From 23f04a9e551db6c03102d1d60c4246fad64b750a Mon Sep 17 00:00:00 2001 From: Tayfun Sur Date: Thu, 15 Feb 2024 11:26:06 +0300 Subject: [PATCH 01/14] Update Dockerfile --- malicious-token-contract-ml-py/Dockerfile | 33 +++++++++++++---------- 1 file changed, 19 insertions(+), 14 deletions(-) diff --git a/malicious-token-contract-ml-py/Dockerfile b/malicious-token-contract-ml-py/Dockerfile index c75bedb2..1fb28246 100644 --- a/malicious-token-contract-ml-py/Dockerfile +++ b/malicious-token-contract-ml-py/Dockerfile @@ -1,26 +1,31 @@ # Build stage: compile Python dependencies FROM ubuntu:focal as builder RUN apt-get update -y && apt-get upgrade -y -RUN apt-get install -y python3 pip -RUN python3 -m pip install --upgrade pip +RUN apt-get install -y software-properties-common +RUN add-apt-repository -y ppa:deadsnakes/ppa +RUN apt-get install -y python3.10 python3.10-distutils +RUN apt-get install -y python3-pip +RUN apt-get install -y build-essential libffi-dev python3.10-dev # for building C extensions +RUN apt-get install -y wget +RUN wget https://bootstrap.pypa.io/get-pip.py +RUN python3.10 get-pip.py COPY requirements.txt ./ -RUN python3 -m pip install --user -r requirements.txt +COPY forta_bot-0.2.0.tar.gz ./ +RUN python3.10 -m pip install --user -r requirements.txt -# Final stage: copy over Python dependencies and install production Node dependencies +# Final stage: copy over Python dependencies FROM ubuntu:focal -# this python version should match the build stage python version RUN apt-get update -RUN apt-get -y install curl gnupg -RUN curl -sL https://deb.nodesource.com/setup_14.x | bash - -RUN apt-get -y install nodejs +RUN apt-get install -y software-properties-common +RUN add-apt-repository -y ppa:deadsnakes/ppa +RUN apt-get install -y python3.10 COPY --from=builder /root/.local /root/.local ENV PATH=/root/.local:$PATH -ENV NODE_ENV=production -# Uncomment the following line to enable agent logging +ENV FORTA_ENV=production +ENV PYTHONUNBUFFERED=1 LABEL "network.forta.settings.agent-logs.enable"="true" WORKDIR /app -COPY ./malicious_token_model_02_07_23_exp6.joblib ./ +COPY malicious_non_token_model_02_07_23_exp6.joblib ./ +COPY LICENSE.md ./ COPY ./src ./src -COPY package*.json ./ -RUN npm ci --production -CMD [ "npm", "run", "start:prod" ] +CMD ["python3.10", "./src/agent.py"] From edaf828fc787894b754b7074169e4d56e44c4f51 Mon Sep 17 00:00:00 2001 From: Tayfun Sur Date: Thu, 15 Feb 2024 11:26:17 +0300 Subject: [PATCH 02/14] Add License --- malicious-token-contract-ml-py/LICENSE.md | 34 +++++++++++++++++++++++ 1 file changed, 34 insertions(+) create mode 100644 malicious-token-contract-ml-py/LICENSE.md diff --git a/malicious-token-contract-ml-py/LICENSE.md b/malicious-token-contract-ml-py/LICENSE.md new file mode 100644 index 00000000..03e2e8f7 --- /dev/null +++ b/malicious-token-contract-ml-py/LICENSE.md @@ -0,0 +1,34 @@ +## Forta Bot License 1.0 + +This Detection Bot License (“Agreement”) governs your use of the detection bot script and associated documentation files made available by each applicable Developer (as defined below) through the Forta Network (“Detection Bot”). The “Forta Network” means +the collection of smart contracts found at https://github.com/forta-network/forta-contracts that are in production on the Polygon blockchain from time to time. + +1. Detection Bot License. + (a) The legal person or entity controlling the blockchain address listed as the “Owner” of the Detection Bot (“Developer”) hereby grants you a perpetual (subject to Sections 2 and 6), worldwide, non-exclusive, non-transferable, non-sublicensable, right to access and use the Detection Bot solely in connection with participating in the Forta Network, including, without limitation, to run the Detection Bot on a node in the Forta Network, in accordance with the terms of this Agreement. + +(b) The Developer hereby grants you a perpetual (subject to Sections 2 and 6), worldwide, non-exclusive, non-transferable, sublicensable, right to access and use any alerts or other data generated by the Detection Bot (the “Detection Bot Results”), in accordance with the terms of this Agreement. + +(c) This license shall apply to the Detection Bot so long as it is registered in the Forta Network bot registry smart contract, currently found at the blockchain address 0x61447385B019187daa48e91c55c02AF1F1f3F863, as may be updated from time to time, and has sufficient FORT staked in the Forta Network staking contract, currently found at 0xd2863157539b1D11F39ce23fC4834B62082F6874, as may be updated from time to time. + +(d) The foregoing licenses are contingent on the payment of applicable fees, if any, published or stated at docs.forta.network. You agree to comply with the terms and conditions of any subscription level or fee tier you select and for clarity, any breach thereof shall constitute a material breach of this Agreement and the licenses contained in this Agreement shall immediately terminate in accordance with Section 6 below. For the avoidance of doubt, you are not authorized to make the Detection Bot available to third parties or to sell or otherwise distribute the Detection Bot Results, other than in accordance with your subscription level or fee tier. + +(e) You acknowledge that the Detection Bot and Detection Bot Results, and all intellectual property rights therein, including those rights now known or hereafter developed or