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SENTINEL Contract Diff — bytecode hash comparison against known rug patterns
==============================================================================
Compares a token's contract bytecode/ABI against a database of known rug contracts.
Detects clones, forks, and near-identical contracts by hashing function selectors,
bytecode sections, and metadata patterns.
Key features:
- EVM bytecode hashing (creation code + runtime code)
- Function selector fingerprinting (4byte directory style)
- Known-rug bytecode database via RAG
- Similarity scoring against known malicious contracts
- Contract clone detection (same creator, same code, different name)
"""
import hashlib
import logging
import re
from dataclasses import dataclass, field
from typing import Any
logger = logging.getLogger("contract_diff")
@dataclass
class ContractDiffReport:
"""Result of contract diff analysis."""
token_address: str
chain: str
risk_score: float = 0.0
risk_level: str = "LOW"
# Contract identification
is_verified: bool = False
contract_name: str | None = None
bytecode_hash: str | None = None
runtime_bytecode_hash: str | None = None
# Function selectors
function_selectors: list[str] = field(default_factory=list)
selector_count: int = 0
# Dangerous function signatures found
dangerous_functions: list[str] = field(default_factory=list)
# Clone detection
is_clone: bool = False
clone_of: str | None = None # Address of matching contract
clone_similarity: float = 0.0
# Known rug matches
known_rug_matches: list[dict[str, Any]] = field(default_factory=list)
# RAG citations
citations: list[dict[str, Any]] = field(default_factory=list)
warnings: list[str] = field(default_factory=list)
# Dangerous function selectors (4-byte signatures of known rug functions)
DANGEROUS_SELECTORS = {
"0x3ccfd60b": "withdraw()",
"0x2e1a7d4d": "withdraw(uint256)",
"0x51cff8d9": "withdrawAll()",
"0x1e83409a": "emergencyWithdraw()",
"0x715018a6": "renounceOwnership()",
"0xf2fde38b": "transferOwnership(address)",
"0x8da5cb5b": "owner()",
"0x7f4e2f42": "setOwner(address)",
"0x42966c68": "burn(uint256)",
"0xa9059cbb": "transfer(address,uint256)",
"0x095ea7b3": "approve(address,uint256)",
"0x23b872dd": "transferFrom(address,address,uint256)",
"0x40c10f19": "mint(address,uint256)",
"0xa0712d68": "mint(uint256)",
"0x6a627842": "mint(address)",
"0x00fdd58e": "mint(address,uint256)",
"0x4f1ef286": "upgradeToAndCall(address,bytes)",
"0x3659cfe6": "upgradeTo(address)",
"0x5c60da1b": "implementation()",
"0x8f283970": "drain()",
"0x3f4ba83a": "unpause()",
"0x8456cb59": "pause()",
"0xf48f7360": "setFee(uint256)",
"0x092f3ee0": "setMaxTxAmount(uint256)",
"0xc8b3bf68": "setWalletLimit(uint256)",
"0x6080c494": "disableLimits()",
"0xd8a9be58": "enableTrading()",
"0x4a8b62d1": "setSwapBackSettings(uint256,bool)",
}
# Patterns that strongly indicate rug contracts
RUG_BYTECODE_PATTERNS = [
# Hidden mint functions
rb"hidden\s+mint",
rb"airdropClaim",
rb"airdrop_register",
# Fee manipulation
rb"setFeeRate",
rb"setTaxFee",
rb"setMaxFee",
# Anti-selling mechanisms
rb"isBlacklisted",
rb"_blacklist",
rb"blacklisted",
rb"tradingOpen",
rb"tradingEnabled",
rb"launchedAt",
]
class ContractDiffAnalyzer:
"""Compare contract bytecode against known rug patterns and clone databases."""
def __init__(self):
self._initialized = False
self._rug_hashes: dict[str, dict[str, Any]] = {}
self._selector_map: dict[str, list[str]] = {} # selector -> contract addresses
async def _ensure_init(self):
"""Load known rug patterns from RAG on first use."""
if self._initialized:
return
try:
from app.scanners.rag_citations import query_rag_citations
# Load known rug contract hashes from RAG
cits = await query_rag_citations(
topic="known rug contract bytecode hash clone",
chain="ethereum",
scanner_type="contract_diff",
max_citations=20,
min_similarity=0.3,
)
for c in cits:
meta = c.get("metadata", {})
addr = meta.get("address", "")
bhash = meta.get("bytecode_hash", "")
if addr and bhash:
self._rug_hashes[bhash] = {
"address": addr,
"name": meta.get("name", "unknown"),
"flagged_as": meta.get("flagged_as", "rug"),
"similarity": c.get("similarity", 0),
"collection": c.get("collection", ""),
"reference": c.get("reference", ""),
}
self._initialized = True
if self._rug_hashes:
logger.info(f"Loaded {len(self._rug_hashes)} known rug bytecode hashes")
except Exception as e:
logger.warning(f"Could not load rug hashes: {e}")
self._initialized = True # Don't retry on every call
def _hash_bytecode(self, bytecode: str) -> str:
"""Hash bytecode for comparison. Strip metadata hash first."""
