# Russia's Matryoshka Bot Network Pushes Fake Midterm Videos on X

- URL: https://usa-24.com/russia-fake-midterm-videos-matryoshka/
- Publisher: USA 24
- Section: Artificial Intelligence (AI)
- Published: 2026-10-18T09:13:44.795Z
- Updated: 2026-10-18T09:13:44.801Z
- Topics: Election Security, Russian Disinformation, Midterm Elections 2026, Artificial Intelligence, Social Media

> Bloomberg reviewed 130 fake videos and doctored front pages that a Russian state-backed network published about the US midterms, as the FBI and CISA issued a public warning.

## Key takeaways

- Bloomberg reviewed 130 videos and doctored newspaper front pages that a Russian state-backed network published about the US midterms between September 10 and October 9.
- X suspended 80% of the distributing accounts Bloomberg identified and removed ten more after Bloomberg contacted the platform.
- Antibot4Navalny said some inflated posts reached about 200,000 views within the first hour, then stopped growing abruptly.
- On October 16, the FBI and CISA urged election officials and the public to stay alert to AI-generated misinformation ahead of the midterms.
- Attribution to Russia currently rests on private researchers and Bloomberg's reporting, not on a new formal US government finding for this campaign.

Bloomberg reviewed 130 videos and doctored newspaper front pages that a Russian state-backed network published about the US midterms between September 10 and October 9. Many falsely appeared to come from established news outlets. Russia fake midterm videos are now a matter for federal officials as well: on Friday, October 16, the FBI and CISA urged election officials and the public to stay alert to AI-generated misinformation and other digital manipulation before November.

Bloomberg's findings, as carried by [The Japan Times](https://www.japantimes.co.jp/news/2026/10/17/world/russia-disinformation-bots-us-midterms/) on October 17, describe a campaign that is both large and aimed directly at American voters. Researchers call the operation Matryoshka, also known as Operation Overload. It floods social media with clips that falsely appear to come from news organizations, then uses bots to make them look popular. USA 24 has already reported on [AI-generated campaign ads](https://usa-24.com/ai-political-ads-midterms-disclosure-gap/) ahead of the midterms. This story is different, because it involves a foreign influence operation rather than a domestic advertiser.

## Russia fake midterm videos: what the review found

The clips first appeared on X in early September. According to The Japan Times, they used celebrities including Robert De Niro, Julia Roberts and Cher, and pushed the hashtag #AllDemocratsAreCriminals. Researchers say the material appears aimed at US audiences directly, using American celebrities and CNN branding. That detail sets this operation apart from earlier Operation Overload activity, which is known for doctored clips that impersonate news organizations and then get amplified by bots.

Antibot4Navalny, an anonymous disinformation research group, flagged most of the videos. The US-based groups Graphika and dTeam independently corroborated and extended those findings, according to [UA.news](https://ua.news/en/world/doslidniki-viiavili-nakrutku-peregliadiv-feikiv-pro-demokrativ-u-ssha-the-japan-times). The core numbers are straightforward:

- 130 videos and doctored front pages reviewed by Bloomberg, published September 10 to October 9
- 80% of the distributing accounts suspended by X, plus 10 more removed after Bloomberg contacted the platform
- About 200,000 views within the first hour for some inflated posts, according to Antibot4Navalny
- An earlier, separate tally of 10 videos across four posts on X, with 44,000 to 62,000 views each

## How bots make fake posts look popular

The network uses bots to inflate view counts on fabricated posts about celebrities and Democratic candidates. Inflated numbers can make a fake look like something real people are already sharing, which is the point of the exercise.

Antibot4Navalny said some posts could reach about 200,000 views within the first hour and then stop growing abruptly. It considers that pattern atypical of organic spread. Most accounts posting the clips had few followers and had been dormant for years, a profile that points away from ordinary users. The earlier tally of 10 videos across four posts also carried view counts that were inflated by artificial methods.

In September, researchers said some clips used voice-cloned versions of actors. Others were built on footage from Cameo, a service where celebrities sell personalized videos, as [Free Malaysia Today](https://www.freemalaysiatoday.com/category/highlight/2026/09/15/russian-disinformation-campaign-sets-sights-on-us-midterms) reported. The sources do not say how many of the 130 videos were fully AI-generated and how many were edited real footage. When real clips are re-voiced, the line between synthetic and authentic becomes much harder for a casual viewer to see.

## Celebrities and candidates caught in the fake clips

The fakes borrow the likenesses of famous people, and according to Yahoo News' September coverage, the celebrities involved have publicly objected to their likenesses being used. The targets are not limited to entertainers. The fabricated posts also focus on Democratic candidates, which means the reputational risk extends to campaigns that have little control over what spreads.

Darren Linvill, a Clemson University expert on Russian influence campaigns, called the early activity “the first salvo in Russia's targeting” of the November vote. His warning points to the timing. A clip that looks like a real news report can circulate for hours before a campaign or fact-checker has time to respond, and the hashtag used here frames Democrats as criminals.

