sybil-report
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LayerZero-Labs
[Sybil Report] 316k addresses
name: Sybil Report about: Report Sybil Activity on LayerZero title: "[Sybil Report]" labels: under review assignees: LayerZero-GH
Reported Addresses
0x28eb52f34b9c5639ae8b94382e3f84d2c1d7f6f2 0xd5d134dd4e04bb72bd020b3cc7c981830ca57944 0x5775580ccc9524dfc03c05b8b9821fd8a6d2066b 0xaa9aa561cb33c212ea3407385bc8b8da0318b7be 0x6cc6c069a8203c4f47c6500156a394d196dc70f1 0xd830ff282990af1f106e038bee0845d37a5d3465 0xfcd9c2163546e12c52c27462e8745d2116bdd893 0x81a8dab212da4d11e3e8fb977f4c6c5c28f2c967 0x013d8c98d0e34ac9da6e2151d055bce260176e8c 0x597a3983ca63c28ea8df76c1ed61fb56e9d06403 0x55a58d6eb583600c652e88e51fb57694bf220dc2 0x866ce3d338627a96be12597b3baf040cfb577ba1 0x627392b6f91d7f42a723d32059c6187cab9f623c 0x1fee2ea93cffc76ec230b12f6eaac26a91fdf109 0xc300e8a281e1252e28f9b8ff8e4da54293dcb8fc 0xa738478dde48ff36a89850367a57ded74843b8d2 0x646aee578c5346402c5a39ff41f15b57a5a6f4db 0x7e31f57c99d89500f889b2ff7caf31dd2b06ec4e 0xe10749d83fe0daf657a3396165c114fc2210e384 0x5a7dbacfce7dde263d13468785e061645022a4c7 0x15d2c59651a2d939341e724ba1f389307ec72300 0x47d9507bc1f8ad8323ebdf31733f9d6017a56ed9 0xd68e99ff6625db6986fceb3ab1f990d48d738b0f 0xefeea434ebd13ae6c49b58d1fa528f80caf5e0ef 0xe884e1cdef6d438ef31fcd4759c10ec47c3e8c0b 0x95b834e19af2f2374e824705c1b8d9530a68bd54 0x63ecb352b6ce61c527cd13b771ce3ddc9432f130 0x1771abb85f6d47b72566932f79588bc8ee58f645 0xc979b64e5ceb78218862b8ff785e76f109b5508b 0xc96c5f1bf0b14104db75d99d513f23aba8f448aa 0xcbef5ea73e434b91ff33e038d5f7ee189f8a768d 0xe309c6b8e5af174632ddd2afcb19b5f457c2cf6d 0xbd7e28d53d188743dd0b0a11c1ba8654f10ae397 0xd4214ef065c42cdfaab749b3cd5db211031ab101 0x5a9bf17dcaa0135fbd0bdd7d0696bfb409d6f41e 0xfe917315e3694696ecf4ce4e573f8ae757de55f2 0x2ac3ded78133e07491eca1a56fd3ba1c7950ea2d 0x27b180789b4bb42484148f6f2be2781a1e01bc0f 0x44d4e7f7b882a9b1a4c78a0dc7bab0ab33d83bad 0xd5b67563e550a2a5d271e76f61fe8072b7357755 0x9dae7c800785745971cc3aec180f7f0ed8a88533 0x53e3503e385460cfd2bf8b62350c03b1fa7f5859 0x2cb72d26ff3d2fda857af541dbe2bede04853955 0x5f63c33c985b0e8dd4fc846cac41423a3875e57b 0xff0386fe3c726eb54703ff97482b10ab84383104 0xa8435c600d7588333b1e26a7ba9890620d0e27f7 0xd572d0b8991c90ef0e96758d9af4a615894b619f 0xdae850f87961f64ed1abd802e25ab163b701c52a 0x853efdca0959d8979ca358a697ca25b60c78003c 0x9784a0e3b33856b5b6515301e3f16175926bb31d 0x5b409dc153c2c93957cb0ca6b3a92e99d590c976 0x6371ef6c51c1ee0e3c95db371d2f26f62e808d4e 0xe8a72473c8f430edcf645e57710031b025edfecc 0x9a98e1cf233c0b71bd708a35b94426a006ee815b 0x7b4b79c7adb4a7fde8bb3b48b3f133448ce4ddd5 0x6d1db9158cc8e6d3cacc2677ebe91b1e7b53d0a6 0xd023b8f16d976e988eb05019e6bf40fb3b228ccb 0x38fe1281a44b95c670ac8e559aa67b6cfe1f580b 0xd18058e5586924411ddb9c3629afc191ff7ebb49 