From 80558d56847e870f285850830289cc3b2526d460 Mon Sep 17 00:00:00 2001 From: apehex Date: Mon, 21 Aug 2023 12:32:13 +0200 Subject: [PATCH] Download the dataset --- .gitignore | 6 + samples/all.csv | 230523 +++++++++++++++++++++++++++++++ samples/dataset.py | 23 + samples/morphing/README.md | 3 +- samples/obfuscation/README.md | 2 +- samples/spoofing/README.md | 2 +- 6 files changed, 230556 insertions(+), 3 deletions(-) create mode 100644 samples/all.csv create mode 100644 samples/dataset.py diff --git a/.gitignore b/.gitignore index 1063201..9d3b81b 100644 --- a/.gitignore +++ b/.gitignore @@ -12,3 +12,9 @@ # bibliography *.bbl + +# api keys +.env.json + +# python env +pyproject.toml diff --git a/samples/all.csv b/samples/all.csv new file mode 100644 index 0000000..9bfdd2c --- /dev/null +++ b/samples/all.csv @@ -0,0 +1,230523 @@ +chainId,entity,remove,confidence,threat-category +1,0x6127a354f8128255a5d1e6dd57d915a3fe729154,False,0.855,scammer-deployed-contract 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+137,0x2b00e0c71af43ff2fd5e9018f3d16e43a0c260c0,False,0.7,ice-phishing +137,0xf3380f3972b860909b09559a5e009c6b3807dff1,False,0.7,ice-phishing +137,0x8fa6e95db6cad8ebb109b2baa00c30968b4ce4bf,False,0.7,ice-phishing +56,0xb66f459c1f4bc2ff187a94ba26b035ba932306f7,False,0.7,similar-contract +56,0x0dce857c30d5e07de7431c182f0a8cdf547377ea,False,0.6,similar-contract +56,0x14ab9107eaa2b3366b51e7f83dbab080925fcd05,False,0.7,similar-contract +56,0x0fd77f672cf0f58711c12817d394c92b9fd91378,False,0.7,similar-contract +56,0x145107c36ddbff09763d85693dd5216a1ada6c9f,False,0.6,similar-contract +56,0xbf0106de95fb5111ec1bb80bdb2868a37ab9aec1,False,0.6,similar-contract +56,0x31e940364c375f2b2e9e423babf977ffa03e7894,False,0.6,similar-contract +56,0x18314d54d917faff75eebf63d9dde58945db06db,False,0.6,similar-contract +56,0xaffcdb3c5c45a47f3f21e62f52cc07337ec786e7,False,0.7,similar-contract +56,0x825509c3beab2ecc0527e2564a737e57f2ee8bc5,False,0.6,similar-contract 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+1,0x3461faff07c6eec3085168f44faac5e7bdcfa194,False,0.7,native-ice-phishing +1,0x4ba7ca95317ce303e8491a0fa7d935bfc935a819,False,0.7,native-ice-phishing +1,0x0ae21426756cc8cae0d58790d9a03fcd715660a6,False,0.7,native-ice-phishing +1,0x2901b7a5c56bf6fecb4d7151aabc67b4ba6e1491,False,0.7,native-ice-phishing +1,0x10155dea18faf08d77fd5428412e15a36ebe55db,False,0.7,native-ice-phishing +1,0x8325411a248c2b3ab8368745cd9ec3722b32ee97,False,0.7,native-ice-phishing +1,0x41ff7fb41cfe04241da2bd53be55cd458b663706,False,0.7,native-ice-phishing +1,0xb53cba1c9b29a044175731ea46dbb6edf374a576,False,0.7,native-ice-phishing +1,0x128eea8442a54786026da24ca07498fe3e884c8d,False,0.7,native-ice-phishing +1,0xc3e50e8fbfc6ac24d529d05ed0fe1cd78bad679a,False,0.7,native-ice-phishing +1,0x81c86a93f651559218f017f204146ee1e4807e54,False,0.7,native-ice-phishing +1,0x298935c4b0568bda3e6cf889ae17bd2845dc2fab,False,0.7,native-ice-phishing +1,0x669e083551e9a9072f29ccde367375511e013b34,False,0.7,native-ice-phishing +1,0x1c7564861324c7ee6cb315ee97adf1c43320b512,False,0.7,native-ice-phishing +1,0xac0e3d5b42a1ef0acbd48c52d0cc62259272ca96,False,0.7,native-ice-phishing +1,0x1fbc1bf7b49ca9b2f521523b507824444de70177,False,0.7,native-ice-phishing +1,0x66c5e180947ab0f03e295c485f64d72b0e708e72,False,0.7,native-ice-phishing +1,0xafda4c4f88dd549049a7665fb23341a267f717ac,False,0.7,native-ice-phishing +1,0xb159a7a794412311928484c17928dc8d23e5f568,False,0.7,native-ice-phishing +1,0x06f6b91cb4730eff51208dd1a04d5dbf1743da6d,False,0.7,native-ice-phishing +1,0x204231783d148c8c892c8581531de54c7c2e784e,False,0.7,native-ice-phishing +1,0xa5a1976cb22bdae9140b37873ec61a4d29cb3ffb,False,0.7,native-ice-phishing +1,0x830b938a3842ff6d538eb6aa78acea2dba68a008,False,0.7,native-ice-phishing +1,0x7ea30c9529990c57c51aceec33e7632eae80fb6f,False,0.7,native-ice-phishing +1,0xbf8deb13d95d581abfddb0cb18da5639746f6ad3,False,0.7,native-ice-phishing +1,0x349ff360ca6538da251c62d8abe7d9ec27fee0eb,False,0.7,native-ice-phishing +1,0xb0c01f62ad433fc96d52ffc5e6b057ceff4bbc79,False,0.7,native-ice-phishing +1,0x90117c9cc47df74da96f132f51ba697411d55de9,False,0.7,native-ice-phishing +1,0x8d059f6d0ddf85012285dfa44872313326b314f7,False,0.7,native-ice-phishing +1,0x90d2bd6b21fa870eb76e521bc4c1cbf4294d6a4a,False,0.7,native-ice-phishing +1,0xc659017d26f2058cc48129cd86e9db16e739001b,False,0.7,native-ice-phishing +1,0xe8936cffa241146ca828dbf3ac495fce08b0b643,False,0.7,native-ice-phishing +1,0x628c34186f8606c6ef2e8ec6173511d0fd6f1a3d,False,0.7,native-ice-phishing +1,0x703f83d47c50c1b4f02d1133929e0987a0bb60a2,False,0.7,native-ice-phishing +1,0x3e2dce6e161e12d38a95bfe6bc7e746db35a0461,False,0.7,native-ice-phishing +1,0x2f9bdae7fa4b31c77924c09a4fb6cec84b6165d4,False,0.7,native-ice-phishing +1,0x8d099a5b580b17c558cf7ecb0f590c122c0d016f,False,0.7,native-ice-phishing +1,0xed3a10c2948b587a596407c2e2a7d143d7d9a0e7,False,0.7,native-ice-phishing +1,0xd01bfac424233b405960057c5bd397e3651b26b1,False,0.7,native-ice-phishing +1,0x7c3bd30875532e8512d9b168dbf50b87dcde26e0,False,0.7,native-ice-phishing +1,0x13ef6937d32818492c5088bda4ad990e042b34c7,False,0.7,native-ice-phishing +1,0xdca28bfaf963e9d1a527fdd4b62fcddbabd98b67,False,0.7,native-ice-phishing +1,0x54d90e3dcad877b38d01ab720c98efee56fb1b0a,False,0.7,native-ice-phishing +1,0xdcb62435a50392c26aa8c069c63202bf36a8947c,False,0.7,native-ice-phishing +1,0x85fc88f075be600d8f0414a17f42297644a0aac3,False,0.7,native-ice-phishing +1,0x54e541c7afe4a21e5a5d5ca3262ad678a15dba3e,False,0.7,native-ice-phishing +1,0x8b47e4559e8e3ebcabd90471b68c8070859ca3ed,False,0.7,native-ice-phishing +1,0x4634a9085615582566db68bf5cd4d573a970688c,False,0.7,native-ice-phishing +1,0x21fe42d45337b924b069df9f42b90dca1b3f3106,False,0.7,native-ice-phishing +1,0x3321c4239543ec711c90d185645d8d53c42267bc,False,0.7,native-ice-phishing +1,0xa6f4b0bc7cd53dcce57f55cc5043bb0bb1666272,False,0.7,native-ice-phishing +1,0x14944a5739cecaaa4c3c9db29df7a3000d4e00b5,False,0.7,native-ice-phishing +1,0xcf483e6ffc3e8aa0fbb9a1fb1310e3823d0e26b7,False,0.7,native-ice-phishing +1,0x272fd87a07a5dd9e7aaca61c866839bca82672ba,False,0.7,native-ice-phishing +1,0xfc3ff6330df7e24ff8e15935bc408f32540faedf,False,0.7,native-ice-phishing +1,0xafe51aba9d9bc6c34612a220d94fbee10178e7d8,False,0.7,native-ice-phishing +1,0xd48940f2fa30f3600d8adf35a4bea150920664ad,False,0.7,native-ice-phishing +1,0xd5e9fb98340f96aa534c35a877e877c5e0f36eaf,False,0.7,native-ice-phishing +1,0x9ccd9ba3038e7eaa3cc9e0957c80852e35924c70,False,0.7,native-ice-phishing +1,0xefbef0512d76a21db2ca8228b50977c38ae5dd2e,False,0.7,native-ice-phishing +1,0x61430a554f604365f4979662e94f490f8861463e,False,0.7,native-ice-phishing +1,0x4835e27599ad255d9279780a6031c3f23de9a05f,False,0.7,native-ice-phishing +1,0x7431bf2d0fe9c0c982bdb0a46cf6af8e4e70bd4a,False,0.7,native-ice-phishing +1,0x2d3583d8df606c67c5003642d88fcd59f59f3b22,False,0.7,native-ice-phishing +1,0x25a8ed433004de8ae099d76a253709d5915416cd,False,0.7,native-ice-phishing +1,0x3b9fa5e0da48ac433beca25d021f6d32e6acfe37,False,0.7,native-ice-phishing +1,0xa610e49a536792bd550ce43c123c02003b70d164,False,0.7,native-ice-phishing +1,0x05ba2861d202bd18935ac8ad4b3e0674efad6ed1,False,0.7,native-ice-phishing +1,0x2670f7509fc58d45f846071b7e72368227049252,False,0.7,native-ice-phishing +1,0x760b38e9e8309053405441c8170dad05ba5a56a5,False,0.7,native-ice-phishing +1,0xaf9f43ce3704baf929992258c67b3310e7fd0280,False,0.7,native-ice-phishing +1,0x4c4840d1fbe566db69524fac7d9aa4f4b2e74527,False,0.7,native-ice-phishing +1,0xc030f4faf08a5323d4dab77a521e1d8039fa5842,False,0.7,native-ice-phishing +1,0x32a1e3949d2e03d6623d11ec29156d6b3cbcdf85,False,0.7,native-ice-phishing +1,0x6ad2bfd8a6e03ea11fcbbf2a51d6c2d1a0750996,False,0.7,native-ice-phishing +1,0x1928c3976cabf68aa6cb109419e1ed9f6579ee2d,False,0.7,native-ice-phishing +1,0x7b4e4d47ed727739b6b0c640ce2cab8d83832f69,False,0.7,native-ice-phishing +1,0xf6578a3dea98f6c71a0196e1997a91cec43fb8cb,False,0.7,native-ice-phishing 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+++ b/samples/dataset.py @@ -0,0 +1,23 @@ +import csv +import json +import web3 + +# RPCs ######################################################################## + +with open('.env.json', 'r') as _f: + _ENV = json.load(_f) + +PROVIDERS = { + int(_k): { + 'rpc': web3.Web3(Web3.HTTPProvider(_v['rpc'])), + 'api': _v.get('api', '')} + for _k, _v in _ENV.items() if _v.get('rpc', '')} + +# DOWNLOAD #################################################################### + +with open('all.csv', 'r') as _f: + _r = csv.reader(_f, delimiter=',') + for _l in _r: + int(_l[0]) in PROVIDERS + +# web3.eth.get_code('0x6C8f2A135f6ed072DE4503Bd7C4999a1a17F824B') diff --git a/samples/morphing/README.md b/samples/morphing/README.md index fedc4a9..296269b 100644 --- a/samples/morphing/README.md +++ b/samples/morphing/README.md @@ -1,3 +1,4 @@ # Morphing Techniques -Morphing contracts change their behavior depending on the context, especially when they're under scrutiny. +Morphing contracts change their behavior depending on the context. +In particular they replicate benign functionalities when they're under scrutiny. diff --git a/samples/obfuscation/README.md b/samples/obfuscation/README.md index 1735edb..a6f043d 100644 --- a/samples/obfuscation/README.md +++ b/samples/obfuscation/README.md @@ -1,3 +1,3 @@ # Obfuscation Techniques -Make the malicious portions of the code hard to find / understand. +Obfuscation is the process of making (malicious) code hard to find and understand. diff --git a/samples/spoofing/README.md b/samples/spoofing/README.md index 439e1b1..3ff8be6 100644 --- a/samples/spoofing/README.md +++ b/samples/spoofing/README.md @@ -1,3 +1,3 @@ # Faking Techniques -Disguise malicious code as well-known or vulnerable code (honeypots) to bait users. +Spoofing is the art of disguising malicious code as well-known or vulnerable code (honeypots) to bait users.