## How X responded and what remains unclear

After Bloomberg's reporting, X suspended 80% of the accounts Bloomberg identified as distributing midterm material. It removed ten more after Bloomberg contacted the platform. That is a substantial cleanup, but the sources do not say whether the suspensions will stop the network from returning under new accounts.

Attribution also has limits. The Russia link comes from private researchers and Bloomberg's reporting. The sources do not show a new, formal US government attribution for this specific campaign, and the FBI and CISA alert was general rather than specific to this network.

## What the FBI and CISA alert says and what it leaves out

According to Reuters, as reported by [Yahoo News](https://www.yahoo.com/news/politics/articles/russia-steps-up-online-campaign-sow-224630800.html), the FBI and CISA urged election officials and the public on Friday to stay alert to AI-generated misinformation and other digital manipulation ahead of the midterms. The sources do not describe the alert in detail, so its specific recommendations remain unverified beyond that summary.

The public record so far is less direct than it was in 2024. That year, ODNI, the FBI and CISA jointly said Russian operatives had “manufactured” a fake video falsely claiming Haitian immigrants voted illegally in Georgia, as [NBC News reported](https://www.nbcnews.com/politics/2024-election/russia-was-second-fake-video-spreading-false-voter-fraud-claims-us-off-rcna178442). That was a named, official attribution. US intelligence assessments also say Russia has used social media to influence US elections since 2016, so the pattern itself is not new.

## How to spot a fake election video before you share it

The reporting points to a few checks that take less than a minute. These are general guidance points drawn from the reporting, not official instructions.

- Check whether the clip appears on the claimed outlet's own website before you share it. A news logo on a video proves nothing on its own.
- Be skeptical of celebrity political videos, especially those carrying a news logo. The celebrities whose likenesses are used have objected.
- Treat very high view counts on fresh posts with caution. Antibot4Navalny flagged a pattern of about 200,000 views in an hour followed by a sudden stop.
- Look at the account. The accounts posting these clips had few followers and had been dormant for years.
- Wait for a second, credible source before resharing any clip about a candidate.

## What to watch before the November vote

Platforms and election officials are being asked to monitor for this activity. Three developments will show whether the response is working: whether suspended accounts reappear under new names, whether Antibot4Navalny, Graphika and dTeam publish more findings, and whether federal officials name Russia in a formal statement about this campaign. The midterms are weeks away, so those answers may come quickly.

If the network returns under new accounts, the next test will be whether platforms can flag fakes faster than bots can inflate them.

## Frequently asked questions

### Who is behind the fake Russia midterm videos?

Researchers attribute the activity to Matryoshka, also called Operation Overload, which they describe as a Russian state-backed operation. Antibot4Navalny flagged most of the videos, and Graphika and dTeam independently corroborated and extended the findings. The sources do not show a new, formal US government attribution for this specific campaign.

### How can I tell if a midterm election video is fake?

Check whether the clip appears on the claimed outlet's own website before sharing it. Be skeptical of celebrity political videos, especially those carrying a news logo, and treat very high view counts on fresh posts with caution. These are general guidance points from the reporting, not official instructions.

### Did X take action against the accounts spreading the videos?

X suspended 80% of the accounts Bloomberg identified as distributing midterm material. It removed ten more after Bloomberg contacted the platform. The sources do not say whether the suspensions will stop the network from returning under new accounts.

### What did the FBI and CISA say about the midterms?

According to Reuters, as reported by Yahoo News, the FBI and CISA urged election officials and the public on Friday, October 16, to stay alert to AI-generated misinformation and other digital manipulation. The sources do not describe the alert's specific contents in detail.

### Has the US government blamed Russia for fake election videos before?

Yes. In 2024, ODNI, the FBI and CISA jointly said Russian operatives had “manufactured” a fake video falsely claiming Haitian immigrants voted illegally in Georgia, according to NBC News. That attribution was official and named Russia directly.

## Sources

1. [Russia is using an army of bots to push fake U.S. election videos](https://www.japantimes.co.jp/news/2026/10/17/world/russia-disinformation-bots-us-midterms/)
2. [Russia Steps Up Online Campaign to Sow Midterm Election Chaos](https://www.yahoo.com/news/politics/articles/russia-steps-online-campaign-sow-224630800.html)
3. [Researchers uncover inflated views of fakes about US Democrats](https://ua.news/en/world/doslidniki-viiavili-nakrutku-peregliadiv-feikiv-pro-demokrativ-u-ssha-the-japan-times)
4. [Russian disinformation campaign sets sights on US midterms](https://www.yahoo.com/news/politics/articles/russian-disinformation-campaign-sets-sights-202751033.html)
5. [Russian disinformation campaign sets sights on US midterms](https://www.freemalaysiatoday.com/category/highlight/2026/09/15/russian-disinformation-campaign-sets-sights-on-us-midterms)
6. [Russian Kremlin bots have launched a campaign ahead of the U.S. election](https://ua.news/en/world/rosiiski-kremleboti-pochali-kampaniiu-pered-viborami-u-ssha)
7. [Russia was behind second fake video spreading false voter fraud claims, U.S. officials say](https://www.nbcnews.com/politics/2024-election/russia-was-second-fake-video-spreading-false-voter-fraud-claims-us-off-rcna178442)