AMLBot Academy How to Test Crypto AML Rules Before They Affect Real Customers The compliance team lowers a mixer-exposure threshold from 5% to 2%. The change goes live on Monday morning. By Wednesday, alert volume has doubled. Legitimate exchange deposits — where a centralized service wallet has tiny residual indirect exposure from thousands of unrelated users — are now entering manual review. Analysts spend
AMLBot Academy ERC-4337 Account Abstraction and AML: How Smart Wallets Change Transaction Screening A compliance system receives an Ethereum TXID. The top-level from address belongs to a Bundler — an infrastructure operator that submits transactions to the network. The top-level to address is EntryPoint — a shared contract that coordinates smart-wallet execution. Gas is paid through a Paymaster — a separate entity sponsoring
AMLBot Academy Proof of Reserves Is Not Proof of Clean Funds: What AML Checks Are Still Needed An exchange publishes its reserve wallet addresses. The balances match the reported snapshot. An auditor or verification provider confirms control of the selected wallets. Customers can verify their inclusion in the liabilities structure through a Merkle Proof. The company announces that its reserves are transparent and fully backed. But none
AMLBot Academy Self-Hosted Wallet Ownership Verification: What Crypto Businesses Can and Cannot Prove A verified customer adds an external withdrawal address to their account. The platform asks the customer to sign a challenge message with the corresponding private key. The signature is valid. The address is whitelisted as "customer-owned." Months later, an investigation reveals that the wallet is a company
AMLBot Academy Blockchain Evidence in Court: How to Preserve On-Chain Data and Maintain Chain of Custody An investigator finds the transaction that moved stolen funds from a victim's wallet. They save a screenshot from a block explorer, copy the transaction hash into a report, build a fund-flow graph, and send the file to the client. Months later, the case reaches a lawyer or
AMLBot Academy Smart Contract AML Screening: How to Assess DEXs, Bridges, and DeFi Protocols A crypto business plans to add DEX routing to its product. The protocol is well known — it has a website, multiple security audits, substantial TVL, and a recognizable brand. The compliance team screens the protocol's main contract address and finds no sanctions match. The integration proceeds. Six months
AMLBot Academy Crypto Money Mules and Account Renting: How Verified Accounts Move Illicit Funds In June 2026, a coordinated investigation supported by Eurojust and Europol shut down a crypto laundering service suspected of processing more than EUR 336 million in criminal proceeds between 2022 and 2025. Ransomware operators sent stolen assets to wallets controlled by the group and received "cleaned" funds back
Investigations & Case Studies Crypto Investigation Case: How AMLBot Recovered $270K Stolen from a Ledger Using OSINT One day the client’s balance was there, the next it wasn’t. No suspicious emails they could point to, no unusual activity they’d noticed, no clear moment where something had gone wrong. Just 270,000 USDT missing from a Ledger hardware wallet. What happened next showcases how OSINT
Investigations & Case Studies A Fake Zoom Call Nearly Cost This Company Hundreds of Thousands in ETH Working in the crypto industry can cause you to believe that you’re prone to scammers. The hard truth is that anyone’s susceptible to fraud no matter the position, especially when AI tools producing hyperrealistic deepfakes are growing more advanced by the minute. Our case from early 2026 proves
Investigations & Case Studies $650,000 USDT Stolen While The Owner Was Traveling – Tether Froze It All In late December 2025, a crypto holder was moving between countries. While they were traveling, someone gained access to the holder’s wallet and transferred 650,000 USDT – held on the Tron (TRC-20) network – to an address they controlled. The theft was discovered within hours of the victim regaining
Investigations & Case Studies Featured Report: Stablecoin Flows Through Crypto Privacy Tools: $4.2B Exposed Intro On April 18, 2026, attackers drained $292 million from Kelp DAO's rsETH bridge in what became the largest DeFi exploit of the year. Within days, stolen funds began flowing through privacy protocols — THORChain, Umbra, Chainflip — prompting Umbra to shut down its own frontend to curb further laundering.
