Preview surface — demo data. Where real data exists today (e.g. RealT, BlackRock BUIDL, Lift Dollar) we render it; everywhere else we render synthetic enrichment generated deterministically from public signal and clearly marked Demo or Inferred. The Phase 3 roadmap replaces every synthetic source with live ingestion — see Methodology → Exposure Graph & Similarity Engine.

Lift Dollar (USDL)

Stablecoin Issuers & Synthetic Dollarshigh·risk 0.5910·TVL $2.1B·blast $2.1B·active
Static profile (Identity / Contract / Dependency / Governance / Reputation)

Identity

Sector
Stablecoin Issuers & Synthetic Dollars
Subsector tags
general_defi, consumer_appDemo
Chain deployments
Ethereum
Website
https://www.lift-dollar-usdl.xyzDemo
Launch date
Jul 9, 2024
Immutable
noDemo
Permissionless
yesDemo

Contract

Primary address
0x45804880de22913dafe09f4980848ece6ecbaf78
Proxy pattern
none
Upgrade authority
UNKNOWN
Multisig threshold
—
Compiler
0.8.19
Uses assembly
noDemo
Bug bounty
noneDemo
Contract addresses
0x45804880de22913dafe09f4980848ece6ecbaf78Demo
Audits tier
0

Dependency

Oracle providers
Chainlink
Bridge dependencies
—
Stablecoin dependencies
—
LST / LRT deps
—Demo
DEX liquidity venues
pancakeswap, uniswap_v3, velodromeDemo
CEX listings
kucoin, kraken, coinbase, bitget, okxDemo
Custodian
—Demo
KMS provider
unknownDemo
RPC provider
infuraDemo
Frontend host
aws_s3Demo
npm lockfile sha
sha256:615c3b53e0f2f8261d642009c15dd858d315eec7aa7ed91661d90605406a16b7Demo

Governance

Governance type
token_votingDemo
Governance token
0xb4396750215b7bb12a6598e7cc0397f51bfbd527Demo
Treasury size
$63.1MDemo
Team size
23Demo
Jurisdiction
KYDemo
Incorporated entity
Lift Dollar Pte. Ltd.Demo
Anonymous team
yesDemo
Security disclosure
noDemo
IR SLA (hours)
—Demo

Reputation

GitHub
https://github.com/lift-dollar-usdl/lift-dollar-usdlDemo
Commit velocity (30d)
0Demo
Contributors
32Demo
Twitter
@lift-dollar-usdlDemo
Discord
https://discord.gg/1mw2olmDemo
Last incident
Oct 14, 2023Demo
KYT screening
cleanDemo

Threat History

3 recorded incidents
rounding precisionprotocolunknownDemo
$109.9K

On 2023-10-14, Lift Dollar (USDL) suffered a rounding precision incident resulting in approximately $109,852 in losses. The exploit targeted the protocol layer. Attribution: unknown. This is a demonstration entry — not a real incident.

DEMO:AADAPT.TA0004
counterparty defaultcryptoassetunattributed_criminalDemo
$239.4M

On 2022-02-23, Lift Dollar (USDL) suffered a counterparty default incident resulting in approximately $239,413,147 in losses. The exploit targeted the cryptoasset layer. Attribution: unattributed_criminal. This is a demonstration entry — not a real incident.

DEMO:AADAPT.TA0010
reentrancyprotocolunattributed_criminalDemo
$3.3M

On 2020-07-07, Lift Dollar (USDL) suffered a reentrancy incident resulting in approximately $3,284,582 in losses. The exploit targeted the protocol layer. Attribution: unattributed_criminal. This is a demonstration entry — not a real incident.

