On 13 October 2026, the US Justice Department announced the results of a "Joint Disruption Week" held from 6 October. The operation brought together the Scam Center Strike Force, the UK National Crime Agency (NCA), Ghana's Cyber Security Authority and Nigeria's EFCC. The headline numbers: 28 arrests, more than 3.7 million accounts, pages and groups removed by private partners, and leads on more than 30 suspected scam centres (DOJ). Nineteen of the arrests were in Sasaabi, outside Accra; nine were in Nigeria's Delta State.
The model deserves credit. It also shows where it needs guardrails.
The strongest case for the crackdown
The argument for aggressive, industry-backed enforcement is serious. The same DOJ release cites FBI IC3 data showing 72,984 investment-scam reports in 2025, with crypto-related investment scam losses up 24% to more than $7.2 billion. Scam operations of this kind run like businesses, recruiting and training staff and rotating through accounts faster than any single police force can follow. Platforms hold the data that links an account to a compound, and no national agency can see across all of them at once. If you want victims to stop losing money, you need the platforms in the room.
That is what happened here. The NCA hosted more than 100 people from 15 agencies and 15 companies in London between 6 and 9 October, including Meta, Microsoft and Google (NCA). Meta's own account says it removed more than 3.7 million accounts, pages and groups based in West Africa, most of which impersonated American and British users. Coinbase reported identifying more than 65 active scam victims and stopping over $415,000 in potential losses, and Silent Push mapped more than 35,000 malicious domains (Meta).
What the numbers do and do not show
The figures need careful reading. The 3.7 million removals are a measure of platform activity. They are not a measure of criminals caught. Against 28 arrests, the ratio is roughly 130,000 accounts per arrest. Accounts are cheap to recreate. Arrests, seizures and frozen funds are what impose real cost on a scam enterprise, and on that last measure the record is thin: officials identified more than $11 million in "potentially freezable" funds but did not say how much was actually frozen or seized (The Record).
The other number to read carefully is the loss figure. Ghanaian police identified 89 scam victims with approximate losses of $8.3 million, but that is a count of victims found in one operation, not an estimate of the harm done by the networks overall.
The trafficking finding changes the policy question
The most important line in the announcement is not the arrest count. Ghana identified 117 people as suspected trafficking victims, now awaiting repatriation to Nigeria. Reporting notes that several people initially detained in the Ghana raids were later identified as possible victims who may have been coerced into criminal work (Meta via MyJoyOnline). The DOJ draws the comparison itself, describing West African operations as resembling the Southeast Asian scam compounds.
This matters for how Nigeria and Ghana should design enforcement. A model that counts arrests as success will sweep up coerced workers alongside the organisers. Trafficked people held in a compound and told to run romance scripts are, in law and morally, victims. A proportionate approach screens for coercion at the point of detention, before charging decisions, and treats the people running the operation as the target. Repatriation also has to be backed by services in Nigeria, not just a flight home.
Where Nigeria's own regulators fit
Nigeria's contribution here was by the EFCC. The country's communications and digital regulators were not named as participants in the announcements I reviewed, and I found no evidence that the Nigerian Communications Commission had a role. That is worth saying plainly, because the topic invites speculation about telecom and platform mandates that the facts do not support.
The lesson is that this operation worked without any new platform mandate. Companies removed content and shared leads voluntarily, under their own terms of service, and law enforcement acted on the intelligence through ordinary criminal powers. Nothing in the announcements suggests the outcome required licensing regimes for social media, mandatory identity verification for users, or broad takedown duties.
That should shape the response in Abuja and Accra. Pressure to turn this success into a statutory duty on platforms to police fraud proactively is predictable. The risks of doing so are real: over-removal of legitimate accounts, pressure to verify real identities that would chill anonymous speech by journalists and activists, and compliance costs that fall hardest on smaller Nigerian services rather than the large platforms that already do this work. Voluntary cooperation, backed by clear legal process for data requests, produces the benefits without those costs.
What to watch
Three things will show whether this was a durable shift or a one-week event. First, prosecutions: whether the 28 arrests produce charges against organisers and not only low-level operators. Second, funds: how much of the $11 million is actually frozen and returned to victims. Third, process: whether the intelligence-sharing between platforms and police has a published legal basis, retention limits and oversight, so that account removals and data handovers can be challenged when they are wrong.
The NCA says the effort was paid for through the Home Office's Integrated Security Fund, and Meta points to the UK's planned Online Crime Centre as a successor. A repeatable model is exactly what West African enforcement needs. It should be judged by victims protected and organisers convicted, not by account-removal totals.