Investigations & Case Studies Circle Froze 16 Business Hot Wallets — Including a Blockchain Bridge Smart Contract Last updated: March 26, 2026. This post will be updated as the situation develops. On the evening of March 23, 2026, Circle Internet Financial executed a mass USDC blacklist action against 16 wallet addresses simultaneously. The wallets belonged to operating crypto businesses — casinos, forex brokers, and payment processors — processing thousands
Investigations & Case Studies Featured Crypto Crime Report 2025-2026: Insights from 2,500+ Real Investigations Intro This report is based on the analysis of 2,500+ real crypto crime investigations conducted by AMLBot across 2025-2026, covering fraud, theft, hacks, and post-incident tracing cases across multiple blockchains and services. Rather than focusing on isolated incidents or public breach disclosures, the study examines how crypto
Investigations & Case Studies $13.5M Lost in Aperture Finance & SwapNet Exploit: Full On-Chain Breakdown Date: February 3, 2026 Incident Type: Smart-Contract Exploit (Unlimited Approval) Total Losses: ~$13,500,000+ In late January 2026, the DeFi ecosystem was rocked by a series of linked exploits targeting Aperture Finance and 0xswapnet. Despite serving different niches, both protocols fell victim to the same critical architectural flaw:
Investigations & Case Studies Trust Wallet Browser Extension Compromise: $7.3M Lost in a Supply-Chain Attack TL;DR: A second wave of the SHA1-Hulud worm compromised Trust Wallet’s browser extension, leading to the theft of mnemonic phrases and over $7.3 million in crypto losses. The attackers exploited infected NPM Packages, deployed a malicious extension update, and laundered funds through cross-chain bridges, swap
Reports Featured Stablecoin Freezes 2023–2025: A Data-Backed Analysis of USDT vs USDC by AMLBot Summary: A new data analysis of stablecoin freezing activity from 2023 to 2025 reveals major differences in scale and approach between the two leading issuers, Tether (USDT) and Circle (USDC). In this new report, AMLBot analyzes stablecoin freezes across Ethereum and TRON to map how USDT and USDC have been
Investigations & Case Studies 🚨 Joint Intel Strike — DeepCode × AMLBot Trace “1688shuju,” a Darknet Seller of Verified Exchange Numbers On 22 August 2025, the DeepCode intelligence team identified a darknet marketplace listing by the actor “1688shuju” on darkforums[.]st offering large batches of verified phone numbers tied to major cryptocurrency exchanges (Binance, OKX, Coinbase, KuCoin, HTX). During an undercover engagement, DeepCode obtained a payment endpoint used to purchase the
Investigations & Case Studies Private-Key Compromise After $16M Hyperliquid Trade — Full On-Chain Breakdown A Hyperliquid whale lost $20M+ after a private-key compromise. Using AMLBot’s Tracer, we mapped the visible on-chain flow: ~$17M moved from the trader’s wallet to Arbitrum, was bridged (incl. via deBridge) and converted to DAI. Another ~$3.1M in MSYRUPUSDP was taken from the Plasma Syrup
Investigations & Case Studies UXLINK Hack Explained: AMLBot On-Chain Analysis Reveals a Possible Staged Phishing Twist The hacker got hacked. But was it real? Dive into our on-chain breakdown of the UXLINK exploit and its tangled money trail.
Investigations & Case Studies How AMLBot's Crypto Recovery Service Helps Victims Get Back Stolen Crypto Assets The cryptocurrency adoption has brought opportunities alongside risks. As digital asset markets mature, criminals have developed complex attack vectors to steal funds from unsuspecting victims. In this environment, crypto recovery service providers like AMLBot have emerged as critical allies for victims seeking to recover their stolen assets through professional blockchain
Investigations & Case Studies Featured Breaking Down the Nobitex Hack: Timeline, Impact, and Key Takeaways Nobitex’s Role in Iran’s Crypto Ecosystem Founded in 2017 by CEO Amirhosein Rad, Nobitex has grown into Iran’s largest cryptocurrency exchange. It serves as a critical hub for Iranian crypto users, handling the majority of the country’s digital asset trading activity. Nobitex claimed to process 70%
Investigations & Case Studies Can Machine Learning Catch Criminals Before the Blockchain Does? – Report Traditional AML tools struggle to keep pace with the scale and speed of illicit activity in crypto. In this exploratory study, the AMLBot Team investigates whether behavior-based machine learning can spot suspicious entities before they appear on blacklists and how explainability tools like SHAP make this process transparent. We
Investigations & Case Studies Tether Freeze Gap Becomes Laundering Loophole for Criminals An Analytical Report Download the Full Report Tether’s USDT stablecoin is usually perceived as a compliance-friendly instrument in the crypto industry, with the company using its ability to freeze suspicious wallets as per law enforcement requests. However, AMLBot’s Forensics Team finds a critical vulnerability: a significant lag between the initiation
Reports Crypto Drainers: How They Operate and a Case Study of Medusa and Its Broader Ecosystem Click the Link Below To Get the Full Report and Learn How To Stay One Step Ahead: Download the Full Report Drainers have become one of the most dangerous tools used by crypto scammers. With just one wrong click, users can unknowingly approve malicious transactions — giving full access to their
Investigations & Case Studies Honey Trap: How Address Poisoning Scammed $50K — and How It Was Recovered What Happened? Earlier this year, a Czech company fell victim to an address poisoning scam scheme, resulting in the loss of $50,000+ in USDT. The scam exploited the company's operational routine, targeting its treasury wallet and leveraging address similarities to divert funds to a malicious actor'