Why the EU’s anonymisation method may not survive the GDPR test



Sergei Vassilvitskii, distinguished scientist at Google since 2012, has written to Brussels warning that the Commission’s proposed anonymisation scheme for forced search-data sharing is, by his red team’s own demonstration, breakable in 120 minutes. The decision deadline is 27 July.

There is a familiar genre of corporate complaint in EU regulatory proceedings: a US technology company protests a Brussels rule, frames the protest as a defence of user welfare, and is dismissed by regulators as making a self-interested argument in privacy clothing. The Reuters exclusive published on Tuesday makes that dismissal harder than usual.

Sergei Vassilvitskii, who has been a distinguished scientist at Google since 2012 and is one of the most-cited researchers in the field of differential privacy, has written to the European Commission warning that the Commission’s proposed anonymisation method for forced search-data sharing is breakable in less than two hours.

His exact words, in written comments to Reuters republished in the syndicated wire, were: “We are concerned because the EC’s approach to anonymisation fails to protect Europeans’ privacy: our red team managed to re-identify users in less than two hours.”

The number is unusually specific. It is also, on the technical literature, plausible.

What the EU is actually requiring

The proceeding sits inside the Digital Markets Act, the EU’s flagship competition framework for so-called gatekeeper platforms. On 27 January 2026, the Commission opened formal specification proceedings against Google under Article 6(11) of the DMA, which obliges gatekeeper search engines to grant third-party rivals access to anonymised ranking, query, click and view data on fair, reasonable and non-discriminatory (FRAND) terms.

Per the Commission’s own press materials, the proceeding is intended to specify, with operational precision, four things: the scope of the data that has to be shared, the anonymisation method that will be applied to it, the conditions of access, and the eligibility of AI chatbot providers (OpenAI, Anthropic, and others) to receive it.

Google’s compliance deadline is 27 July 2026. Failure to meet it could result in DMA charges with fines up to 10 per cent of the company’s global annual revenue. The Register noted in mid-April that Google has accumulated roughly €9.71bn in European antitrust fines since 2017, so the financial calculus on this proceeding is, even by Google’s standards, material.

What makes the proceeding unusual is that the proposed remedy, search-data sharing, is itself privacy-sensitive in ways most DMA remedies are not. The Information Technology and Innovation Foundation, in a 1 May filing, flagged the same fundamental tension: forcing a search engine to make user-search data available to rivals is, by definition, expanding the surface area on which user-search data can be exploited.

The Chamber of Progress raised parallel concerns the same week, and CyberInsider warned that the proposal could enable large-scale surveillance if anonymisation methods proved insufficient. Vassilvitskii’s intervention is the technical specification of that concern.

Anonymisation, in the modern privacy literature, is not a binary property of a dataset. It is a probabilistic property that depends on (a) the data itself, (b) the auxiliary information an attacker has access to, and (c) the technique used to anonymise. Vassilvitskii’s research career, per his Google Research profile, has focused specifically on differential privacy, the mathematical framework for measuring and bounding the re-identification risk in released datasets. His 2025 ACM SIGKDD paper on differentially private datasets for Google’s Topics API is one of the more rigorously documented applications of the framework to a live commercial system.

The two-hour claim, in that frame, is an empirical statement, not a rhetorical one. Vassilvitskii’s red team, working from a sample of search-engine query data anonymised under the Commission’s proposed method, was able to re-identify individual users within two hours. The anonymisation technique the Commission has proposed, in his framing, falls into a category of methods (typically combinations of pseudonymisation, aggregation, and noise injection) that have been demonstrated for over a decade to be vulnerable to linkage attacks when the underlying queries are sufficiently distinctive.

That vulnerability is not theoretical. In 2006, an anonymised release of AOL search data led to multiple users being identified by name within days, including a famous New York Times reconstruction of one specific user. The same principle applies, more starkly, to modern search data, which is now vastly more granular than the 2006 corpus and far easier to cross-reference against the public web.

There is a delicate political question Google has to navigate here. The company has spent the past decade arguing, sometimes credibly and sometimes not, that user privacy is one of its core commitments. The same company is now subject to a Commission proceeding that seeks to compel it to share user data with rivals on competition grounds.

The argument that doing so would harm user privacy, regardless of whether it is technically correct, is open to the obvious counter-charge that Google’s privacy concern has activated suspiciously alongside its commercial interest. 