# Remove CBOR metadata from end of bytecode (introduced in Solidity 0.6+)
# The metadata hash is after the last STOP (0x00) opcode boundary
clean = bytecode.lower().replace("0x", "")
# Try to strip Solidity metadata (CBOR-encoded)
# Look for known metadata markers
for marker in ["a1", "a2", "65766d", "627a6574"]: # CBOR + solc markers
idx = clean.rfind(marker)
if idx > len(clean) // 2: # Only strip if near the end
clean = clean[:idx]
return hashlib.sha256(clean.encode()).hexdigest()
def _extract_selectors(self, bytecode: str) -> list[str]:
"""Extract 4-byte function selectors from bytecode using PUSH4 pattern."""
selectors = []
clean = bytecode.lower().replace("0x", "")
# PUSH4 = 0x63, followed by 4 bytes, then typically EQ (0x14) or other comparison
pattern = re.compile(r"63([0-9a-f]{8})14")
for m in pattern.finditer(clean):
sel = "0x" + m.group(1)
if sel not in selectors:
selectors.append(sel)
return selectors
def _find_dangerous_functions(self, selectors: list[str]) -> list[str]:
"""Check selectors against known dangerous function signatures."""
dangerous = []
for sel in selectors:
name = DANGEROUS_SELECTORS.get(sel)
if name:
dangerous.append(f"{sel} → {name}")
return dangerous
def _scan_rug_patterns(self, bytecode: str) -> list[str]:
"""Scan bytecode for known rug contract patterns."""
found = []
raw = bytecode.lower().encode() if not bytecode.startswith("0x") else bytecode[2:].lower().encode()
for pattern in RUG_BYTECODE_PATTERNS:
try:
if pattern.lower() in raw:
found.append(pattern.decode(errors="replace"))
except Exception:
pass
return found
def _compute_similarity(self, selectors_a: list[str], selectors_b: list[str]) -> float:
"""Compute Jaccard similarity between two selector sets."""
if not selectors_a or not selectors_b:
return 0.0
set_a = set(selectors_a)
set_b = set(selectors_b)
intersection = set_a & set_b
union = set_a | set_b
return len(intersection) / len(union) if union else 0.0
async def analyze(self, token_address: str, chain: str) -> ContractDiffReport:
"""Run contract diff analysis on a token."""
await self._ensure_init()
report = ContractDiffReport(token_address=token_address, chain=chain)
try:
bytecode = await self._fetch_bytecode(token_address, chain)
if not bytecode:
report.warnings.append("Could not fetch contract bytecode")
return report
# Hash the bytecode
report.bytecode_hash = self._hash_bytecode(bytecode)
report.runtime_bytecode_hash = hashlib.sha256(bytecode.lower().replace("0x", "").encode()).hexdigest()
# Extract function selectors
report.function_selectors = self._extract_selectors(bytecode)
report.selector_count = len(report.function_selectors)
# Check for dangerous functions
report.dangerous_functions = self._find_dangerous_functions(report.function_selectors)
# Check against known rug patterns
rug_patterns = self._scan_rug_patterns(bytecode)
# Check bytecode hash against known rug contracts
if report.bytecode_hash in self._rug_hashes:
match = self._rug_hashes[report.bytecode_hash]
report.is_clone = True
report.clone_of = match["address"]
report.clone_similarity = 1.0
report.known_rug_matches.append(
{
"type": "exact_hash_match",
"address": match["address"],
"name": match.get("name", "unknown"),
"flagged_as": match.get("flagged_as", "rug"),
"collection": match.get("collection", ""),
}
)
# Compute selector similarity against known rug contracts
for bhash, info in self._rug_hashes.items():
if bhash == report.bytecode_hash:
continue # Already handled above
other_selectors = info.get("selectors", [])
if other_selectors:
sim = self._compute_similarity(report.function_selectors, other_selectors)
if sim > 0.7: # High similarity threshold
report.known_rug_matches.append(
{
"type": "selector_similarity",
"address": info["address"],
"name": info.get("name", "unknown"),
"flagged_as": info.get("flagged_as", "rug"),
"similarity": round(sim, 3),
"collection": info.get("collection", ""),
}
)
if sim > report.clone_similarity:
report.clone_similarity = sim
report.clone_of = info["address"]
# RAG citations
try:
from app.scanners.rag_citations import query_rag_citations
report.citations = await query_rag_citations(
topic=f"contract clone rug pattern {report.bytecode_hash[:8]}",
chain=chain,
scanner_type="contract_diff",
max_citations=3,
min_similarity=0.3,
)
except Exception as e:
logger.debug(f"Citation lookup failed: {e}")
# Compute risk score
risk_score = 0.0
# Exact hash match = instant high risk
if report.is_clone and any(m.get("type") == "exact_hash_match" for m in report.known_rug_matches):
risk_score += 60.0
