// case comparison
crypto theft vs pig butchering
both end in a drained wallet — but crypto theft is approve-for-all phishing or sweeper bots; pig butchering is weeks of chat grooming through a fake exchange.
primary tools · side by side
ordered entry points from the case-type taxonomy. highlighted rows appear in both case types' editorial tool lists.
crypto theft / wallet drain
approve-for-all phishing, sweeper bots, malicious dapps, drained hot wallets. evidence is a tx graph + the malicious contract bytecode + browser history.
- 01ethereum transaction decoderpaste raw ethereum transaction hex · rlp decode · from to value gas · erc20 calldata · runs locally
- 02bitcoin transaction decoderpaste raw transaction hex · decode inputs outputs scripts · fees · locktime · segwit · p2pkh p2sh p2wpkh · runs locally
- 03crypto tx graphpaste json csv btc hex · directed graph · hub peel fan patterns · ascii viz · stats · csv json export · runs locally
- 04crypto transaction graphdrop tx list csv · build adjacency · node edge counts · export nodes edges csv · runs locally
- 05smart contract bytecode analyzerpaste evm hex · disassemble push pop · flag delegatecall selfdestruct · opcode table · runs locally
- 06cryptocurrency mixer and tumbler detectordrop bitcoin transaction csv · apply statistical analysis to detect mixing service patterns · equal output detection · timing patterns · coinjoin identification · peel chain vs mixed funds · estimate mixing confidence · runs locally
- 07bitcoin address clusteringpaste or drop csv · extract btc addresses · common-input heuristic clustering · cluster table · export csv · runs locally
- 08private key format detectorpaste or drop a key file · identify WIF · hex · PEM · PKCS8 · BIP32 xprv/xpub · Ethereum keystore · validate format only · never derives · runs locally
pig butchering / long-con investment scam
weeks-to-months of chat grooming → fake crypto exchange → drained wallet. evidence spans messaging apps, crypto wallets, and screenshots.
- 01iOS WhatsApp artifact forensic extractordrop iOS WhatsApp ChatStorage.sqlite and Contacts.sqlite · parse all chats, messages, groups, and media references · reconstruct conversation timelines with delivery status · surface location shares, contact cards, and deleted message placeholders · runs locally
- 02ethereum transaction decoderpaste raw ethereum transaction hex · rlp decode · from to value gas · erc20 calldata · runs locally
- 03bitcoin transaction decoderpaste raw transaction hex · decode inputs outputs scripts · fees · locktime · segwit · p2pkh p2sh p2wpkh · runs locally
- 04crypto tx graphpaste json csv btc hex · directed graph · hub peel fan patterns · ascii viz · stats · csv json export · runs locally
- 05ios dating app artifact forensic extractor (Tinder, Bumble, Hinge)drop iOS dating app database files (Tinder, Bumble, or Hinge) · auto-detect app · parse match records, messages, and profile metadata · surface match timestamps, screenshot alerts, and own location from account plist · detect confirmed real-world meetings (Hinge We Met) · runs locally
- 06ios screenshot burst forensic analyzerdrop photos.sqlite · screenshot detection · burst clustering · rapid capture flags · runs locally
- 07cryptocurrency mixer and tumbler detectordrop bitcoin transaction csv · apply statistical analysis to detect mixing service patterns · equal output detection · timing patterns · coinjoin identification · peel chain vs mixed funds · estimate mixing confidence · runs locally
- 08crypto wallet classifierpaste any crypto address · identify blockchain · validate checksum · address type · derivation format · runs locally
editorial overlap
7 tools mapped to both case types in the editorial taxonomy — useful when the investigation spans both surfaces.
lean toward…
disambiguation signals derived from case-type descriptions and common practitioner confusion points.
lean toward crypto theft if you see…
- approve-for-all or unlimited token approval in a single on-chain tx — no prior chat grooming timeline
- sweeper bot or malicious dapp contract bytecode in browser history
- wallet drain triggered by a phishing signature or malicious contract interaction, not a fake exchange portal
lean toward pig butchering if you see…
- weeks-to-months of messaging-app chat grooming before any wallet activity
- fake crypto exchange portal or investment platform linked from dating or social chat
- screenshot bursts and dating-app artifacts alongside wallet deposits to a scam-controlled address