Proper backup procedures
Bug Bounty Program
Rewards up to $50,000 for critical vulnerabilities
Report security issues to security@mlbridge.net with detailed reproduction steps.
Security Roadmap
Enhanced Monitoring
Advanced anomaly detection and automated response systems
Zero-Knowledge Integration
Privacy-preserving computation verification using zk-SNARKs
Quantum Resistance
Post-quantum cryptographic algorithms for future-proofing