Cryptocurrency scams have grown from a niche crime sector into a multi-billion-dollar global industry. From pig butchering romance fraud to rug pulls, phishing attacks, and AI-powered fake exchanges, crypto scams now account for the largest share of all investment fraud reported to U.S. law enforcement. The statistics below are drawn from the FBI Internet Crime Complaint Center (IC3), the Federal Trade Commission (FTC), Chainalysis blockchain analytics, TRM Labs, Europol, and the Global Anti-Scam Alliance. This page is a neutral reference for journalists, researchers, law enforcement, investors, and victims navigating the crypto fraud landscape.
$5.6 Billion
Total cryptocurrency scam losses reported to the FBI Internet Crime Complaint Center (IC3) in 2023 — the single largest cybercrime category by dollar value.
— FBI IC3 Internet Crime Report, 2023
Overall Crypto Fraud Loss Statistics
$5.6B
Crypto scam losses reported to FBI IC3 in 2023 — making crypto the single largest cybercrime loss category
— FBI IC3 Internet Crime Report, 2023
$24.2B
Cryptocurrency received by illicit addresses in 2023 per Chainalysis blockchain analysis
— Chainalysis Crypto Crime Report, 2024
35,090
Romance crypto fraud complaints received by FBI IC3 in 2023, with a median loss of $46,000 per victim
— FBI IC3 Internet Crime Report, 2023
$6.57B
Investment fraud losses reported to FBI IC3 in 2024 — 17% increase over 2023, with crypto remaining dominant
— FBI IC3 Internet Crime Report, 2024
Chainalysis estimates that $24.2 billion in cryptocurrency was received by illicit addresses in 2023. Of this total, scam-related addresses received an estimated $7.8–$9.2 billion, with the remainder tied to ransomware, darknet markets, sanctions evasion, and other criminal activity.
— Chainalysis 2024 Crypto Crime Report
The FTC received 124,000+ crypto fraud reports in 2023, with total reported losses of $4.14 billion. The median individual loss in FTC crypto-related reports was $61,000 — substantially higher than the median loss across all fraud categories.
— FTC Consumer Sentinel Network Data Book, 2023
Only 7–8% of fraud victims report to any government agency. The true scale of crypto fraud losses is estimated at 12–15 times the figures captured by IC3 and FTC databases, placing real-world crypto scam losses potentially in the range of $60–$80 billion annually.
— FTC Bureau of Consumer Protection Research, 2023
FinCEN Suspicious Activity Reports (SARs) related to cryptocurrency fraud increased 1,300% between 2020 and 2023, reflecting both growth in scam activity and improved financial institution detection.
— FinCEN SAR Filings Analysis, U.S. Treasury, 2023
Investment Scams & Pig Butchering
$3.96B
Crypto investment fraud losses reported to FBI IC3 in 2023 — 87% of all investment fraud dollar losses
— FBI IC3, 2023
$179,000
Median loss per victim for crypto romance investment fraud — the highest median loss of any FBI IC3 fraud category
— FBI IC3, 2023
Pig butchering scammers direct victims to fake cryptocurrency exchange apps designed to look identical to legitimate platforms such as Coinbase, Binance, and Kraken. The FTC reports that 46% of investment fraud victims were directed to fake exchange platforms, many of which are not even available through official app stores.
— FTC Consumer Sentinel Network, 2023
Chainalysis blockchain tracing of known pig butchering wallets shows that funds are typically moved through 3–5 intermediary wallets before being aggregated and sent to centralized exchanges, mixers, or cross-chain bridges. The median time from victim deposit to complete fund dispersion is under 4 hours.
— Chainalysis, "Anatomy of a Pig Butchering Scam," 2023
Rug Pulls & DeFi/NFT Exit Scams
~$900M
Estimated rug pull losses in 2023 — DeFi project exit scams and NFT wash trading schemes
— Chainalysis 2024 Crypto Crime Report
$138M
Lost in a single 2023 rug pull — the largest of the year — involving a DeFi cross-chain bridge protocol
— TRM Labs / DeFiLlama Data, 2023
Rug pull schemes — where developers build a legitimate-seeming DeFi or NFT project, attract investor deposits, then drain all funds — accounted for approximately $900 million in losses in 2023. While this represents a decline from the $2.8 billion peak in 2021–2022, the sophistication of exit scams has increased significantly.
— Chainalysis 2024 Crypto Crime Report
Hard rug pulls (developers mint malicious code) declined as blockchain audits improved, but soft rug pulls (developers dump their tokens on unsuspecting holders after hype) became more common. Soft rug pulls are harder to detect and prosecute because the developers technically did not breach any on-chain contract.