DEMO:AADAPT.TA0004DEMO:AADAPT.TA0040

Peer Incidents · Method B

13 root-cause predicate matches

Vulnerable to: reentrancy

Matches the reentrancy predicate

27 historical peer events
  • SommelierDemo
    $30.7M
  • Kyber NetworkDemo
    $2.1M
  • DeribitDemo
    $936K
  • Zora NetworkDemo
    $4.7M
  • Stader LabsDemo
    $16.1M
  • + 22 more

Vulnerable to: rug pull hard

Matches the rug pull hard predicate

22 historical peer events
  • SushiSwapDemo
    $25.6M
  • AlliumDemo
    $110.6K
  • HTX (Huobi)Demo
    $23M
  • Aptos FoundationDemo
    $1.2M
  • EtherscanDemo
    $633.1K
  • + 17 more

Vulnerable to: flash loan governance

Matches the flash loan governance predicate

18 historical peer events
  • ThirdwebDemo
    $33.2M
  • LayerZero Labs (physical verification context only)Demo
    $40.2M
  • First Digital USDDemo
    $12.1M
  • Protocol-Native Treasury Agents (DAO-embedded)Demo
    $13.8M
  • F2PoolDemo
    $3.5M
  • + 13 more

Vulnerable to: ice phishing approval

Matches the ice phishing approval predicate

16 historical peer events
  • deBridgeDemo
    $7.5M
  • EulerDemo
    $87.9K
  • Bend DAODemo
    $968.9K
  • Maple FinanceDemo
    $1.4M
  • BlurDemo
    $6.5M
  • + 11 more

Vulnerable to: rug pull soft

Matches the rug pull soft predicate

14 historical peer events
  • Euler FinanceDemo
    $3.2M
  • KlimaDAODemo
    $100.8K
  • Governed protocol (monetary policy–driven)Demo
    $174K
  • R3 (Ethereum interop only)Demo
    $79.1K
  • ViaBTCDemo
    $805.5K
  • + 9 more

Vulnerable to: supply chain npm

Matches the supply chain npm predicate

10 historical peer events
  • Beefy FinanceDemo
    $176.2K
  • PowerledgerDemo
    $7.4M
  • UnichainDemo
    $8.8M
  • MEXCDemo
    $1M
  • Mango MarketsDemo
    $915.6K
  • + 5 more

Vulnerable to: rounding precision

Matches the rounding precision predicate

9 historical peer events
  • Frax EtherDemo
    $51.2K
  • BNY Mellon DigitalDemo
    $750K
  • RedStoneDemo
    $63.2K
  • Bend DAODemo
    $57.9K
  • Starknet BridgeDemo
    $784.1K
  • + 4 more

Vulnerable to: dvn collapse

Matches the dvn collapse predicate

8 historical peer events
  • Blast, Blockdaemon Wallet +2Demo
    $93.6M
  • Fordefi, XSGDDemo
    $17M
  • Element Finance, QuantozDemo
    $1.1M
  • Mercado Bitcoin, SwellDemo
    $15.3M
  • Internet Computer (DFINITY), Mantle +1Demo
    $10.3M
  • + 3 more

Vulnerable to: signature malleability

Matches the signature malleability predicate

8 historical peer events
  • Ether.fiDemo
    $17.2M
  • Swell NetworkDemo
    $1.2M
  • Immutable protocolDemo
    $4M
  • The SandboxDemo
    $3.9M
  • PancakeSwapDemo
    $656.7K
  • + 3 more

Vulnerable to: counterparty default

Matches the counterparty default predicate

7 historical peer events
  • BlackRock BUIDLDemo
    $808.2M
  • CoinDCXDemo
    $20.7M
  • AxelarDemo
    $30.5M
  • Liquity USDDemo
    $19.3M
  • BinanceDemo
    $167M
  • + 2 more

Vulnerable to: regulatory seizure

Matches the regulatory seizure predicate

6 historical peer events
  • RaydiumDemo
    $1.9M
  • CoinDCXDemo
    $29.8M
  • Silo FinanceDemo
    $14M
  • Base BridgeDemo
    $8.3M
  • EigenDADemo
    $101M
  • + 1 more

Vulnerable to: governance proposal malicious

Matches the governance proposal malicious predicate

5 historical peer events
  • Stripe CryptoDemo
    $1.5M
  • Notional V3Demo
    $507.1K
  • Hong Kong Monetary Authority — Ethereum pilotsDemo
    $18.9M
  • FalconXDemo
    $4.8M
  • AvailDemo
    $30.8M