The Vassilvitskii intervention is, on the available reporting, an attempt to defuse that counter-charge by anchoring the privacy argument in a researcher whose career independence and technical credibility are harder to dismiss. He has not just written a letter; he has met with Commission officials in person on Wednesday and has, per his own framing, proposed alternative anonymisation guardrails that would meet the DMA’s competitive intent without producing the re-identification risk his red team has demonstrated.

Whether the Commission accepts that framing is a separate question. The political pressure on the proceeding runs in both directions: AI competitors (OpenAI, Anthropic, Perplexity, Mistral) want access to Google’s search data on the most permissive possible terms, both because it would substantially improve their commercial positions in retrieval-augmented generation and because the precedent itself, that gatekeeper search data is shareable on FRAND terms, is strategically valuable. Privacy advocates and researchers, of which Vassilvitskii is now publicly one, want the most restrictive possible terms. The Commission has six months to thread the needle.

The wider regulatory frame

Vassilvitskii’s intervention lands inside a Brussels regulatory environment that is itself under unusual strain. TNW reported earlier this year on Europe’s broader struggle over whether to dismantle parts of its own regulatory architecture in order to compete more effectively with the US, with several recent moves to soften AI Act provisions and accelerate competitive responses to US dominance in the model layer.

We have tracked the AI Act’s enforcement timeline, with high-risk system rules entering into force in August. The DMA proceeding against Google sits alongside that calendar, but on the competition rather than the safety axis.

There is also a wider transatlantic dimension. TNW has covered the EU’s tightening posture on Chinese-origin connectivity infrastructure in parallel, and the broader picture is one in which Europe is simultaneously trying to constrain US gatekeepers (DMA), Chinese vendors (Cybersecurity Act recommendations), and its own regulatory drag on European AI startups.

The Vassilvitskii letter complicates that trilemma by raising the possibility that the EU’s own competition remedies, designed to weaken US gatekeeper positions, are themselves creating user-privacy exposure that the EU’s privacy framework (GDPR) was built to prevent.

It is, on a sober read, the kind of regulatory tension Europe has not previously had to resolve. TNW’s earlier coverage of the Italy-OpenAI ChatGPT GDPR enforcement established the principle that EU data-protection law applies extraterritorially to AI systems trained on European data.

The same principle, applied to the DMA’s data-sharing remedy, suggests that any anonymisation method the Commission specifies has to clear not just the DMA’s competition test but also the GDPR’s privacy test. The Commission has, in effect, written itself a problem in which the two tests pull in opposite directions.

What happens next?

Three things will determine the trajectory of the proceeding. The first is whether the Commission revises its anonymisation specification before the 27 July decision deadline. Vassilvitskii’s red team result, if reproduced or independently confirmed, would make a continued specification of the original method increasingly difficult to defend.

TNW has covered the EU’s broader push for digital sovereignty, and an outcome in which the Commission’s headline remedy fails its own privacy test would be the kind of outcome that European regulators tend to avoid by quiet revision rather than public reversal.

The second is whether the AI chatbot providers, OpenAI, Anthropic, Mistral, and others, who are the ostensible beneficiaries of the data-sharing rule, take a public position on the privacy question. So far they have not. Their commercial interest in obtaining the data on the most permissive possible terms is in tension with their public reputational interest in being seen as privacy-respecting model operators. The longer the Vassilvitskii framing remains uncontested, the harder that tension becomes to manage.

The third is whether the European Court of Justice eventually has to rule on whether DMA remedies that produce GDPR-violating outcomes are themselves legal under EU law. That is the kind of constitutional question Brussels has, until now, managed to avoid. The Vassilvitskii letter makes it more plausible that the question is asked, by Google in court, by privacy advocates in court, or by a national data-protection authority pre-empting the Commission’s specification.

None of this excuses Google’s commercial interest in the outcome. The company would, by any honest reading, prefer not to share its search data with rivals at all, and its privacy argument is being deployed in service of a pre-existing competitive position.

]What has changed, is that the privacy argument is now being made by someone whose technical credibility is harder to write off and whose career has been spent in the specific sub-field that the Commission’s proposed remedy depends on.

The decision deadline is 27 July. Vassilvitskii’s two-hour figure has, on the public record, been entered into the proceeding’s evidence base. Whether it produces a revision, a delay, a litigation track, or a quiet political accommodation is the question Brussels has roughly twelve weeks to answer. 