— TRM Labs, "DeFi Fraud Landscape," 2023
NFT rug pulls specifically cost victims an estimated $180 million in 2023, with many projects using AI-generated artwork to rapidly produce NFT collections and attract investor attention before disappearing.
— Chainalysis 2024 Crypto Crime Report
Romance Crypto Fraud
35,090
Romance crypto fraud complaints received by FBI IC3 in 2023
— FBI IC3, 2023
$46,000
Median loss per romance crypto fraud victim in 2023
— FBI IC3, 2023
Romance scams involving cryptocurrency grew 85% year-over-year by report volume between 2022 and 2023. The overwhelming majority of these are pig butchering schemes where scammers fabricate romantic relationships to funnel victims into fake crypto exchanges.
— FTC Consumer Sentinel Network, "Romance Scams Spotlight," 2023
The FTC reports that one in five victims of romance crypto fraud loses more than $100,000, and victims aged 55+ lose a median of $65,000 — significantly higher than younger age groups.
— FTC Consumer Sentinel Network, 2023
Phishing & Account Takeover
$600M+
Estimated phishing and account takeover losses in crypto in 2023
— Chainalysis / SlowMist, 2023
30%
Increase in crypto phishing attacks in 2023 compared to 2022, with AI-generated emails being the primary vector
— Microsoft Digital Defense Report, 2024
Phishing attacks targeting cryptocurrency wallet holders and exchange accounts caused over $600 million in losses in 2023. AI-generated phishing emails targeting crypto users are now 65% more convincing than human-written phishing attempts, according to enterprise security testing data.
— Chainalysis / Microsoft Digital Defense Report, 2023–2024
Wallet drainer kits — malicious smart contracts that drain a user's wallet once they sign a single malicious transaction — caused losses exceeding $350 million in 2023 alone. These are increasingly distributed through fake airdrop announcements and NFT minting sites generated by AI content farms.
— SlowMist Hacked Database / CertiK Security Reports, 2023
SIM swap attacks targeting crypto users declined 40% in 2023 as exchanges strengthened two-factor authentication, but phishing attacks via fake exchange support calls using AI voice cloning emerged as a growing threat vector.
— TRM Labs / Europol IOCTA, 2024
Recovery Rates & Law Enforcement Seizures
1–3%
Average recovery rate for stolen cryptocurrency through blockchain analytics firms
— Chainalysis / TRM Labs, 2023
$1.1B
Cryptocurrency seized by law enforcement in 2023 via blockchain tracing
— Chainalysis 2024 Crypto Crime Report
Chainalysis reported that law enforcement agencies worldwide seized $1.1 billion in cryptocurrency linked to criminal activity in 2023, representing 4.5% of total illicit on-chain volume. The majority of seizures were from investment fraud networks and ransomware groups.
— Chainalysis 2024 Crypto Crime Report
The FBI's Recovery Asset Team (RAT) — designed for BEC wire fraud cases — is not currently structured to handle crypto-specific recovery at scale. In 2023, the RAT froze under $10 million of the billions lost to crypto investment scams. Pig butchering victims filing IC3 complaints have a recovery rate of well under 5%.
— FBI IC3 Internet Crime Report, 2023
Critical recovery window: Victims who report to law enforcement and the receiving exchange within 24 hours have a 30–40% chance of funds being frozen. After 72 hours, the recovery probability drops below 5%. The average pig butchering victim, however, does not realize they have been scammed for 4–6 months after the final transfer.
— GASO Recovery Research, 2023
Victim Demographics & Geography
60+
Age group with the highest per capita dollar losses to crypto scams, per FTC Consumer Sentinel Data
— FTC, 2023
California
State with the highest absolute crypto scam losses, followed by Florida and Texas
— FBI IC3 / FTC, 2023
Adults aged 30–49 file the most crypto fraud reports by volume, but adults aged 60+ report the highest per-capita dollar losses. The FTC reports that consumers aged 70+ lose a median of $3,500 per incident in crypto-related fraud, compared to $700 for those aged 20–29.
— FTC Consumer Sentinel Network, 2023
Men are 2:1 more likely than women to be victims of crypto investment scams, driven by higher rates of cryptocurrency ownership and engagement with online trading communities. Women, however, are more likely to be targeted through romance scams that eventually pivot to crypto.
— FBI IC3 Victim Demographics, 2023
Per-capita crypto scam losses are highest in California (highest absolute dollar volume), followed by Florida (large retiree population), Texas, New York, and Illinois. Rural areas show lower absolute losses but faster growth rates, consistent with online fraud reaching increasingly remote populations.
