feat: add fraud detection validator

This commit is contained in:
Dobromir Popov
2026-06-29 09:46:22 +03:00
parent a2aa22fc08
commit 39f6f23c83
9 changed files with 511 additions and 6 deletions

View File

@@ -6,6 +6,8 @@ replace this adapter later without changing gateway or tracker call sites.
"""
from dataclasses import dataclass, field
import json
import urllib.request
__version__ = "0.1.0"
@@ -49,6 +51,33 @@ class ComputeAttribution:
return self.layer_count * self.tokens
@dataclass(frozen=True)
class ValidationEvent:
"""Completed inference data consumed by fraud validators."""
index: int
session_id: str
model: str
messages: list[dict]
observed_output: str
route_nodes: list[dict]
@dataclass(frozen=True)
class SlashReceipt:
"""Local slash transaction receipt."""
signature: str
cluster: str
wallet_address: str
slash_amount: int
stake_before: int
stake_after: int
strike_count: int
banned: bool
reason: str
@dataclass(frozen=True)
class SettlementResult:
"""Summary returned by an epoch settlement transaction."""
@@ -64,6 +93,8 @@ class _LocalContractState:
registry: dict[str, RegistryWallet] = field(default_factory=dict)
api_keys: dict[str, ApiKeyBalance] = field(default_factory=dict)
attributions: list[ComputeAttribution] = field(default_factory=list)
validation_events: list[ValidationEvent] = field(default_factory=list)
slash_receipts: list[SlashReceipt] = field(default_factory=list)
token_balances: dict[str, int] = field(default_factory=dict)
@@ -98,6 +129,46 @@ class RegistryContract:
)
return {"signature": f"local-strike-{wallet_address}", "cluster": self._cluster}
def submit_slash_proof(
self,
*,
wallet_address: str,
slash_amount: int,
strike_threshold: int = 3,
reason: str = "fraudulent inference output",
webhook_url: str | None = None,
) -> SlashReceipt:
if not wallet_address:
raise ValueError("wallet_address is required")
if slash_amount <= 0:
raise ValueError("slash_amount must be positive")
if strike_threshold <= 0:
raise ValueError("strike_threshold must be positive")
current = self.get_wallet(wallet_address)
stake_after = max(0, current.stake_balance - slash_amount)
strike_count = current.strike_count + 1
banned = current.banned or strike_count >= strike_threshold
self._state.registry[wallet_address] = RegistryWallet(
stake_balance=stake_after,
strike_count=strike_count,
banned=banned,
)
receipt = SlashReceipt(
signature=f"local-slash-{wallet_address}-{len(self._state.slash_receipts) + 1}",
cluster=self._cluster,
wallet_address=wallet_address,
slash_amount=slash_amount,
stake_before=current.stake_balance,
stake_after=stake_after,
strike_count=strike_count,
banned=banned,
reason=reason,
)
self._state.slash_receipts.append(receipt)
_notify_slash(receipt, webhook_url)
return receipt
def ban_wallet(self, wallet_address: str) -> dict:
current = self.get_wallet(wallet_address)
self._state.registry[wallet_address] = RegistryWallet(
@@ -114,6 +185,49 @@ class RegistryContract:
return wallet.stake_balance >= minimum_stake
class ValidationContract:
"""Validation event log consumed by the optimistic fraud detector."""
def __init__(self, state: _LocalContractState) -> None:
self._state = state
def record_completed_inference(
self,
*,
session_id: str,
model: str,
messages: list[dict],
observed_output: str,
route_nodes: list[dict],
) -> ValidationEvent:
if not session_id:
raise ValueError("session_id is required")
if not model:
raise ValueError("model is required")
if not isinstance(messages, list):
raise ValueError("messages must be a list")
if not isinstance(observed_output, str):
raise ValueError("observed_output must be a string")
if not isinstance(route_nodes, list):
raise ValueError("route_nodes must be a list")
event = ValidationEvent(
index=len(self._state.validation_events),
session_id=session_id,
model=model,
messages=[dict(message) for message in messages],
observed_output=observed_output,
route_nodes=[dict(node) for node in route_nodes],
)
self._state.validation_events.append(event)
return event
def list_completed_inferences(self, *, after_index: int = -1) -> list[ValidationEvent]:
return [
event for event in self._state.validation_events
if event.index > after_index
]
class PaymentContract:
"""Payment wrapper for funded API keys and compute attribution."""
@@ -297,6 +411,7 @@ class LocalSolanaContracts:
self.cluster = cluster
self._state = _LocalContractState()
self.registry = RegistryContract(self._state, cluster)
self.validation = ValidationContract(self._state)
self.payment = PaymentContract(self._state, cluster, starting_credit_lamports)
self.settlement = SettlementContract(
self._state,
@@ -305,6 +420,35 @@ class LocalSolanaContracts:
)
def _notify_slash(receipt: SlashReceipt, webhook_url: str | None) -> None:
message = (
f"WARNING: node {receipt.wallet_address} slashed "
f"by {receipt.slash_amount} lamports; strikes={receipt.strike_count}; "
f"banned={receipt.banned}; reason={receipt.reason}"
)
print(message, flush=True)
if not webhook_url:
return
payload = json.dumps({
"event": "node_slashed",
"wallet_address": receipt.wallet_address,
"slash_amount": receipt.slash_amount,
"strike_count": receipt.strike_count,
"banned": receipt.banned,
"reason": receipt.reason,
}).encode()
req = urllib.request.Request(
webhook_url,
data=payload,
headers={"Content-Type": "application/json"},
method="POST",
)
try:
urllib.request.urlopen(req, timeout=2).read()
except OSError:
pass
__all__ = [
"ApiKeyBalance",
"ComputeAttribution",
@@ -314,4 +458,7 @@ __all__ = [
"RegistryWallet",
"SettlementContract",
"SettlementResult",
"SlashReceipt",
"ValidationContract",
"ValidationEvent",
]