Sasquatch Research

Privacy research

Original research on transaction traceability, wallet privacy, private swaps, bridges, and public blockchain activity.

Private Swaps

How Private Crypto Swaps Work

A private crypto swap uses a route designed to reduce an obvious direct association between the sending and receiving wallets where that option is available. It does not erase the public source or destination transactions.

2 min read

Transaction Traceability

Can Crypto Transactions Be Tracked?

Crypto transactions on public blockchains can usually be inspected and may be followed or associated using transaction graphs, account histories, contract events, timing, amounts, and attributed addresses.

2 min read

Transaction Traceability

How Blockchain Analytics Track Wallets

Blockchain analytics organize public transaction data and combine it with labels and behavioral evidence to estimate how addresses, services, and transaction paths relate.

2 min read

Latest research

Wallet Privacy

How to Reduce Unnecessary Wallet Linking

Reducing wallet linking means avoiding unnecessary public or off-chain relationships between addresses while recognizing that no checklist guarantees anonymity.

2 min read

Private Swaps

Private Crypto Swap vs Regular Swap

Private and regular swaps share the same safety checks, but a privacy-focused route adds direct wallet association to the route-selection criteria.

2 min read

Cross-Chain Privacy

How Private Cross-Chain Swaps Work

A private cross-chain swap combines asset conversion or bridge delivery with a route intended to reduce a direct relationship between source and destination wallets where supported.

2 min read

Private Bridges

Can Bridge Transactions Be Traced?

Bridge transactions can be investigated through the public source deposit, destination delivery, known infrastructure, message data, asset representations, timing, and amounts.

2 min read

Wallet Privacy

What Is Wallet-Link Analysis?

Wallet-link analysis evaluates whether addresses may be related through explicit transfers, common funding, transaction patterns, shared services, or off-chain attribution.

1 min read

Blockchain Visibility

How Public Blockchains Expose Wallet Activity

Public blockchains make transaction validation data broadly available, allowing wallets, explorers, nodes, and analytics systems to reconstruct address activity.

1 min read

Private Route

What Does Private Route Actually Do?

Private Route is intended to reduce an obvious direct association between the wallet funding a supported route and the wallet receiving its output. Its scope is deliberately narrower than anonymity.

2 min read

Blockchain Visibility

What Remains Public After a Private Swap?

A private swap can still leave public source and destination transactions, including wallet addresses, assets, amounts, timestamps, fees, contracts, approvals, and transaction identifiers.

1 min read

Security

Private Crypto Swap Security Guide

A privacy-focused route still requires the same rigorous asset, network, address, provider, quote, and wallet-security checks as any other crypto transaction.

1 min read

Wallet Privacy

Address Reuse and Crypto Privacy

Address reuse gives observers a stable identifier that accumulates balances, transfers, token holdings, application interactions, and counterparties over time.

1 min read

Cross-Chain Privacy

How Cross-Chain Transactions Are Tracked

Cross-chain tracking compares records from separate ledgers using known bridge infrastructure, route messages, assets, amounts, timing, and receiving-address behavior.

2 min read

Bitcoin Privacy

Private Bitcoin Swaps: UTXOs, Change, and Route Limits

A private Bitcoin swap can reduce a direct relationship between the BTC funding transaction and destination delivery where supported, but Bitcoin inputs, outputs, amounts, fees, and timing remain public.

2 min read

Bitcoin Privacy

How Bitcoin Transactions Are Tracked

Bitcoin tracking follows UTXOs from the transaction that created them to the later inputs that spend them, then layers wallet and service attribution onto that public graph.

1 min read

Bitcoin Privacy

Bitcoin Wallet Privacy Mistakes

Common Bitcoin privacy mistakes include address reuse, careless UTXO consolidation, public receipt sharing, and assuming a token swap erases input history.

1 min read

Wrapped Assets

Native BTC vs Wrapped Bitcoin Privacy

Native BTC and wrapped Bitcoin expose different transaction structures: Bitcoin UTXOs on one side and token contracts, approvals, and account history on the other.

1 min read

Ethereum Privacy

Private Ethereum Swaps and What Remains Public

A private Ethereum swap may reduce a direct source-to-destination wallet association where available, while the sender, gas, contracts, approvals, logs, and transaction receipt remain public.

2 min read

Ethereum Privacy

How Ethereum Wallets Are Tracked

Ethereum wallet tracking organizes an address’s transactions, nonces, ETH transfers, token events, approvals, contract calls, and attributed counterparties.