— FTC Consumer Sentinel Geographic Breakdown, 2023
Most Targeted Cryptocurrencies
41%
Bitcoin's share of scam-related cryptocurrency transactions — still the most used coin by fraudsters despite public ledger visibility
— Chainalysis, 2023
28%
Tether (USDT) share — stablecoins are increasingly preferred by scammers for their price stability while holding victim funds
— Chainalysis, 2023
18%
Ethereum share — frequently used in DeFi rug pulls and NFT scams
— Chainalysis, 2023
Stablecoins (USDT, USDC, DAI) collectively account for over 35% of scam transaction volume, a figure that has steadily risen from 20% in 2021. Scammers prefer stablecoins because they maintain constant value — unlike Bitcoin or Ethereum, victims' deposited value does not fluctuate, making the fake portfolio balance more credible.
— Chainalysis, "Stablecoins in Illicit Finance," 2023
Privacy coins (Monero, Zcash) represent less than 2% of identified scam transaction volume, likely because most victims must use centralized exchanges to purchase crypto before being scammed, and these exchanges generally do not list privacy coins.
— Chainalysis / TRM Labs, 2023
AI-Powered Crypto Scams
AI-powered crypto scams are the fastest-growing subcategory of digital fraud. Scammers now deploy large language model chatbots to automate initial victim grooming, maintain hundreds of simultaneous romantic conversations, and filter for high-value targets — a task previously limited by human operator availability.
— Europol IOCTA (Internet Organised Crime Threat Assessment), 2024
Deepfake video endorsements of fake crypto trading platforms — using AI-generated likenesses of Elon Musk, Warren Buffett, and other financial figures — were responsible for an estimated $1.7 billion in victim losses globally in 2023. These deepfakes run as ads on YouTube, TikTok, and Facebook.
— Global Anti-Scam Alliance, Global State of Scams Report, 2024
AI voice cloning is now used in crypto exchange support scams, where callers impersonate exchange support staff (Coinbase, Binance, Kraken) with cloned voices to convince victims to share 2FA codes or seed phrases. Reports of this technique increased 400% in 2023.
— TRM Labs / FTC, 2023
Cite This Page:
AIScamRecovery.com. "Cryptocurrency Scam Statistics 2026: Total Losses, Schemes & Recovery Rates." May 2026. https://aiscamrecovery.com/stats/cryptocurrency-scam-statistics-2026
Frequently Asked Questions
How much money is lost to cryptocurrency scams each year?
The FBI IC3 reported $5.6 billion in crypto scam losses in 2023 alone. Chainalysis estimates that $24.2 billion in total cryptocurrency was received by illicit addresses in 2023, with investment fraud and scams accounting for the largest share. The true figure is significantly higher when unreported losses are included, as only an estimated 7‑8% of fraud victims ever report to any government agency.
What is the most common type of cryptocurrency scam?
Investment scams — particularly pig butchering schemes — are the most financially damaging crypto scam type, accounting for $3.96 billion of the $5.6 billion in total crypto losses reported to the FBI IC3 in 2023. Rug pulls (exit scams) in DeFi and NFT projects accounted for roughly $900 million, while phishing and account takeover scams cost victims over $600 million.
Can stolen cryptocurrency be recovered?
On average, blockchain analytics firms recover 1\u20133% of stolen cryptocurrency. Chainalysis reported that law enforcement seized $1.1 billion in crypto from criminal actors in 2023 through blockchain tracing. Recovery depends heavily on speed — victims who report within 24 hours have a 30\u201340% chance of funds being frozen, but most victims wait weeks or months before realizing they've been scammed.
What cryptocurrencies do scammers prefer?
Bitcoin accounts for 41% of scam transactions, Tether (USDT) for 28%, and Ethereum for 18%. Stablecoins like USDT are increasingly preferred by scammers because they avoid volatility risk while holding victim funds. Scammers directing victims to fake exchanges often require deposits in USDT or USDC for the same reason.
Who is most likely to be scammed on crypto?
Adults aged 60+ account for the highest dollar losses per capita according to FTC data. California reports the highest absolute crypto scam losses among states, followed by Florida and Texas. Men are disproportionately targeted for investment scams (2:1 ratio), while women report more romance scams involving crypto. AI-powered grooming tools are making targeting more precise across all demographics.
Are AI-powered crypto scams increasing?
Yes — AI-powered crypto scams are the fastest-growing subcategory. Scammers use large language model chatbots to automate the grooming phase in pig butchering schemes, AI-generated deepfake videos of celebrities to promote fake crypto trading platforms, and AI voice cloning to impersonate exchange support staff. Europol's 2024 IOCTA cited AI-generated fraud as the primary emerging threat across EU member states.