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INTEL
PIG BUTCHERING: now the #1 loss category in the US by estimated volume / HUSHPUPPI: the Instagram that became the evidence -- Case 001 open / BEC: one spoofed email, one wire, seven figures -- see the methodology / ROSS ULBRICHT: full pardon January 21 2025 after 11+ years -- Case 013 open / ALL FIGURES LABELED: estimate vs conviction vs market collapse -- see Methodology / UNODC 2023: $5.4B estimated annually from SE Asia pig-butchering compounds [UNVERIFIED] / PIG BUTCHERING: now the #1 loss category in the US by estimated volume / HUSHPUPPI: the Instagram that became the evidence -- Case 001 open / BEC: one spoofed email, one wire, seven figures -- see the methodology / ROSS ULBRICHT: full pardon January 21 2025 after 11+ years -- Case 013 open / ALL FIGURES LABELED: estimate vs conviction vs market collapse -- see Methodology / UNODC 2023: $5.4B estimated annually from SE Asia pig-butchering compounds [UNVERIFIED]
METHOD #25 OF 110

DeFi Protocol Exploit

HIGH
SCALE (ENCYCLOPEDIA)
$3B+ cumulative
IN SHORT
Smart contract vulnerabilities — re-entrancy, flash loans, oracle manipulation. Bridge hacks: Ronin ($625M), Wormhole ($320M). Audit gaps enable exploitation.
CONCENTRATED IN
Global (often NK-linked)
WHERE IT STARTED
FIRST SEEN: 2016 · GOING FOR: About 10 years (since the 2016 DAO attack)

It began on Ethereum in June 2016, when an unknown attacker drained about 3.6 million ether (roughly $50-60 million) from The DAO through a re-entrancy bug, leading to Ethereum's hard fork; the attacker has never been prosecuted.

Decentralised finance (DeFi) runs lending, trading and bridging on public smart contracts, so a coding or design flaw can be abused by anyone. The first landmark case was the June 2016 attack on 'The DAO' on Ethereum, where about 3.6 million ether (roughly $50-60 million at the time) was drained through a re-entrancy bug, leading to Ethereum's hard fork. Flash-loan attacks, which borrow huge sums within a single transaction to manipulate prices, appeared with the bZx incidents in February 2020. Cross-chain bridges became the biggest targets from 2021-2022 (Poly Network, Wormhole, Ronin, Nomad), and the FBI has attributed several of the largest bridge thefts to North Korean state hackers. Today the category also covers oracle and price manipulation, governance attacks and private-key compromise of protocol operators.

HOW IT WORKS

A DeFi protocol holds users' pooled funds in smart contracts that follow their code literally. Attackers look for a flaw, such as a bug in how withdrawals are counted, a price feed that can be pushed around, or a bridge whose signing keys can be stolen, and use it to withdraw far more than they put in. Many attacks happen in a single transaction or a few minutes, often funded with a flash loan. Stolen tokens are then swapped, bridged between blockchains and sent through mixers to obscure the trail.

Unaudited or recently changed contract codeVery high yields with thin liquidityPrice oracles that rely on one small trading poolBridges or protocols controlled by only a few signing keysSudden large outflows or paused withdrawals
HOW USEFUL IT IS TO CRIMINALS

Smart contracts hold hundreds of millions in open code that anyone can study, and one bug, flash loan or stolen signing key empties them in a single transaction with no bank to reverse it. It has been reliably lucrative: Chainalysis found 82% of the $3.8 billion stolen in 2022 came from DeFi, and North Korean crews still take billions. Prosecution is rare because attackers claim the code allowed it (Avraham Eisenberg's $110 million Mango Markets fraud conviction was vacated by the judge in 2025) and the largest thefts are state-backed.

THE DAMAGE IT HAS CAUSED
$3.8 billion
Stolen in crypto hacks in 2022, 82% of it from DeFi protocols — Chainalysis, February 2023

Chainalysis counted $3.8 billion stolen in crypto hacks in 2022, mostly from DeFi and bridges, and $2.2 billion in 2024. The largest single exploits are Ronin ($620 million, March 2022, attributed by the FBI to Lazarus) and Poly Network ($611 million, 2021, later returned). Protocols have shut down and users have been left holding worthless tokens, while the proceeds fund North Korea's weapons programmes.