0xeef88896877f859561cdda283e42e278baaf5362 0x6029f5ba585b9d187a1ca7059028dba0513bb4ee 0x24fcd4390a550bbe17b1c08113984119a597e570 0xdb0a4091c3fbbbc75fd81fcae91fed083b2e9e78 0x7da66ac7a51476bab9f403c67a8018bc4dd756d9 0x9a87eb74fbff13b946763cf730597c4062ec352e 0xe6acad7265b4b7e498cb019c6f973bf1dc6abbad 0x23231195ed3e60f82e7b8b9e4e2108154c3fa01f 0x5866c1c0ed2011e23db38c69b82b1fd654e8ace9 0xbca04066dbcdeec9e6198d6b54e58d85c2b45535 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0x33774c5cc7d9d79fe4e996d228051954e093b76b 0xe9b042a73f2cdb6510132db42631e1dd68c989d5 0xa2866777ebdc91e7850493abdf98c97e538e3e7c 0x8ab2808cba3481532d9e9d3151eaf802d84da65a 0x693059f104a59bd823bf37a8066b53946541dec1 0xb73c31a8e6f2cbbd44d4d631bb3d2eee45d910a7 0xd5a67f7c0ca3b5154099d9288f8fe2d85a1ab3f3 0xfe3ca1786096c1b762b6f8f1c54515948b4ee403 0xa057e69560b5e8acb6969b88522339740ecdedcd 0x7d31bf47dda62c185a057b4002f1235fc3c8ae82 0x36def5c66b05ef63590bb39283137b168c10f35b 0x73e1c0b5cf7c8882797108f1164bc64e07d35806 0x5a89306cecf0f4d5242e9eb811e42003dd61a6eb 0x108cccf373c067559c60977154106d8168a82234 0x083c828b221b126965a146658d4e512337182df1 0x097884a77759aa6afdb976a4e1c0f4442a80f5f7 0xed7b1943a8c218e41e7ccb9a3a78dff8273aed0b 0x532cba28923ab09e527c4323c8e0a8ed73865376 0xa65660a7c3c4408fe1ef6a33dfc3b1d312263b1b 0xb760e15ba355cfc8b522d9857c8e7d229dd0929b 0x25315430a21392bf137ecd1e843a8f3c62266b81 0xdf76ee72c075033d7d97a263c147a553b390ba73 0xdcb508f3e0cd7c2fec52d398d198b567d4f4105f 0xed7dcd8ef1343717bde13195714d845f5316bd33 0x7f050df9cdd0c6db7c3b7e2dc7b3d0818ff63364 0xe79b35f4d5a454e90f9ec57f661034b309c9800d 0xd9976aca8c6ab9019a895f72bca648e4ecdf9876 0x397ae3d98a47081fe1ca76bb62617cce9affe843 0x026754db09ad685f24ce2aca12f0e08febc611dd 0x6e6a55f75f9bb7b0a25aa14b01f781a2c8ec1379 0xa9e96417624166b11807650826438b1a71b5c53b 0xa17c01dfa203706b04a4398b8bb46e29b86be837 0xfa9b1143a974bd6fe698c045511b8cc26190f0e7 0x9ee79798b720e0f99ab5d8084040e999d3fcfef6 0x0b8651d1d872f651bfbf6e6cfb1ac2b2febc5735 0x2b49eb913e5d5d82ae3c7145577f24e9a7615d39 0x9446e6a7b00f18f7f5dad20436d217b6df9f9421 0x1ec3215f3d7a3884038dd7bc3bfe48b3e8448e77 0xe7b538967bf4417ad284bbca172f51524ddce063 0x47712673daba17cc2ddeaa285a8acba33012e643 0xe180cb5ce2ec5c546eb63cda1633df40e8a0c945 0x1770d754b4c573a31ed89d587aa05bb847982b90 0xb64109be79cf575d30d762e9a4c5b447d1fa0937 0x4cd0ed63e6074ff4f8fd4ce18bff87f70195127f 0xcb0315a4878407246ff048159626405073ab22af 0xd4c4b000fe8036b3399d1ab8757a19ac55a81c3b 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0x456dd0eb78c5e6b174f2772d881c4072d1603ab4 0x67f6d6479dbbfb03d15241aec0b420143b52f6f9 0xa5c
This report is a joke, my ONE and ONLY address is in it, which have more than 1223 transactions on arbitrum, 75 in ethereum and 300 on BNB, 125 on Polygon, 110 on Base...
