How do crypto thieves steal coins, and are the thefts getting bigger by 2026?
Research question: How do rug pulls and wallet drainer kits work, from removing liquidity and abusing admin keys to using honeypot contracts and phishing, and how do investigators trace the stolen funds, and how has the scale of these losses changed by 2026?
Wallet drainers work by tricking a user into authorizing a malicious transaction or signature rather than by stealing login credentials 10, and Drainer-as-a-Service splits the work between operators who build the toolkits and affiliates who deploy the phishing sites 3. Rug pulls take several forms: in a liquidity-withdrawal rug pull, fraudsters redeem the LP tokens from the initial liquidity injection after the pool grows, which collapses the price 7, while in a freeze-authority rug pull the fraudster can freeze a victim's token account so the victim cannot sell 6. The records do not describe honeypot contracts or how investigators trace stolen funds; the closest fact is that operators distribute profits among themselves and their affiliates 5. Drainer losses peaked at about $494 million across more than 332,000 wallets in 2024 and fell to roughly $83.85 million across 106,106 wallets in 2025 9, and the newest fact is dated August 2, 2026 10, about two months before October 2026.
Sources
"Specifically, users are tempted to visit phishing websites and sign phishing transactions that allow scammers to withdraw their tokens."Unmasking the Shadow Economy: A Deep Dive into Drainer-as-a-Service Phishing on Ethereum (2025)
"Specifically, tempted by high profits, users are tricked into visiting fake websites and signing transactions that enable scammers to steal their crypto assets."TxPhishScope: Towards Detecting and Understanding Transaction-based Phishing on Ethereum (2023)
"In this model, drainer operators focus on crafting specialized phishing toolkits, named ''wallet drainers'', while drainer affiliates handle the deployment and promotion of phishing websites."Unmasking the Shadow Economy: A Deep Dive into Drainer-as-a-Service Phishing on Ethereum (2025)
"The past year has witnessed 11 large-scale TxPhish incidents causing a total loss of more than 70 million."TxPhishScope: Towards Detecting and Understanding Transaction-based Phishing on Ethereum (2023)
"After stealing victims' tokens, they will distribute profits."Unmasking the Shadow Economy: A Deep Dive into Drainer-as-a-Service Phishing on Ethereum (2025)
"the FreezeAccount instruction to freeze the token account"From Hype to Collapse: Investigating Rug Pull Scams on Solana
"Since fraudsters usually hold a significant proportion of the"From Hype to Collapse: Investigating Rug Pull Scams on Solana
"Rug-pull, a typical form of fraud, involves developers hiding backdoor codes in smart contracts to steal funds under certain conditions, causing significant damage to users."Detecting Rug-Pull: Analyzing Smart Contract Backdoor Codes in Ethereum (2025)
"Wallet-drainer phishing losses rose to $494 million across more than 332,000 affected wallets in 2024, then fell to approximately $83.85 million across 106,106 affected wallets in 2025."Crypto Wallet Drainer Statistics 2026: Losses & Victims
"A wallet drainer is a phishing tool that tricks a user into authorizing a malicious transaction or signature."Crypto Wallet Drainer Statistics 2026: Losses & Victims
"estimated wallet drainers stole close to $494 million in 2024 alone from more than 332,000 addresses, and more than $800 million since 2023"Crypto Phishing Campaigns in 2026: Inside the Drainer Economy
"Drainer-as-a-Service lowered the technical barrier for affiliates by providing prebuilt scripts, phishing templates, hosting, dashboards, and operational support."Crypto Wallet Drainer Statistics 2026: Losses & Victims
"Pink Drainer retired in May 2024 after being linked to more than $85 million in theft from over 21,000 victims."Crypto Wallet Drainer Statistics 2026: Losses & Victims
"On Solana, the equivalents are the mint and freeze authorities, whose mere existence hands the deployer a kill switch."Rug Pull Forensics in 2026: What the Chain Can and Cannot See
"A wallet drainer is the turnkey toolkit that turns a wallet -connect handshake into an immediate sweep of the victim's tokens"Wallet Drainers Explained: How Drainer Kits Work, the Inferno / Angel ...
"a single Permit2 signature on a malicious front end can authorise an unbounded allowance the drainer sweeps later"Wallet Drainers Explained: How Drainer Kits Work, the Inferno / Angel ...
"Furthermore, some smart contracts can be controlled by "admin keys" or "super users" with special privileges. These users can make changes to protocol parameters or, in certain cases, access assets held within a protocol."20-F Bullish (BLSH) (CIK 0001872195) 2026-03-10
"These users may have the ability to unilaterally make changes to the smart contract, enable or disable features on the smart contract, change how the smart contract receives external inputs and data or transmits Digital Assets, and make other changes to the smart contract."424B3 Franklin Crypto Trust (EZPZ) (CIK 0002033807) 2025-12-01
"Theyfoundthattheliquiditywithdrawalscollectivelyhave generated$240millioninprofits."SolRPDS: A Dataset for Analyzing Rug Pulls in Solana Decentralized Finance
"If an attacker gains access to these privileges or a super user acts maliciously, customers may experience a total loss of their assets' value."20-F Bullish (BLSH) (CIK 0001872195) 2026-03-10
"There may be opportunities for bad actors to perpetrate fraudulent schemes and engage in illicit activities and other misconduct, such as exit scams and rug pulls (orchestrated by developers and/or influencers who promote a smart contract or application and, ultimately, escape with the money at an agreed time), or Ponzi or similar fraud schemes."424B3 Franklin Crypto Trust (EZPZ) (CIK 0002033807) 2025-12-01
"Lastly,Everemovesalltheliquidityfromtheliquidity"Token Spammers, Rug Pulls, and SniperBots: An Analysis of the Ecosystem of Tokens in Ethereum and in the Binance Smart Chain (BNB)
"todraintokenvaluefromtheliquiditypool"SolRPDS: A Dataset for Analyzing Rug Pulls in Solana Decentralized Finance
"such governance tokens can be concentrated in the hands of a small group of core community members, who would be able to make similar changes unilaterally to the smart contract."20-F Bullish (BLSH) (CIK 0001872195) 2026-03-10
"Other smart contracts, such as bridges between blockchain networks and DeFi protocols have also been manipulated, exploited or used in ways that were not intended or envisioned by their creators such that attackers syphoned over $3.8 billion worth of digital assets from smart contracts in 2022."424B3 Franklin Crypto Trust (EZPZ) (CIK 0002033807) 2025-12-01
"enabledeveloperstoretainlarge"SolRPDS: A Dataset for Analyzing Rug Pulls in Solana Decentralized Finance
"in July 2017, a vulnerability in a smart contract for a multi-signature wallet software developed by Parity led to a reportedly $30 million theft of ether, and in November 2017, a new vulnerability in Parity’s wallet software reportedly led to roughly $160 million worth of ether being indefinitely frozen in an account."424B3 Franklin Crypto Trust (EZPZ) (CIK 0002033807) 2025-12-01
"in March 2020, a design flaw in the MakerDAO smart contract caused forced liquidations of crypto assets at significantly discounted prices, resulting in millions of dollars of losses to users who had deposited crypto assets into the smart contract."424B3 Franklin Crypto Trust (EZPZ) (CIK 0002033807) 2025-12-01
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