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Shadows, roofs, job ads give Ukrainian arms plants away to Russian analysts, Ukrainian experts warn

30 October 2026 at 12:31

Screenshot from Bellingcat’s investigation into the downing of MH17

Russian analysts can locate Ukrainian weapons plants from details in published photos and TV footage, Ukrainian defense outlet Oboronka reported on 29 October. Open-source researchers told the outlet how to hide those details.

Ukraine plans to build 7 million drones this year, and Russia is hunting the plants that make them. In June, the Security Service of Ukraine (SBU) said Russia’s GRU military intelligence was gathering data to prepare air strikes on defense plants and attacks on their engineers.

A TV clip, then missiles

On 7 April 2022, Ukrainian channel 1+1 aired a report from a workshop at the Kyiv Armored Plant converting captured Russian military equipment for Ukraine’s forces. On 14 April, Rybar, an anonymous pro-Russian Telegram channel, posted the factory’s location. Russian missiles hit the workshop on 16 April, killing at least three civilians, the Centre for Information Resilience (CIR) found.

A frame from the 1+1 report filmed at the Kyiv Armored Plant, aired on 7 April 2022
A frame from the 1+1 report filmed at the Kyiv Armored Plant, aired on 7 April 2022. Screenshot: Centre for Information Resilience

Retracing the likely method, CIR wrote that wall colors, window size, and ceiling height could single out the plant, and Google Earth imagery the workshop. InformNapalm researcher Andrii Lisitsyn told Oboronka that matching a frame with old photos, satellite images, job ads, or staff profiles quickly narrows the search.

A Gaussian blur smears pixels but keeps part of the information, Oboronka wrote. In a 2020 blog post, aerospace engineering student Gonçalo Raposo showed it can be fully reversed if the exact filter and edge handling are known. Pixelation fails too: a 2022 neural network reconstructs plausible faces from pixelated images. Lisitsyn advises cropping or fully opaque masking instead, plus checking file metadata.

Leaks beyond photos

Some Ukrainian defense enterprises still keep accounts and procurement records in Russian 1C software, Oboronka wrote. Since 6 January 2026, 1C products have been on the State Special Communications Service’s list of banned software. The ban covers systems with state information resources and critical information infrastructure owned or managed by state bodies, state enterprises, and local governments, the service said.

Oboronka also wrote that days before the full-scale invasion, Spanish journalist Pablo González photographed production lines at engine maker Motor Sich. Poland held him from February 2022 until a prisoner swap sent him to Russia in August 2024. Prosecutors then indicted him under both his names, Pablo González and Pavel Rubtsov, for spying for Russian military intelligence.

Posting strike videos online may help Russia tune its drones’ optical targeting. Moscow now pays people to film hits, Ukrainian adviser warns

15 October 2026 at 21:20

Jet powered Shahed-136 kamikaze drone Credit: Open sources

Filming a drone strike and posting it online may be quietly teaching Russia’s drones to aim better. Russia is collecting footage of its Geran attack drones striking Ukraine, probably to check how its optical target-recognition and guidance algorithms perform in combat, presidential defense-technology adviser Serhii “Flash” Beskrestnov says.

Russia has fitted its jet-powered Geran drones with machine vision that lets them recognize and track targets on their own in the final seconds of flight, a capability Ukraine’s electronic warfare cannot easily defeat. Now, Moscow is paying people inside Ukraine to film where those drones land, which Flash says is no coincidence after four years of not asking.

“Across many Telegram channels, the enemy is asking traitors to film videos of ‘Geran’ impacts and transmit information for a reward. For four years they didn’t ask, and suddenly it has become so crucial,” Beskrestnov notes.

The reason, he believes, lies in those optical guidance systems. Russian forces need impact footage to see how its algorithms are performing in real combat conditions, according to the expert.

The warning Flash is pressing on civilians

His takeaway for them is blunt: stop posting the videos of Russian assaults. He stresses the serious danger of publishing footage of impact sites and urges people not to film or share it.

“This serves as a signal to everyone: do not film and do not publish videos of ‘Shahed’ hits. You see how vital and necessary this is to Russia,” Beskrestnov adds.

Earlier, Ukrenergo board chairman Vitaly Zaichenko said that a Russian drone severed a unique power transmission tower at the Dnipro River crossing in Kyiv, and it cannot be restored. He added that the company was developing new technical solutions "on the fly, and very fast."

It would start the procedures for those solutions from 15 October. Russia’s use of drones able to sever metal towers is a new and serious challenge for Ukraine’s power engineers.

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