Check my Github profile, I'm the founder of Argos.farm a free to use tool to monitor your Uniswap V3 positions
I will gladly point out my address if a Layerzero team member wants
lmfao... this report is a joke.. mine as well is here.. my only wallet and had 4yrs of txn in ethereum is here. such a clown. lol
what is this report, i only 1 wallet and listed in this Report, and the reported address didnt have connection to multiple wallet too, that's no sybil if u only use 1 wallet and no connection on multiple wallet who farm airdrop too, this Report is a joke
and i though sybill report is for cluster of wallets, not for single wallet without any connection to multiple wallet/cluster wallet, its just like u put anyone walllet without research if the wallet is had connection on multiple wallet or a cluster of wallet who farm L0 Airdrop too,
i see on ur list of address theres many walllet who only farm with single wallet and not have a connection of multiple/cluster of wallets,,
IF L0 Approve this Report thats no make sense at all,
How can I have interacted with less than 3x per chain if I already have 1223 txs on Arbitrum alone. Learn how to write a Dune query before trying to steal people's allocation.
lol even your dune is not updated clearly wallets age/ active weeks months contract interaction everything is random clearly just a spam list better update your dune and report again
why dont you read this too
https://t.me/c/1540062342/112420 focus on the word "only" it clearly says if you have only used merkly. my wallet is in your list and it ive not used merkly only so you have reported geniune users too.
But I agree, at the end the LayerZero team will decide
in ur report there's no value on every trx each address u mention in the data and there's no evidence for sybill too, ur report just <3 average trx and >50 trx, There's no Data about valueless tx on ur report and its " If you minted a “valueless” NFT for the sole purpose of moving it around chains " not Valueless( $$) trx "but valueless NFT and moving it around chain back and forth" so if u Bridge NFT to any chain but didnt spam and didnt move it back and forth is fine, and " If you bridged $0.01 back and forth across chains for the sake of having touched a chain " << This valueless trx If more than 0.001$ thats not included to valueless trx, and Bryan is already said " using Gas refuel to any chain just to touch the chain its okay"
So If u mean Non-Genuinely User who Spam trx with valueless trx then ur data is wrong, cuz the one who spam trx on L0 will have more than 3 Average trx not under 3 average trx,
The provided csv file has also the exact values for avg_transactions_per_chains and transaction_count. Therefore, if you chose to flag less addresses as sybil with this methodology than in this report (i.e. decreasing avg_transactions_per_chains threshold or increasing transaction_count), you can adjust it yourself.
So on what basis did you use to select the criteria you had used. Why not less than 4 chains and more than 100 txns?
Whatever you use to justify your pick it is not different from me going to dune and querying users with a specific criteria just because you want to get some allocation
The person was like copy past month data from dune anlysis top 300k wallets and paste them all without no proof bro 300k handle by 1 entity ? lmao ... he/she was like if any adress hit bychane and got any allocation
The person was like copy past month data from dune anlysis top 300k wallets and paste them all without no proof bro 300k handle by 1 entity ? lmao ... he/she was like if any adress hit bychane and got any allocation
It is just really crazy how some people do not think. And he would think he has done something that makes sense. I wish Layerzero gave a condition for them to submit their real wallet used to interact with their chain and penalize if they submit a wrong cluster
Sorry, the original report got cut. you can find below the methodology that don't show up above:
Reported Addresses
https://sgtpfbliixxaqtnajnek.supabase.co/storage/v1/object/public/sybile/lookup/1_3701736.csv
Description
The identified sybil addresses were detected based on their anomalous transaction behavior compared to typical users. Specifically, the addresses highlighted in the output of our query were characterized by:
- Very low number of transactions per chains (i.e. Ethereum, BNB, Arbitrum, etc) on LayerZero paired with high total transaction count: The addresses have a high number of transactions (transaction_count > 50) combined with a relatively low average tx per chains (avg_transactions_per_chains <= 3). This indicates that the user interacted with a wide range of chains on LayerZero, however with each of them, only very few times, which is atypical for regular user behavior.This pattern (widespread minimal chain interaction) points towards these addresses being used for airdrop farming and typical for non-genuine activity, where the goal is to exploit the system by simulating onchain activity to receive token allocations.