1 min read

Ethereum Privacy

EVM Address Reuse and Wallet Privacy

Reusing one EVM address creates a consolidated public history across transfers, token holdings, approvals, and application interactions—and sometimes across multiple EVM networks.

1 min read

Ethereum Privacy

Ethereum ERC-20 Approvals and Privacy

ERC-20 approvals are public authorization records that can reveal which wallet allowed which spender contract to use a token and for what allowance.

1 min read

Solana Privacy

Private Solana Swaps and Signature Visibility

A private Solana swap can reduce a direct wallet association where supported, but Solana transaction signatures, fee payers, instructions, accounts, logs, and token-balance changes remain inspectable.

1 min read

Solana Privacy

Solana Accounts, Signatures, and Wallet Privacy

Solana wallet privacy is shaped by public transaction signatures, fee payers, instruction account lists, program logs, and the relationship between wallet owners and token accounts.

1 min read

Stablecoin Privacy

Stablecoin Transfers and Wallet Privacy

Stablecoin transfers on public chains expose network-specific token activity; a stable value target does not make USDT, USDC, or other representations private.

1 min read

Stablecoin Privacy

How Stablecoin Transfers Are Tracked

Stablecoin tracking follows token contract events or chain-native transfers, then compares addresses, amounts, timing, route contracts, and known services.

1 min read

Stablecoin Privacy

Native vs Bridged Stablecoins and Privacy

Native and bridged stablecoins can expose different contracts, mint or lock events, bridge infrastructure, and redemption paths even when wallets display the same ticker.

1 min read

USDT Privacy

How USDT Transfers Are Tracked

USDT tracking begins with the chain and contract: ERC-20 activity is followed through EVM accounts and events, while TRC-20 activity is available through TRON account and transaction history.

1 min read

USDT Privacy

USDT on TRON vs Ethereum: Privacy Differences

USDT on TRON and Ethereum use different account, fee, and contract systems, but both expose public token-transfer histories and neither should be called inherently private.

2 min read

USDT Privacy

TRON USDT Transfers and Wallet Privacy

TRON USDT transfers are public TRC-20 activity tied to account addresses, transaction identifiers, contract calls, timestamps, and resource use.

1 min read

USDT Privacy

How to Swap USDT With More Privacy Awareness

Swapping USDT with privacy awareness requires verifying the exact chain and contract, understanding what remains public, and checking live Private Route availability without expecting anonymity.

1 min read

USDC Privacy

How USDC Transfers Are Tracked

USDC transfers are tracked through network-specific contract or native-asset records, with addresses, amounts, timestamps, fees, and route interactions providing the core evidence.

1 min read

USDC Privacy

Private USDC Cross-Chain Transfers

A private USDC cross-chain route considers source-to-destination wallet linkage while preserving the need to verify both network representations and all public endpoint records.

2 min read

Blockchain Visibility

How Blockchain Explorers Decode Swaps

Block explorers combine raw transaction data with contract interfaces, token metadata, program parsers, and address labels to present a human-readable account of swap activity.

1 min read

Transaction Traceability

Transaction Timing and Amount Correlation

Timing and amount correlation compares a source transaction with candidate destination activity after accounting for expected route duration, output, fees, and asset conversions.

1 min read

Wallet Privacy

Wallet Connection vs On-Chain Privacy

Connecting a wallet, signing a transaction, and broadcasting on-chain activity are different events with different privacy consequences.

1 min read

Wallet Privacy

Transaction Receipts and Privacy

A crypto transaction receipt can reveal the exact records needed to connect wallets and routes, so it should be treated as sensitive operational information even when it contains no private key.

1 min read

Wallet Privacy

Source-Wallet vs Destination-Wallet Exposure

Source and destination wallets expose different information, and a privacy-focused route should be evaluated at both endpoints rather than summarized with one privacy score.

1 min read

Security

Private Bridge Security Checklist

A private bridge requires exact source and destination verification before any privacy consideration: wrong networks, contracts, or addresses can cause irreversible loss.

1 min read

Privacy Concepts

Crypto Privacy Claims You Should Not Trust

Claims such as “completely anonymous,” “impossible to trace,” “no records,” or “always no KYC” collapse distinct technical and provider questions into guarantees that public-chain routes cannot responsibly make.

1 min read