$3.8 billion stolen in crypto hacks in 2022, 82% of it from DeFi protocols (Chainalysis, Feb 2023)
64% of 2022 DeFi hack losses came from cross-chain bridges (Chainalysis, 2023)
$2.2 billion stolen in crypto hacks in 2024 (Chainalysis, Dec 2024)
~$620 million Ronin bridge theft (Mar 2022), one of the largest DeFi thefts; FBI-attributed to Lazarus (FBI, 14 Apr 2022)
WHO USES IT MOST
MOST OF ALL: 🇰🇵 North Korea ▸
Attributed source: the FBI attributes the largest DeFi bridge thefts (Ronin, Harmony) to North Korean state hackers, and Chainalysis estimated North Korea-linked actors stole about $1.7 billion in crypto in 2022 (FBI 2022-2023; Chainalysis, Feb 2023).
North Korea (attributed state source)United States (prosecutions; many victim users)Vietnam (Sky Mavis/Axie Infinity, Ronin victim)Canada (defendant in Indexed Finance/KyberSwap case)
From our case files: every country the people who used this method were born in or operated from. Bigger and brighter means more of them; amber is the most. Tap a marker for the country page.
GOVERNMENTS LINKED TO IT
North Korea (DPRK)
The FBI attributed the ~$620 million Ronin bridge theft (2022) and the ~$100 million Harmony Horizon bridge theft (2022) to the Lazarus Group/APT38, which the US government ties to North Korea's Reconnaissance General Bureau; Treasury sanctioned a related address. North Korea denies involvement.
SOURCE: FBI, 14 Apr 2022 and 23 Jan 2023; US Treasury OFAC, Apr 2022
NOTABLE PEOPLE WHO USED IT — RANKED BY PROFILE ORDER (NOT BY AMOUNT)
#1 Lazarus Group / APT38 / TraderTraitor (attributed to North Korea) SANCTIONED OUR CASE FILE #027 ▸
About $720 million (Ronin ~$620M + Harmony ~$100M, FBI-attributed DeFi bridge thefts) · 2022
FBI-attributed state hacking group behind the Ronin and Harmony bridge thefts, among many other crypto heists.
SOURCE: FBI, 14 Apr 2022 and 23 Jan 2023
#2 Avraham Eisenberg VACATED
About $110 million withdrawn from Mango Markets · 2022
Pushed up the price of Mango Markets' MNGO token and borrowed against it, draining the platform.
SOURCE: CoinDesk / Bloomberg, 24 May 2025 (judge vacated April 2024 jury convictions)
OPEN REPORT ▸
#3 Andean Medjedovic FUGITIVE
About $65 million (alleged) · 2021-2023
Alleged to have exploited Indexed Finance and KyberSwap smart contracts and tried to extort the protocols.
SOURCE: US DOJ (EDNY), 3 Feb 2025
OPEN REPORT ▸
#4 Benjamin and Noah Peraire-Bueno CHARGEDREPORT PENDING
About $25 million (alleged) · 2023
Brothers accused of manipulating Ethereum block validation (MEV) to take funds from trading bots in about 12 seconds; their Nov 2025 trial ended in a mistrial.
SOURCE: US DOJ (SDNY), 15 May 2024; The Block, 8 Nov 2025 (mistrial, jury deadlocked)
#5 Shakeeb Ahmed PLEADED GUILTY
About $12 million · 2022
Security engineer who exploited flaws in the Crema Finance and Nirvana Finance protocols - the first US criminal conviction for a smart-contract hack.
SOURCE: US DOJ (SDNY), Dec 2023 (plea) and 2024 (sentencing)
OPEN REPORT ▸
SOURCES
FBI statements, 14 Apr 2022 (Ronin) and 23 Jan 2023 (Harmony)
US Treasury OFAC, Apr 2022
Chainalysis Crypto Crime reports, Feb 2023 and Dec 2024
US DOJ SDNY press releases (Eisenberg Jan 2023; Ahmed Dec 2023; Peraire-Bueno 15 May 2024)
US DOJ EDNY, 3 Feb 2025 (Medjedovic)
CoinDesk / Bloomberg, 24 May 2025
The Block, 8 Nov 2025
Wikipedia, 'The DAO', accessed Sep 2026
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