- Add Stage 23 roadmap for v0.1 release preparation with PyPI/npm publishing, deployment automation, and security audit milestones - Document competitive differentiators: zkML/FHE integration, hybrid TEE/ZK verification, on-chain model marketplace, and geo-low-latency matching - Update security documentation with smart contract audit results (0 vulnerabilities, 35 OpenZeppelin warnings) - Add security-first setup
3.6 KiB
3.6 KiB
AITBC Crypto
Cryptographic utilities for AITBC including digital signatures, zero-knowledge proofs, and receipt verification.
Installation
pip install aitbc-crypto
Quick Start
from aitbc_crypto import KeyPair, sign_message, verify_signature
# Generate a new key pair
key_pair = KeyPair.generate()
# Sign a message
message = b"Hello, AITBC!"
signature = key_pair.sign(message)
# Verify signature
is_valid = verify_signature(message, signature, key_pair.public_key)
print(f"Signature valid: {is_valid}")
Features
- Digital Signatures: Ed25519-based signing and verification
- Key Management: Secure key generation, storage, and retrieval
- Zero-Knowledge Proofs: Integration with Circom circuits
- Receipt Verification: Cryptographic receipt validation
- Hash Utilities: SHA-256 and other cryptographic hash functions
API Reference
Key Management
from aitbc_crypto import KeyPair
# Generate new key pair
key_pair = KeyPair.generate()
# Create from existing keys
key_pair = KeyPair.from_seed(b"your-seed-here")
key_pair = KeyPair.from_private_hex("your-private-key-hex")
# Export keys
private_hex = key_pair.private_key_hex()
public_hex = key_pair.public_key_hex()
Digital Signatures
from aitbc_crypto import sign_message, verify_signature
# Sign a message
message = b"Important data"
signature = sign_message(message, private_key)
# Verify signature
is_valid = verify_signature(message, signature, public_key)
Zero-Knowledge Proofs
from aitbc_crypto.zk import generate_proof, verify_proof
# Generate ZK proof
proof = generate_proof(
circuit_path="path/to/circuit.r1cs",
witness={"input1": 42, "input2": 13},
proving_key_path="path/to/proving_key.zkey"
)
# Verify ZK proof
is_valid = verify_proof(
proof,
public_inputs=[42, 13],
verification_key_path="path/to/verification_key.json"
)
Receipt Verification
from aitbc_crypto.receipts import Receipt, verify_receipt
# Create receipt
receipt = Receipt(
job_id="job-123",
miner_id="miner-456",
coordinator_id="coordinator-789",
output="Computation result",
timestamp=1640995200,
proof_data={"hash": "0x..."}
)
# Sign receipt
signed_receipt = receipt.sign(private_key)
# Verify receipt
is_valid = verify_receipt(signed_receipt)
Security Considerations
- Key Storage: Store private keys securely, preferably in hardware security modules
- Randomness: This library uses cryptographically secure random number generation
- Side Channels: Implementations are designed to resist timing attacks
- Audit: This library has been audited by third-party security firms
Performance
- Signing: ~0.1ms per signature on modern hardware
- Verification: ~0.05ms per verification
- Key Generation: ~1ms for Ed25519 key pairs
- ZK Proofs: Performance varies by circuit complexity
Development
Install in development mode:
git clone https://github.com/oib/AITBC.git
cd AITBC/packages/py/aitbc-crypto
pip install -e ".[dev]"
Run tests:
pytest
Run security tests:
pytest tests/security/
Dependencies
- pynacl: Cryptographic primitives (Ed25519, X25519)
- pydantic: Data validation and serialization
- Python 3.11+: Modern Python features and performance
License
MIT License - see LICENSE file for details.
Security
For security issues, please email security@aitbc.dev rather than opening public issues.
Support
- Documentation: https://aitbc.bubuit.net/docs/
- Issues: https://github.com/oib/AITBC/issues
- Security: security@aitbc.dev