discovered, are the exclusive property of Developer or its licensors and that the license contemplated herein grants you no title or rights of ownership in the Detection Bot or Detection Bot Results or any components thereof or any other right or license to the foregoing, other than as explicitly set forth herein. Notwithstanding anything to the contrary in this Agreement, the Detection Bot may include software components provided by a third party that are subject to separate license terms, in which case those license terms will govern such software components. + +2. Availability of the Detection Bot. + Developer reserves the right to change, revise, update, suspend, discontinue, or otherwise modify the Detection Bot at any time, which may impact the Detection Bot Results. You agree that Developer has no liability whatsoever for any loss or damage caused by your inability to access or use the Detection Bot or Detection Bot Results. Nothing in this Agreement will be construed to obligate Developer to maintain or support the Detection Bot or to supply any corrections, updates, or releases in connection therewith. + +3. Assumption of Risk. + (a) You acknowledge that there are risks associated with the Detection Bot, including that the Detection Bot Results may not be accurate, and you expressly acknowledge and assume all risks. You further acknowledge that Developer cannot confirm the accuracy of the Detection Bot Results and Developer therefore is not responsible for any consequences related to or negative impacts arising from inaccurate, false, or incomplete Detection Bot Results. You understand and agree that the Detection Bot and Detection Bot Results are offered on a purely non-reliance basis and at your own risk. You further acknowledge that the Detection Bot and Detection Bot Results are offered through the Forta Network, which is a decentralized network of independent node operators and other bot developers that interact on a public blockchain over which Developer has no control. + +(b) You acknowledge that the regulatory regime governing blockchain technologies is uncertain and continually evolving, and new laws, regulations or policies may negatively impact the potential utility of the Detection Bot or Detection Bot Results, and you assume such risk. + +4. Release. + You hereby release Developer from any liability, loss or damage of any nature arising from any risk you assume pursuant to this section, as well as from any liability, loss or damage arising from use of the Detection Bot or reliance on the Detection Bot Results. + +5. Limitation of Liability. + (a) DISCLAIMER. THE DETECTION BOT AND DETECTION BOT RESULTS ARE EACH PROVIDED ON AN “AS IS” AND “AS AVAILABLE” BASIS. YOU AGREE THAT YOUR USE OF THE DETECTION BOT AND DETECTION BOT RESULTS WILL BE AT YOUR SOLE RISK. TO THE FULLEST EXTENT PERMITTED BY LAW, DEVELOPER DISCLAIMS ALL WARRANTIES OF ANY KIND, EXPRESS OR IMPLIED, IN CONNECTION WITH THE DETECTION BOT AND THE DETECTION BOT RESULTS AND YOUR USE THEREOF, INCLUDING, BUT NOT LIMITED TO, IMPLIED WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE, NONINFRINGEMENT OR TECHNICAL OPERATION OR PERFORMANCE. DEVELOPER ALSO MAKES NO WARRANTIES OR REPRESENTATIONS ABOUT THE ACCURACY OR COMPLETENESS OF THE DETECTION BOT RESULTS. + +(b) NO CONSEQUENTIAL DAMAGES. IN NO EVENT SHALL DEVELOPER BE LIABLE TO YOU UNDER THIS AGREEMENT (WHETHER IN TORT, IN STRICT LIABILITY, IN CONTRACT, OR OTHERWISE) FOR ANY (I) INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES, INCLUDING DAMAGES FOR LOST PROFITS, EVEN IF DEVELOPER HAS BEEN ADVISED OF THE POSSIBILITY OF SUCH DAMAGES, OR (II) DAMAGES THAT EXCEED $100. THE EXISTENCE OF MORE THAN ONE CLAIM WILL NOT ENLARGE OR EXTEND THESE LIMITS. + +6. Termination. + If you materially breach this Agreement or if you violate any applicable law or regulation, you acknowledge you are prohibited from using the Detection Bot or Detection Bot results thereafter, even if you may be acting on behalf of a third party. From fd1733c43273ed075c986fb206f69eb5e24356d6 Mon Sep 17 00:00:00 2001 From: Tayfun Sur Date: Thu, 15 Feb 2024 11:26:33 +0300 Subject: [PATCH 03/14] Update package.json --- .../package-lock.json | 1873 +++++------------ malicious-token-contract-ml-py/package.json | 66 +- 2 files changed, 516 insertions(+), 1423 deletions(-) diff --git a/malicious-token-contract-ml-py/package-lock.json b/malicious-token-contract-ml-py/package-lock.json index a2d35ffa..a9da6317 100644 --- a/malicious-token-contract-ml-py/package-lock.json +++ b/malicious-token-contract-ml-py/package-lock.json @@ -1,869 +1,166 @@ { - "name": "malicious-token-contract-ml", - "version": "1.0.3", + "name": "malicious-token-contract-ml-v2-beta", + "version": "0.1.0", "lockfileVersion": 3, "requires": true, "packages": { "": { - "name": "malicious-token-contract-ml", - "version": "1.0.3", - "hasInstallScript": true, - "dependencies": { - "forta-agent": "^0.1.33" - }, - "devDependencies": { - "nodemon": "^3.0.2" - } - }, - "node_modules/@ethersproject/abi": { - 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"name": "malicious-token-contract-ml", - "version": "1.0.3", + "name": "malicious-token-contract-ml-v2-beta", + "displayName": "Malicious Token Contract ML V2 Beta", + "version": "0.1.0", "repository": "https://github.com/forta-network/starter-kits/tree/main/malicious-token-contract-ml-py", "description": "Malicious