Vulnerable to: prompt injection agent

Matches the prompt injection agent predicate

4 historical peer events
  • LodestarDemo
    $3.2M
  • Ether.fi CashDemo
    $4.6M
  • HTX (Huobi)Demo
    $3.7M
  • SwellDemo
    $403K

Dependency Twins · Method A + B + C ensemble

Top 10 of 25 precomputed
#1

Kelp DAO

Liquid Staking & Restaking · high
Ensemble
0.574
A · Jaccard0.22
B · Overlap4
C · Cosine0.63
Matches on
  • subsector_tags = general_defi
  • oracle_providers = Chainlink
  • chain_deployments = Ethereum
  • method_b_root_causes = reentrancy, ice_phishing_approval, rug_pull_hard
#2

Immutable protocol

Stablecoin Issuers & Synthetic Dollars · medium
Ensemble
0.536
A · Jaccard0.37
B · Overlap2
C · Cosine0.89
Matches on
  • kms_provider = unknown
  • subsector_tags = general_defi, consumer_app
  • oracle_providers = Chainlink
  • chain_deployments = Ethereum
#3

Euler

Lending, Money Markets & CDPs · low
Ensemble
0.531
A · Jaccard0.33
B · Overlap2
C · Cosine0.90
Matches on
  • frontend_host = aws_s3
  • subsector_tags = general_defi
  • oracle_providers = Chainlink
  • chain_deployments = Ethereum
#4

Radiant Capital

Lending, Money Markets & CDPs · medium
Ensemble
0.498
A · Jaccard0.31
B · Overlap2
C · Cosine0.82
Matches on
  • kms_provider = unknown
  • subsector_tags = general_defi, consumer_app
  • oracle_providers = Chainlink
  • chain_deployments = Ethereum
#5

Governed protocol (monetary policy–driven)

Stablecoin Issuers & Synthetic Dollars · medium
Ensemble
0.495
A · Jaccard0.31
B · Overlap2
C · Cosine0.81
Matches on
  • subsector_tags = general_defi, consumer_app
  • oracle_providers = Chainlink
  • chain_deployments = Ethereum
  • method_b_root_causes = reentrancy, rug_pull_soft
#6

Sanctum

Liquid Staking & Restaking · critical
Ensemble
0.495
A · Jaccard0.30
B · Overlap2
C · Cosine0.82
Matches on
  • kms_provider = unknown
  • subsector_tags = general_defi, consumer_app
  • oracle_providers = Chainlink
  • method_b_root_causes = reentrancy
#7

Lodestar

L1 & L2 Network Operators · high
Ensemble
0.493
A · Jaccard0.29
B · Overlap2
C · Cosine0.82
Matches on
  • kms_provider = unknown
  • subsector_tags = general_defi, consumer_app
  • oracle_providers = Chainlink
  • method_b_root_causes = rug_pull_hard, prompt_injection_agent
#8

Aptos Foundation

L1 & L2 Network Operators · medium
Ensemble
0.490
A · Jaccard0.09
B · Overlap3
C · Cosine0.75
Matches on
  • kms_provider = unknown
  • subsector_tags = general_defi, consumer_app
  • method_b_root_causes = rug_pull_hard, rug_pull_soft
#9

Swell

Liquid Staking & Restaking · medium
Ensemble
0.486
A · Jaccard0.32
B · Overlap2
C · Cosine0.77
Matches on
  • subsector_tags = consumer_app, general_defi
  • oracle_providers = Chainlink
  • chain_deployments = Ethereum
  • method_b_root_causes = dvn_collapse, prompt_injection_agent
#10

Swell Network

Liquid Staking & Restaking · high
Ensemble
0.457
A · Jaccard0.37
B · Overlap1
C · Cosine0.89
Matches on
  • kms_provider = unknown
  • subsector_tags = general_defi, consumer_app
  • oracle_providers = Chainlink
  • chain_deployments = Ethereum