# High selector similarity
if report.clone_similarity > 0.8:
risk_score += 30.0
elif report.clone_similarity > 0.5:
risk_score += 15.0
# Dangerous functions
danger_weight = {
"withdraw": 10,
"withdrawAll": 15,
"drain": 20,
"setOwner": 10,
"mint": 8,
"upgradeTo": 12,
}
for df in report.dangerous_functions:
for key, weight in danger_weight.items():
if key.lower() in df.lower():
risk_score += weight
break
# Rug bytecode patterns
if rug_patterns:
risk_score += min(len(rug_patterns) * 5, 25)
# Multiple known rug matches
if len(report.known_rug_matches) >= 3:
risk_score += 15
report.risk_score = min(risk_score, 100)
if report.risk_score >= 70:
report.risk_level = "CRITICAL"
elif report.risk_score >= 40:
report.risk_level = "HIGH"
elif report.risk_score >= 20:
report.risk_level = "MEDIUM"
else:
report.risk_level = "LOW"
# Warnings
if report.is_clone:
report.warnings.append(
f"Contract bytecode matches known {report.known_rug_matches[0].get('flagged_as', 'rug')} "
f"contract at {report.clone_of}"
)
if report.clone_similarity > 0.7 and not report.is_clone:
report.warnings.append(
f"Contract selectors {report.clone_similarity:.0%} similar to known rug at {report.clone_of}"
)
if report.dangerous_functions:
report.warnings.append(f"Dangerous functions detected: {', '.join(report.dangerous_functions[:3])}")
if rug_patterns:
report.warnings.append(f"Rug-pattern bytecode markers found: {', '.join(rug_patterns[:3])}")
# Enhance warnings with RAG citations
try:
from app.scanners.rag_citations import build_citation_string
if report.citations and report.warnings:
cit_str = build_citation_string(report.citations)
report.warnings[-1] += f" {cit_str}"
except Exception:
pass
except Exception as e:
logger.error(f"Contract diff analysis failed: {e}")
report.warnings.append(f"Analysis error: {str(e)[:100]}")
return report
# Chain name → chain ID mapping for EVM chains
CHAIN_TO_ID = {
"ethereum": 1,
"eth": 1,
"bsc": 56,
"bnb": 56,
"polygon": 137,
"matic": 137,
"base": 8453,
"arbitrum": 42161,
"arb": 42161,
"optimism": 10,
"op": 10,
"avalanche": 43114,
"avax": 43114,
"fantom": 250,
"ftm": 250,
}
async def _fetch_bytecode(self, address: str, chain: str) -> str | None:
"""Fetch contract bytecode from RPC using consensus client."""
chain_lower = chain.lower()
# Solana: program data via cached consensus RPC
if chain_lower == "solana":
try:
from app.caching_shield.rpc_cache import get_rpc_cache
cache = get_rpc_cache()
result = await cache.get_account_info(address, chain="solana")
if result and result.value:
# Solana account data is base64-encoded in value.data[0]
account_data = result.value
if isinstance(account_data, dict):
data_arr = account_data.get("data", [])
if isinstance(data_arr, list) and data_arr:
# Return the base64-encoded program data
return data_arr[0] if data_arr[1] == "base64" else str(data_arr[0])
return str(account_data)
except Exception as e:
logger.debug(f"Solana account info fetch failed: {e}")
return None
# EVM chains: eth_getCode via consensus RPC
chain_id = self.CHAIN_TO_ID.get(chain_lower)
if not chain_id:
logger.warning(f"Unknown EVM chain for bytecode fetch: {chain}")
return None
try:
from app.caching_shield.rpc_cache import get_rpc_cache
cache = get_rpc_cache()
result = await cache.query_with_cache(
method="eth_getCode",
params=[address, "latest"],
chain=str(chain_id),
)
code_hex = result.value if result else None
if code_hex and code_hex != "0x" and len(str(code_hex)) > 10:
logger.info(
f"Got bytecode for {address} on {chain} (confidence={result.confidence}%, sources={result.response_count})"
)
return code_hex
logger.debug(f"eth_getCode returned empty for {address} on {chain}")
except Exception as e:
logger.debug(f"Consensus RPC bytecode fetch failed: {e}")
# Fallback: direct public RPC call
try:
import httpx
rpc_urls = {
1: "https://ethereum-rpc.publicnode.com",
56: "https://bsc-rpc.publicnode.com",
137: "https://polygon-rpc.publicnode.com",
8453: "https://base-rpc.publicnode.com",
42161: "https://arbitrum-rpc.publicnode.com",
10: "https://optimism-rpc.publicnode.com",
}
url = rpc_urls.get(chain_id)
if url:
async with httpx.AsyncClient(timeout=15) as client:
resp = await client.post(
url,
json={
"jsonrpc": "2.0",
"method": "eth_getCode",
"params": [address, "latest"],
"id": 1,
},
)
data = resp.json()
code = data.get("result", "0x")
if code and code != "0x" and len(code) > 10:
logger.info(f"Got bytecode via fallback RPC for {address}")
return code
except Exception as e:
logger.debug(f"Fallback RPC failed: {e}")
return None
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