Token Contract Detection Bot", "chainIds": [ 1, - 56, - 137, - 43114, - 42161, - 10, - 250 + 8453 ], "chainSettings": { "1": { - "shards": 3, - "target": 2 - }, - "56": { - "shards": 5, - "target": 2 - }, - "137": { - "shards": 5, - "target": 2 + "shards": 6, + "target": 3 }, "default": { - "shards": 2, - "target": 2 + "shards": 4, + "target": 3 } }, "scripts": { "postinstall": "python3 -m pip install -r requirements_dev.txt", "start": "npm run start:dev", - "start:dev": "nodemon --watch src --watch forta.config.json -e py --exec \"forta-agent run\"", - "start:prod": "forta-agent run --prod", - "tx": "forta-agent run --tx", - "block": "forta-agent run --block", - "range": "forta-agent run --range", - "alert": "forta-agent run --alert", - "sequence": "forta-agent run --sequence", - "file": "forta-agent run --file", - "publish": "forta-agent publish", - "info": "forta-agent info", - "logs": "forta-agent logs", - "push": "forta-agent push", - "disable": "forta-agent disable", - "enable": "forta-agent enable", - "keyfile": "forta-agent keyfile", - "stake": "forta-agent stake", + "start:dev": "nodemon --watch src --watch forta.config.json -e py --exec \"python3 ./src/agent.py\"", + "start:prod": "node ./src/agent.js", + "tx": "forta-bot run --tx", + "block": "forta-bot run --block", + "range": "forta-bot run --range", + "alert": "forta-bot run --alert", + "sequence": "forta-bot run --sequence", + "file": "forta-bot run --file", + "publish": "forta-bot publish", + "info": "forta-bot info", + "logs": "forta-bot logs", + "push": "forta-bot push", + "disable": "forta-bot disable", + "enable": "forta-bot enable", + "keyfile": "forta-bot keyfile", + "stake": "forta-bot stake", "test": "python3 -m pytest" }, - "dependencies": { - "forta-agent": "^0.1.33" - }, "devDependencies": { - "nodemon": "^3.0.2" + "forta-bot-cli": "file:forta-bot-cli-0.2.0.tgz", + "nodemon": "^3.0.3" } } From 8f5812b281b452ec28207cafddea23582599a7d8 Mon Sep 17 00:00:00 2001 From: Tayfun Sur Date: Thu, 15 Feb 2024 11:26:40 +0300 Subject: [PATCH 04/14] Update requirements --- malicious-token-contract-ml-py/requirements.txt | 2 +- malicious-token-contract-ml-py/requirements_dev.txt | 1 + 2 files changed, 2 insertions(+), 1 deletion(-) diff --git a/malicious-token-contract-ml-py/requirements.txt b/malicious-token-contract-ml-py/requirements.txt index 49d1aeec..c38231a8 100644 --- a/malicious-token-contract-ml-py/requirements.txt +++ b/malicious-token-contract-ml-py/requirements.txt @@ -1,4 +1,4 @@ -forta_agent>=0.1.17 +forta_bot-0.2.0.tar.gz setuptools>=61.3.1 hexbytes>=0.2.2 evmdasm>=0.1.10 diff --git a/malicious-token-contract-ml-py/requirements_dev.txt b/malicious-token-contract-ml-py/requirements_dev.txt index 87aa80ad..0e6855a0 100644 --- a/malicious-token-contract-ml-py/requirements_dev.txt +++ b/malicious-token-contract-ml-py/requirements_dev.txt @@ -1,3 +1,4 @@ -r requirements.txt pytest==7.2.1 pytest-env==0.6.2 +pytest-asyncio==0.23.4 From 38dafce08444059d7cec3d06ab1bb1408188f94c Mon Sep 17 00:00:00 2001 From: Tayfun Sur Date: Thu, 15 Feb 2024 11:26:50 +0300 Subject: [PATCH 05/14] Update the logic to comply with v2 version --- malicious-token-contract-ml-py/src/agent.py | 122 +++++++++++--------- 1 file changed, 65 insertions(+), 57 deletions(-) diff --git a/malicious-token-contract-ml-py/src/agent.py b/malicious-token-contract-ml-py/src/agent.py index c5739576..b0798de0 100644 --- a/malicious-token-contract-ml-py/src/agent.py +++ b/malicious-token-contract-ml-py/src/agent.py @@ -1,34 +1,30 @@ -import forta_agent +import asyncio import rlp -from forta_agent import get_json_rpc_url, EntityType +from forta_bot import scan_base, scan_ethereum, run_health_check, get_chain_id, TransactionEvent, EntityType from joblib import load from evmdasm import EvmBytecode -from web3 import Web3 +from web3 import AsyncWeb3 from os import environ - -from src.constants import ( +from constants import ( BYTE_CODE_LENGTH_THRESHOLD, MODEL_THRESHOLD, SAFE_CONTRACT_THRESHOLD, ) -from src.findings import TokenContractFindings -from src.logger import logger -from src.utils import ( +from findings import TokenContractFindings +from logger import logger +from utils import ( get_features, get_storage_addresses, is_contract, ) -from src.storage import get_secrets - -SECRETS_JSON = get_secrets() +from storage import get_secrets -web3 = Web3(Web3.HTTPProvider(get_json_rpc_url())) ML_MODEL = None -def initialize(): +async def initialize(): """ this function loads the ml model. """ @@ -38,25 +34,35 @@ def initialize(): logger.info("Complete loading model") global CHAIN_ID - CHAIN_ID = web3.eth.chain_id + CHAIN_ID = get_chain_id() + print("Chain ID: ", CHAIN_ID) + SECRETS_JSON = await get_secrets() environ["ZETTABLOCK_API_KEY"] = SECRETS_JSON["apiKeys"]["ZETTABLOCK"] +def calc_contract_address(w3, address, nonce) -> str: + """ + this function calculates the contract address from sender/nonce + :return: contract address: str + """ + + address_bytes = bytes.fromhex(address[2:].lower()) + return w3.to_checksum_address(w3.keccak(rlp.encode([address_bytes, nonce]))[-20:]) -def exec_model(w3, opcodes: str, contract_creator: str) -> tuple: +async def exec_model(w3, opcodes: str, contract_creator: str) -> tuple: """ this function executes the model to obtain the score for the contract :return: score: float """ score = None - features, opcode_addresses = get_features(w3, opcodes, contract_creator) + features, opcode_addresses = await get_features(w3, opcodes, contract_creator) score = ML_MODEL.predict_proba([features])[0][1] return score, opcode_addresses -def detect_malicious_token_contract_tx( - w3, transaction_event: forta_agent.transaction_event.TransactionEvent +async def detect_malicious_token_contract_tx( + w3, transaction_event: TransactionEvent ) -> list: malicious_findings = [] safe_findings = [] @@ -75,7 +81,7 @@ def detect_malicious_token_contract_tx( contract_address = calc_contract_address(w3, trace.action.from_, nonce) else: # For contracts creating other contracts, get the nonce using Web3 - nonce = w3.eth.getTransactionCount(Web3.toChecksumAddress(trace.action.from_), transaction_event.block_number) + nonce = await w3.eth.getTransactionCount(w3.to_checksum_address(trace.action.from_), transaction_event.block_number) contract_address = calc_contract_address(w3, trace.action.from_, nonce - 1) logger.warn( @@ -83,11 +89,12 @@ def detect_malicious_token_contract_tx( ) # creation bytecode contains both initialization and run-time bytecode. creation_bytecode = trace.action.init - for finding in detect_malicious_token_contract( + for finding in await detect_malicious_token_contract( w3, trace.action.from_, created_contract_address, creation_bytecode, + transaction_event=transaction_event ): if finding.alert_id == "SUSPICIOUS-TOKEN-CONTRACT-CREATION": malicious_findings.append(finding) @@ -99,14 +106,15 @@ def detect_malicious_token_contract_tx( created_contract_address = calc_contract_address( w3, transaction_event.from_, nonce ) - runtime_bytecode = w3.eth.get_code( - Web3.toChecksumAddress(created_contract_address) - ).hex() - for finding in detect_malicious_token_contract( + runtime_bytecode = (await w3.eth.get_code( + w3.to_checksum_address(created_contract_address) + )).hex() + for finding in await detect_malicious_token_contract( w3, transaction_event.from_, created_contract_address, runtime_bytecode, + transaction_event=transaction_event ): if finding.alert_id == "SUSPICIOUS-TOKEN-CONTRACT-CREATION": malicious_findings.append(finding) @@ -117,7 +125,7 @@ def detect_malicious_token_contract_tx( return (malicious_findings + safe_findings)[:10] -def detect_malicious_token_contract(w3, from_, created_contract_address, code) -> list: +async def detect_malicious_token_contract(w3, from_, created_contract_address, code, transaction_event=TransactionEvent) -> list: findings = [] if created_contract_address is not None: @@ -127,9 +135,9 @@ def detect_malicious_token_contract(w3, from_, created_contract_address, code) - except Exception as e: logger.warn(f"Error disassembling evm bytecode: {e}") # obtain all the addresses contained in the created contract and propagate to the findings - storage_addresses = get_storage_addresses(w3, created_contract_address) - model_score, opcode_addresses = exec_model(w3, opcodes, from_) - from_label_type = "contract" if is_contract(w3, from_) else "eoa" + storage_addresses = await get_storage_addresses(w3, created_contract_address) + model_score, opcode_addresses = await exec_model(w3, opcodes, from_) + from_label_type = "contract" if await is_contract(w3, from_) else "eoa" finding = TokenContractFindings( from_, created_contract_address, @@ -138,7 +146,7 @@ def detect_malicious_token_contract(w3, from_, created_contract_address, code) - MODEL_THRESHOLD, ) if model_score is not None: - from_label_type = "contract" if is_contract(w3, from_) else "eoa" + from_label_type = "contract" if await is_contract(w3, from_) else "eoa" labels = [ { "entity": created_contract_address, @@ -176,6 +184,7 @@ def detect_malicious_token_contract(w3, from_, created_contract_address, code) - finding.malicious_contract_creation( CHAIN_ID, labels, + transaction_event.hash ) ) elif model_score <= SAFE_CONTRACT_THRESHOLD: @@ -199,37 +208,36 @@ def detect_malicious_token_contract(w3, from_, created_contract_address, code) - finding.safe_contract_creation( CHAIN_ID, labels, + transaction_event.hash ) ) else: - findings.append(finding.non_malicious_contract_creation()) + findings.append(finding.non_malicious_contract_creation(CHAIN_ID, transaction_event.hash)) return findings - -def calc_contract_address(w3, address, nonce) -> str: - """ - this function calculates the contract address from sender/nonce - :return: contract address: str - """ - - address_bytes = bytes.fromhex(address[2:].lower()) - return Web3.toChecksumAddress(Web3.keccak(rlp.encode([address_bytes, nonce]))[-20:]) - - -def provide_handle_transaction(w3): - def handle_transaction( - transaction_event: forta_agent.transaction_event.TransactionEvent, - ) -> list: - return detect_malicious_token_contract_tx(w3, transaction_event) - - return handle_transaction - - -real_handle_transaction = provide_handle_transaction(web3) - - -def handle_transaction( - transaction_event: forta_agent.transaction_event.TransactionEvent, -): - return real_handle_transaction(transaction_event) +async def handle_transaction(transaction_event: TransactionEvent, web3: AsyncWeb3.AsyncHTTPProvider) -> list: + return await detect_malicious_token_contract_tx(web3, transaction_event) + +async def main(): + await initialize() + + await asyncio.gather( + scan_ethereum({ + 'rpc_url': "https://eth-mainnet.g.alchemy.com/v2", + 'rpc_key_id': "ebbd1b21-4e72-4d80-b4f9-f605fee5eb68", + 'local_rpc_url': "1", + 'handle_transaction': handle_transaction + }), + scan_base({ + 'rpc_url': "https://base-mainnet.g.alchemy.com/v2", + 'rpc_key_id': "85f8e757-1120-49eb-936a-7ee0aee57659", + 'local_rpc_url': "8453", + 'handle_transaction': handle_transaction + }), + run_health_check() + ) + + +if __name__ == "__main__": + asyncio.run(main()) From 6ab737a759faf1785fe0e2efd87eb50df7b0726f Mon Sep 17 00:00:00 2001 From: Tayfun Sur Date: Thu, 15 Feb 2024 11:27:02 +0300 Subject: [PATCH 06/14] Update storage.py to work with aiohttp --- malicious-token-contract-ml-py/src/storage.py | 42 ++++++++++--------- 1 file changed, 22 insertions(+), 20 deletions(-) diff --git a/malicious-token-contract-ml-py/src/storage.py b/malicious-token-contract-ml-py/src/storage.py index cf848f86..3e276894 100644 --- a/malicious-token-contract-ml-py/src/storage.py +++ b/malicious-token-contract-ml-py/src/storage.py @@ -1,32 +1,34 @@ -import forta_agent +import forta_bot import json -import requests +import aiohttp import os owner_db = "https://research.forta.network/database/owner/" -test_mode = "main" if 'NODE_ENV' in os.environ and 'production' in os.environ.get( - 'NODE_ENV') else "test" +test_mode = "main" if 'FORTA_ENV' in os.environ and 'production' in os.environ.get( + 'FORTA_ENV') else "test" - -def _token(): - tk = forta_agent.fetch_jwt({}) +async def _token(): + tk = await forta_bot.fetch_jwt() return {"Authorization": f"Bearer {tk}"} - -def _load_json(key: str) -> object: +async def _load_json(key: str) -> object: if test_mode == "test": - # loading json from local file secrets.json with open("secrets.json") as f: return json.load(f) else: - res = requests.get(f"{owner_db}{key}", headers=_token()) - if res.status_code == 200: - return res.json() - else: - raise Exception( - f"error loading json from owner db: {res.status_code}, {res.text}") - - -def get_secrets(): - return _load_json("secrets.json") + async with aiohttp.ClientSession() as session: + async with session.get(f"{owner_db}{key}", headers=await _token()) as res: + if res.status == 200: + try: + # Attempt to parse the response as JSON regardless of the Content-Type + return await res.json(content_type=None) + except json.JSONDecodeError: + raise Exception("Failed to decode JSON response") + else: + raise Exception( + f"error loading json from owner db: {res.status}, {await res.text()}") + + +async def get_secrets(): + return await _load_json("secrets.json") From a1e31f34c23cdbc4d297c8dca59cd0b35fd77bf4 Mon Sep 17 00:00:00 2001 From: Tayfun Sur Date: Thu, 15 Feb 2024 11:27:25 +0300 Subject: [PATCH 07/14] Make mock funcs async --- malicious-token-contract-ml-py/src/web3_mock.py | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/malicious-token-contract-ml-py/src/web3_mock.py b/malicious-token-contract-ml-py/src/web3_mock.py index 6b170702..1be84d99 100644 --- a/malicious-token-contract-ml-py/src/web3_mock.py +++ b/malicious-token-contract-ml-py/src/web3_mock.py @@ -21,13 +21,13 @@ def __init__(self): self.contract = ContractMock() self.chain_id = 1 - def get_transaction_count(self, address): + async def get_transaction_count(self, address): if address == EOA_ADDRESS: return 9 else: return 0 - def get_storage_at(self, address, position): + async def get_storage_at(self, address, position): if address == EOA_ADDRESS: return HexBytes( "0x0000000000000000000000000000000000000000000000000000000000000000" @@ -45,7 +45,7 @@ def get_storage_at(self, address, position): "0x0000000000000000000000000000000000000000000000000000000000000000" ) - def get_code(self, address): + async def get_code(self, address): if address == CONTRACT_NO_ADDRESS: return HexBytes( "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" @@ -86,5 +86,5 @@ class FunctionsMock: def __init__(self): self.return_value = None - def call(self, *_, **__): + async def call(self, *_, **__): return self.return_value From c3d15819399c4fe6e4c09413623faee93a618532 Mon Sep 17 00:00:00 2001 From: Tayfun Sur Date: Thu, 15 Feb 2024 11:27:35 +0300 Subject: [PATCH 08/14] Add source to findings --- .../src/findings.py | 45 ++++++++++++------- 1 file changed, 28 insertions(+), 17 deletions(-) diff --git a/malicious-token-contract-ml-py/src/findings.py b/malicious-token-contract-ml-py/src/findings.py index 96be5a46..0795f1f5 100644 --- a/malicious-token-contract-ml-py/src/findings.py +++ b/malicious-token-contract-ml-py/src/findings.py @@ -1,8 +1,7 @@ -from forta_agent import Finding, FindingType, FindingSeverity +from forta_bot import Finding, FindingType, FindingSeverity from bot_alert_rate import calculate_alert_rate, ScanCountType -BOT_ID = "0x887678a85e645ad060b2f096812f7c71e3d20ed6ecf5f3acde6e71baa4cf86ad" - +BOT_ID = "0xf0490edadc1cd6eb2cc02e78508fbbcd6e08ea835a8fef0e399b336017fee3c8" class TokenContractFindings: def __init__( @@ -26,20 +25,21 @@ def malicious_contract_creation( self, chain_id: int, labels: list, + tx_hash: str, ) -> Finding: scan_count_type = ScanCountType.CONTRACT_CREATION_COUNT custom_scan_count = None - if chain_id in [43114, 10, 250]: + if chain_id in [43114, 10, 250, 8453]: scan_count_type = ScanCountType.CUSTOM_SCAN_COUNT custom_scan_count = 500_000 - self.metadata["anomaly_score"] = calculate_alert_rate( + self.metadata["anomaly_score"] = str(calculate_alert_rate( chain_id, BOT_ID, "SUSPICIOUS-TOKEN-CONTRACT-CREATION", scan_count_type, custom_scan_count, - ) + )) self.label = labels return Finding( { @@ -50,6 +50,10 @@ def