Detailed Methodology & Walkthrough
The methodology for identifying the sybil addresses involved the following steps:
- Data Extraction:
Data was extracted using onchain data from Dune (DuneSQL), primarly using a Spell specific for LayerZero, enriching it with raw onchain data from various tables and computations. Data is based on onchain activity prior to the snapshot (May 2nd, 0 AM UTC). The query (see point 5) is composed of multiple subqueries and in this report, the primary focus was using this query to capture transaction counts, interaction times, and the specific chains interacted with by each address.
Key Performance Indicators (KPIs):
- Average Transactions per Chains: This metric was calculated to identify how often each specific address interacts on average with seperate chains on LayerZero.
- Transaction Count: Used to filter out addresses with minimal activity, ensuring the focus was on those with significant interaction histories.
Using both KPIs combined gives an overview of addresses with significant activity history, that engaged minimally with a wide range of chains. The high transaction counts filter ensures that small users who interacted only a few times with a few chains are not flagged. Only those with high transaction activity, hence users demonstrating a pattern to interact as little as possible with as many chains as possible, are flagged.
Chains considered here are for example: Ethereum, BNB, Arbitrum, Avalanche, Polygon, Gnosis, Celo, Base, Fantom, etc
- Data Analysis:
LayerZero users in this report were flaged using the following criteria:
- avg_transactions_per_chains <= 3 - transaction_count > 50These KPIs were computed using onchain data, following this logic (for further details, please refer to the query in point 5):
- avg_transactions_per_chains = total transaction count / total number of LayerZero chains the user interacted with - transaction_count = number of total tx per addressesThe final query's output are addresses with an average transactions per chains of less than 3 and a transaction count greater than 50. This filtering helped isolate addresses showing sybil-like behavior.
- Verification:
The methodology and calculations are documented in the queries (see point 5), ensuring that the process is transparent and can be verified by others. The identified addresses were cross-referenced with known lists of sybil addresses from LayerZero, Nansen, and Chaos. Only those not included in these lists were flagged as potential sybil attackers.
- Query Used:
https://dune.com/queries/3701736
Reward Address (If Eligible)
eth:0xb773B821EE19cD9D257987f134eD22201b93Ed6B
You dropped thousands of wallet by using a specific criteria and started defending it with big jargons
The person was like copy past month data from dune anlysis top 300k wallets and paste them all without no proof bro 300k handle by 1 entity ? lmao ... he/she was like if any adress hit bychane and got any allocation
It is just really crazy how some people do not think. And he would think he has done something that makes sense. I wish Layerzero gave a condition for them to submit their real wallet used to interact with their chain and penalize if they submit a wrong cluster
yea if layerzero gave a rule to submit their layerzero wallet which has transactions before snapshot mosf of them will stop reporting random address
The person was like copy past month data from dune anlysis top 300k wallets and paste them all without no proof bro 300k handle by 1 entity ? lmao ... he/she was like if any adress hit bychane and got any allocation
fr lol they think if we report 300k wallets and even if 30-40 wallet comes as cluster we will get reward, nigga why dont you report all 6 million wallets
The person was like copy past month data from dune anlysis top 300k wallets and paste them all without no proof bro 300k handle by 1 entity ? lmao ... he/she was like if any adress hit bychane and got any allocation
fr lol they think if we report 300k wallets and even if 30-40 wallet comes as cluster we will get reward, nigga why dont you report all 6 million wallets
Atleast that would as well increase his chances.
I have seen his/her pattern. Dropped about 6 reports.
used high transaction days for one then used low transaction days for another
These are your kpIs
In one report "This metric was calculated to identify addresses that engage in transactions on LayerZero nearly every day." In another report 'This metric was calculated to identify addresses that engage in a low number of transactions on LayerZero per day.' In another 'Because the average time between tx is based on the time between first/last tx, even users who might perform fast tx when they are active, will ultimatly have days without activity/with breaks, hence pushing the average time above the 10 mins threshold.'
You acknowledge that users might have days without activity using an average time criteria but you still also used low number of transactions per day as another criteria. You then used those that engage in transactions nearly everyday.
All these reports were submitted by this same person
Human beings are sad and thirsty for harming others. Me being reported, using the network normally. Anyway, that's life, sad indeed. Remembering my friend, life will one day demand your attitude of simply going out reporting randomly in order to increase your pocket. See wallet by wallet to actually know who has non-genuine activity or not. Don't just batch report.
This KID has some serious issues. Just because of having less than 3 L0 transactions on some chains? Seriously?
Imagine you are such a desperate stupid idiot to take random adresses from explorer and try taking allo from real users, you will get karma for this you die