malicious_contract_creation( "severity": FindingSeverity.High, "metadata": self.metadata, "labels": self.labels, + 'source': { + 'chains': [{'chainId': chain_id}], + 'transactions': [{'chainId': chain_id, 'hash': tx_hash}] + } } ) @@ -57,18 +61,18 @@ def safe_contract_creation( self, chain_id: int, labels: list, + tx_hash: str, ) -> Finding: self.label = labels - if chain_id not in [43114, 10, 250]: - self.metadata["anomaly_score"] = ( - calculate_alert_rate( + if chain_id not in [43114, 10, 250, 8453]: + self.metadata["anomaly_score"] = str(calculate_alert_rate( chain_id, BOT_ID, "SAFE-TOKEN-CONTRACT-CREATION", ScanCountType.CONTRACT_CREATION_COUNT, - ), - ) + )) + return Finding( { "name": "Safe Token Contract Creation", @@ -78,19 +82,22 @@ def safe_contract_creation( "severity": FindingSeverity.Info, "metadata": self.metadata, "labels": self.labels, + 'source': { + 'chains': [{'chainId': chain_id}], + 'transactions': [{'chainId': chain_id, 'hash': tx_hash}] + } } ) - def non_malicious_contract_creation(self, chain_id: int) -> Finding: - if chain_id not in [43114, 10, 250]: - self.metadata["anomaly_score"] = ( - calculate_alert_rate( + def non_malicious_contract_creation(self, chain_id: int, tx_hash: str) -> Finding: + if chain_id not in [43114, 10, 250, 8453]: + self.metadata["anomaly_score"] = str(calculate_alert_rate( chain_id, BOT_ID, "NON-MALICIOUS-TOKEN-CONTRACT-CREATION", ScanCountType.CONTRACT_CREATION_COUNT, - ), - ) + )) + return Finding( { "name": "Non-malicious Token Contract Creation", @@ -100,5 +107,9 @@ def non_malicious_contract_creation(self, chain_id: int) -> Finding: "severity": FindingSeverity.Info, "metadata": self.metadata, "labels": self.labels, + 'source': { + 'chains': [{'chainId': chain_id}], + 'transactions': [{'chainId': chain_id, 'hash': tx_hash}] + } } ) From 50ccafd23904a28b6ab8dd65c76888861a05aa54 Mon Sep 17 00:00:00 2001 From: Tayfun Sur Date: Thu, 15 Feb 2024 11:27:40 +0300 Subject: [PATCH 09/14] Amend tests --- .../src/agent_test.py | 128 ++++++++++-------- 1 file changed, 74 insertions(+), 54 deletions(-) diff --git a/malicious-token-contract-ml-py/src/agent_test.py b/malicious-token-contract-ml-py/src/agent_test.py index 74c1e03d..01def881 100644 --- a/malicious-token-contract-ml-py/src/agent_test.py +++ b/malicious-token-contract-ml-py/src/agent_test.py @@ -1,7 +1,9 @@ -from forta_agent import FindingSeverity, create_transaction_event +from forta_bot import FindingSeverity, create_transaction_event import agent +import pytest from evmdasm import EvmBytecode + from web3_mock import ( BENIGN_CONTRACT, CONTRACT_NO_ADDRESS, @@ -13,87 +15,102 @@ SHORT_CONTRACT, Web3Mock, ) +from unittest.mock import patch +from web3 import AsyncWeb3 w3 = Web3Mock() - +w3.to_checksum_address = AsyncWeb3.to_checksum_address +w3.keccak = AsyncWeb3.keccak class TestMaliciousSmartContractML: - def test_is_contract_eoa(self): - assert not agent.is_contract( + @pytest.mark.asyncio + async def test_is_contract_eoa(self): + assert not await agent.is_contract( w3, EOA_ADDRESS ), "EOA shouldn't be identified as a contract" - def test_is_contract_contract(self): - assert agent.is_contract( + @pytest.mark.asyncio + async def test_is_contract_contract(self): + assert await agent.is_contract( w3, CONTRACT_NO_ADDRESS ), "Contract should be identified as a contract" - def test_opcode_addresses_eoa(self): + @pytest.mark.asyncio + async def test_opcode_addresses_eoa(self): # EOAs don't have bytecode or opcodes - bytecode = w3.eth.get_code(EOA_ADDRESS) + bytecode = await w3.eth.get_code(EOA_ADDRESS) opcodes = EvmBytecode(bytecode.hex()).disassemble() - _, addresses = agent.get_features(w3, opcodes, EOA_ADDRESS) + _, addresses = await agent.get_features(w3, opcodes, EOA_ADDRESS) assert len(addresses) == 0, "should be empty" - def test_opcode_addresses_no_addr(self): - bytecode = w3.eth.get_code(CONTRACT_NO_ADDRESS) + @pytest.mark.asyncio + async def test_opcode_addresses_no_addr(self): + bytecode = await w3.eth.get_code(CONTRACT_NO_ADDRESS) opcodes = EvmBytecode(bytecode.hex()).disassemble() - _, addresses = agent.get_features(w3, opcodes, EOA_ADDRESS) + _, addresses = await agent.get_features(w3, opcodes, EOA_ADDRESS) assert len(addresses) == 0, "should be empty" - def test_opcode_addresses_with_addr(self): - bytecode = w3.eth.get_code(CONTRACT_WITH_ADDRESS) + @pytest.mark.asyncio + async def test_opcode_addresses_with_addr(self): + bytecode = await w3.eth.get_code(CONTRACT_WITH_ADDRESS) opcodes = EvmBytecode(bytecode.hex()).disassemble() - _, addresses = agent.get_features(w3, opcodes, EOA_ADDRESS) + _, addresses = await agent.get_features(w3, opcodes, EOA_ADDRESS) assert len(addresses) == 1, "should not be empty" - def test_storage_addresses_with_addr(self): - addresses = agent.get_storage_addresses(w3, CONTRACT_WITH_ADDRESS) + @pytest.mark.asyncio + async def test_storage_addresses_with_addr(self): + addresses = await agent.get_storage_addresses(w3, CONTRACT_WITH_ADDRESS) assert len(addresses) == 1, "should not be empty" - def test_storage_addresses_on_eoa(self): - addresses = agent.get_storage_addresses(w3, EOA_ADDRESS) + @pytest.mark.asyncio + async def test_storage_addresses_on_eoa(self): + addresses = await agent.get_storage_addresses(w3, EOA_ADDRESS) assert len(addresses) == 0, "should be empty; EOA has no storage" - def test_calc_contract_address(self): + @pytest.mark.asyncio + async def test_calc_contract_address(self): contract_address = agent.calc_contract_address(w3, EOA_ADDRESS, 9) assert ( contract_address == "0x728ad672409DA288cA5B9AA85D1A55b803bA97D7" ), "should be the same contract address" - def test_get_features(self): - bytecode = w3.eth.get_code(MALICIOUS_TOKEN_CONTRACT) + @pytest.mark.asyncio + async def test_get_features(self): + bytecode = await w3.eth.get_code(MALICIOUS_TOKEN_CONTRACT) opcodes = EvmBytecode(bytecode.hex()).disassemble() - features, _ = agent.get_features(w3, opcodes, EOA_ADDRESS) + features, _ = await agent.get_features(w3, opcodes, EOA_ADDRESS) assert len(features) == 24312, "incorrect features length obtained" - def test_finding_MALICIOUS_TOKEN_CONTRACT_creation(self): - agent.initialize() + @pytest.mark.asyncio + @patch('agent.get_chain_id', return_value=1) + async def test_finding_MALICIOUS_TOKEN_CONTRACT_creation(self, mocker): + await agent.initialize() tx_event = create_transaction_event( - { - "transaction": { - "hash": "0", - "from": MALICIOUS_TOKEN_CONTRACT_DEPLOYER, - "nonce": MALICIOUS_TOKEN_CONTRACT_DEPLOYER_NONCE, - }, - "block": {"number": 0}, - "traces": [ - { - "type": "create", - "action": { - "from": MALICIOUS_TOKEN_CONTRACT_DEPLOYER, - "init": w3.eth.get_code(MALICIOUS_TOKEN_CONTRACT), - "value": 1, - }, - "result": {"address": MALICIOUS_TOKEN_CONTRACT}, - } - ], - "receipt": {"logs": []}, - } + transaction = { + "hash": "0", + "from": MALICIOUS_TOKEN_CONTRACT_DEPLOYER, + "nonce": MALICIOUS_TOKEN_CONTRACT_DEPLOYER_NONCE, + }, + block = { + 'number': 0 + }, + network_id=1, + traces = [ + { + "type": "create", + "action": { + "from": MALICIOUS_TOKEN_CONTRACT_DEPLOYER, + "init": await w3.eth.get_code(MALICIOUS_TOKEN_CONTRACT), + "value": 1, + }, + "result": {"address": MALICIOUS_TOKEN_CONTRACT}, + } + ], ) - findings = agent.detect_malicious_token_contract_tx(w3, tx_event) + + findings = await agent.detect_malicious_token_contract_tx(w3, tx_event) assert len(findings) == 1, "this should have triggered a finding" finding = next( (x for x in findings if x.alert_id == "SUSPICIOUS-TOKEN-CONTRACT-CREATION"), @@ -101,20 +118,23 @@ def test_finding_MALICIOUS_TOKEN_CONTRACT_creation(self): ) assert finding.severity == FindingSeverity.High - def test_detect_malicious_token_contract_benign(self): - agent.initialize() - bytecode = w3.eth.get_code(BENIGN_CONTRACT) - findings = agent.detect_malicious_token_contract( + @pytest.mark.asyncio + @patch('agent.get_chain_id', return_value=1) + async def test_detect_malicious_token_contract_benign(self, mocker): + await agent.initialize() + bytecode = await w3.eth.get_code(BENIGN_CONTRACT) + findings = await agent.detect_malicious_token_contract( w3, EOA_ADDRESS, BENIGN_CONTRACT, bytecode ) assert len(findings) == 1 finding = findings[0] assert finding.alert_id == "SAFE-TOKEN-CONTRACT-CREATION" - def test_detect_malicious_token_contract_short(self): - agent.initialize() - bytecode = w3.eth.get_code(SHORT_CONTRACT) - findings = agent.detect_malicious_token_contract( + @pytest.mark.asyncio + async def test_detect_malicious_token_contract_short(self): + await agent.initialize() + bytecode = await w3.eth.get_code(SHORT_CONTRACT) + findings = await agent.detect_malicious_token_contract( w3, EOA_ADDRESS, SHORT_CONTRACT, bytecode ) assert len(findings) == 0, "this should not have triggered a finding" From ac668b5acc9fd465bbabfe976c81219d2bed0238 Mon Sep 17 00:00:00 2001 From: Tayfun Sur Date: Thu, 15 Feb 2024 11:28:02 +0300 Subject: [PATCH 10/14] Refac utils func as async --- malicious-token-contract-ml-py/src/utils.py | 29 ++++++++++----------- 1 file changed, 14 insertions(+), 15 deletions(-) diff --git a/malicious-token-contract-ml-py/src/utils.py b/malicious-token-contract-ml-py/src/utils.py index e20c9598..05367b87 100644 --- a/malicious-token-contract-ml-py/src/utils.py +++ b/malicious-token-contract-ml-py/src/utils.py @@ -1,26 +1,25 @@ from hexbytes import HexBytes -import requests from web3 import Web3 -from src.constants import CONTRACT_SLOT_ANALYSIS_DEPTH, MASK -from src.logger import logger +from constants import CONTRACT_SLOT_ANALYSIS_DEPTH, MASK +from logger import logger -BOT_ID = "0x887678a85e645ad060b2f096812f7c71e3d20ed6ecf5f3acde6e71baa4cf86ad" +BOT_ID = "0xf0490edadc1cd6eb2cc02e78508fbbcd6e08ea835a8fef0e399b336017fee3c8" -def is_contract(w3, address) -> bool: +async def is_contract(w3, address) -> bool: """ this function determines whether address is a contract :return: is_contract: bool """ if address is None: return True - code = w3.eth.get_code(Web3.toChecksumAddress(address)) + code = await w3.eth.get_code(w3.to_checksum_address(address)) return code != HexBytes("0x") -def get_storage_addresses(w3, address) -> set: +async def get_storage_addresses(w3, address) -> set: """ this function returns the addresses that are references in the storage of a contract (first CONTRACT_SLOT_ANALYSIS_DEPTH slots) :return: address_list: list (only returning contract addresses) @@ -30,22 +29,22 @@ def get_storage_addresses(w3, address) -> set: address_set = set() for i in range(CONTRACT_SLOT_ANALYSIS_DEPTH): - mem = w3.eth.get_storage_at(Web3.toChecksumAddress(address), i) + mem = await w3.eth.get_storage_at(w3.to_checksum_address(address), i) if mem != HexBytes( "0x0000000000000000000000000000000000000000000000000000000000000000" ): # looking at both areas of the storage slot as - depending on packing - the address could be at the beginning or the end. addr_on_left = mem[0:20].hex() addr_on_right = mem[12:].hex() - if is_contract(w3, addr_on_left): - address_set.add(Web3.toChecksumAddress(addr_on_left)) - if is_contract(w3, addr_on_right): - address_set.add(Web3.toChecksumAddress(addr_on_right)) + if await is_contract(w3, addr_on_left): + address_set.add(w3.to_checksum_address(addr_on_left)) + if await is_contract(w3, addr_on_right): + address_set.add(w3.to_checksum_address(addr_on_right)) return address_set -def get_features(w3, opcodes, contract_creator) -> list: +async def get_features(w3, opcodes, contract_creator) -> list: """ this function returns the contract opcodes :return: features: list @@ -59,8 +58,8 @@ def get_features(w3, opcodes, contract_creator) -> list: if opcode_name.startswith("UNKNOWN") or opcode_name.startswith("INVALID"): opcode_name = opcode.name.split("_")[0] features.append(opcode_name) - if len(opcode.operand) == 40 and is_contract(w3, opcode.operand): - opcode_addresses.add(Web3.toChecksumAddress(f"0x{opcode.operand}")) + if len(opcode.operand) == 40 and await is_contract(w3, opcode.operand): + opcode_addresses.add(w3.to_checksum_address(f"0x{opcode.operand}")) if opcode_name == "PUSH20": if opcode.operand == contract_creator: From e3d4aa35a616d7bcae2b08f176dbf9f1ab7ee9fe Mon Sep 17 00:00:00 2001 From: Tayfun Sur Date: Thu, 15 Feb 2024 15:32:11 +0300 Subject: [PATCH 11/14] Fix the filename --- malicious-token-contract-ml-py/Dockerfile | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/malicious-token-contract-ml-py/Dockerfile b/malicious-token-contract-ml-py/Dockerfile index 1fb28246..5c9f4282 100644 --- a/malicious-token-contract-ml-py/Dockerfile +++ b/malicious-token-contract-ml-py/Dockerfile @@ -25,7 +25,7 @@ ENV FORTA_ENV=production ENV PYTHONUNBUFFERED=1 LABEL "network.forta.settings.agent-logs.enable"="true" WORKDIR /app -COPY malicious_non_token_model_02_07_23_exp6.joblib ./ +COPY malicious_token_model_02_07_23_exp6.joblib ./ COPY LICENSE.md ./ COPY ./src ./src CMD ["python3.10", "./src/agent.py"] From c84c6edce12236c2c146348ba4d47117bb0171da Mon Sep 17 00:00:00 2001 From: Tayfun Sur Date: Sat, 9 Mar 2024 19:11:40 +0300 Subject: [PATCH 12/14] chore: Update package-lock --- malicious-token-contract-ml-py/package-lock.json | 14 +++++++------- 1 file changed, 7 insertions(+), 7 deletions(-) diff --git a/malicious-token-contract-ml-py/package-lock.json b/malicious-token-contract-ml-py/package-lock.json index a9da6317..dbd394f0 100644 --- a/malicious-token-contract-ml-py/package-lock.json +++ b/malicious-token-contract-ml-py/package-lock.json @@ -634,9 +634,9 @@ } }, "node_modules/flatted": { - "version": "3.2.9", - "resolved": "https://registry.npmjs.org/flatted/-/flatted-3.2.9.tgz", - "integrity": "sha512-36yxDn5H7OFZQla0/jFJmbIKTdZAQHngCedGxiMmpNfEZM0sdEeT+WczLQrjK6D7o2aiyLYDnkw0R3JK0Qv1RQ==", + "version": "3.3.1", + "resolved": "https://registry.npmjs.org/flatted/-/flatted-3.3.1.tgz", + "integrity": "sha512-X8cqMLLie7KsNUDSdzeN8FYK9rEt4Dt67OsG/DNGnYTSDBG4uFAJFBnUeiV+zCVAvwFy56IjM9sH51jVaEhNxw==", "dev": true }, "node_modules/follow-redirects": { @@ -676,7 +676,7 @@ "node_modules/forta-bot": { "version": "0.2.0", "resolved": "file:forta-bot-0.2.0.tgz", - "integrity": "sha512-CehKxxyhsiramq68i+5E6Ye6ON8ItNo4aYZv09QKFUwbxsJi0/C2z8dTMemNn+igM2zr85b50LqNGucCkk0zVQ==", + "integrity": "sha512-dteKgomBBQJMXq9Ih5ZdgenysKyEfCRpd1tofqEIANnTAtQbXZiPic0xBvygxa6MtT+LicecpASkmdAVJGulNw==", "dev": true, "license": "MIT", "dependencies": { @@ -1157,9 +1157,9 @@ } }, "node_modules/nodemon": { - "version": "3.0.3", - "resolved": "https://registry.npmjs.org/nodemon/-/nodemon-3.0.3.tgz", - "integrity": "sha512-7jH/NXbFPxVaMwmBCC2B9F/V6X1VkEdNgx3iu9jji8WxWcvhMWkmhNWhI5077zknOnZnBzba9hZP6bCPJLSReQ==", + "version": "3.1.0", + "resolved": "https://registry.npmjs.org/nodemon/-/nodemon-3.1.0.tgz", + "integrity": "sha512-xqlktYlDMCepBJd43ZQhjWwMw2obW/JRvkrLxq5RCNcuDDX1DbcPT+qT1IlIIdf+DhnWs90JpTMe+Y5KxOchvA==", "dev": true, "dependencies": { "chokidar": "^3.5.2", From dba6f1e642083e7964dcf71ad5dd9ffc333e6769 Mon Sep 17 00:00:00 2001 From: Tayfun Sur Date: Fri, 22 Mar 2024 12:12:37 +0300 Subject: [PATCH 13/14] Remove unused imports --- malicious-token-contract-ml-py/src/utils.py | 4 ---- 1 file changed, 4 deletions(-) diff --git a/malicious-token-contract-ml-py/src/utils.py b/malicious-token-contract-ml-py/src/utils.py index 05367b87..431a1f98 100644 --- a/malicious-token-contract-ml-py/src/utils.py +++ b/malicious-token-contract-ml-py/src/utils.py @@ -1,9 +1,5 @@ from hexbytes import HexBytes -from web3 import Web3 - - from constants import CONTRACT_SLOT_ANALYSIS_DEPTH, MASK -from logger import logger BOT_ID = "0xf0490edadc1cd6eb2cc02e78508fbbcd6e08ea835a8fef0e399b336017fee3c8" From 3b327224d884703c19f2f80409cf6b1e784db034 Mon Sep 17 00:00:00 2001 From: Tayfun Sur Date: Fri, 22 Mar 2024 12:12:47 +0300 Subject: [PATCH 14/14] Replace network_id with chain_id --- malicious-token-contract-ml-py/src/agent_test.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/malicious-token-contract-ml-py/src/agent_test.py b/malicious-token-contract-ml-py/src/agent_test.py index 01def881..1c80da88 100644 --- a/malicious-token-contract-ml-py/src/agent_test.py +++ b/malicious-token-contract-ml-py/src/agent_test.py @@ -96,7 +96,7 @@ async def test_finding_MALICIOUS_TOKEN_CONTRACT_creation(self, mocker): block = { 'number': 0 }, - network_id=1, + chain_id=1, traces = [ { "type": "create",