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Recent Reviews


iPhone 17 Pro Max vs Samsung Galaxy S26 Ultra

Prakhar Khanna and Jason Hiner/ZDNET

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It’s been several months since Samsung launched its Galaxy S26 series of phones, so now that the dust has settled, I’m reevaluating them against the industry’s best. That starts with the flagship Galaxy S26 Ultra

Between it and the best iPhone available, the iPhone 17 Pro Max, you might be wondering which one is the better investment. The easy answer is, “Stick with whichever OS you have now,” but in all honesty, both phones are good enough to justify a switch. If you’re going to go, go big! It doesn’t get much bigger than these two powerhouses, so let’s dive in and see which one is the winner.

Also: Google Pixel vs. Samsung Galaxy: I’ve tested both brands extensively, and there’s a clear winner

As it happens, I carry the iPhone 17 Pro Max, and also the latest Android phone, and it doesn’t get much more “latest” than the S26 Ultra, so these opinions are based on prior experience with the S25 Ultra, a good amount of hands-on review time with the S26 Ultra, and the specs we have on hand. 


You should buy the iPhone 17 Pro Max if…

iPhone 17 Pro Max in Cosmic Orange

Jason Hiner/ZDNET

1. You (or your family) are in the Apple ecosystem

Platform lock-in is a thing, and Apple has it better than most. Apple provides an entire ecosystem of devices and cross-device functionality that most other OEMs can’t match. It’s not that Samsung doesn’t have an ecosystem of its own, but Apple’s devices are designed from the ground up to work together. They’re on a level of detail that other ecosystems — including Samsung’s — can’t really compete with.

Also: I tested the iPhone Air for a week, and here’s why 17 Pro Max users shouldn’t sleep on it

Then, there’s the 800-pound gorilla in the room. If your family is also in the Apple ecosystem, there’s even more reason to stay there. One of the reasons I carry an iPhone everywhere is that my kids also have iPhones. “Dad, can you ring my phone?” is a common refrain in my house. Add iMessage and parental controls to that, and there are enough roadblocks to make not carrying an iPhone a pretty big headache.

There are software workarounds for just about everything an iPhone can do with other devices, but they’re just that — workarounds. If you want to be embedded in the Apple ecosystem, there is only one phone category you can carry.

2. You want a phone that just works

It’s a cliché, but it exists for a reason. Apple has a long history of being late to the party with a lot of features, but typically, when they get the feature, it’s very polished. Apple doesn’t take half-steps, and it rarely (though not never) treats its users like beta testers. It will take in the landscape, identify a feature that people like, and make it significantly better than the competition.

Also: I’ve tried every iPhone 17 model, and my golden rule for upgrading is changing in 2025

That philosophy extends to apps built for the platform as well. Apple maintains high standards for its App Store and approval process. I routinely encounter the same app on both platforms: it works flawlessly the first time on an iPhone but struggles on an Android phone. There’s a lot that goes into app development, especially on a platform like Android that can have multiple versions and flavors, so there’s no shade. Apple just delivers a better and more consistent experience.

3. You’re a video shooter

There are multiple reasons why the iPhone 17 Pro Max is the phone to use for video. First and foremost, it is storage. Put simply, the iPhone can get up to 2TB of onboard storage; the S26 Ultra maxes out at 1TB. A terabyte of storage seems like a lot — and it is, but if you’re shooting a ton of 8K or even 4K video, that’s going to chew up your storage in a hurry. This is also a solid argument if you’re a hardcore gamer, as they take up a lot of space these days.

Also: I’ve got one big reason to recommend a year-over-year upgrade to Apple’s iPhone 17 Pro Max

The iPhone also offers a really great video experience. From shooting in dedicated ProRes Raw mode to open gate shooting, if you’re a filmmaker, you want options, and the iPhone gives you a ton. There are also numerous apps in the App Store that you can use to capture, enhance, and edit your videos. 

Sure, there are apps in the Play Store for Android, but this combination of tools built for filmmakers makes the iPhone 17 Pro Max the phone to get for video enthusiasts.

You should buy the Samsung Galaxy S26 Ultra if…

Prakhar Khanna holding the Samsung Galaxy S26 Ultra.

Prakhar Khanna/ZDNET

1. You want the raw power

As recently as two years ago, this heading would have belonged under the iPhone category. But after Qualcomm rolled out the Snapdragon 8 Elite processor for the Galaxy, things changed. Of course, we’re talking about raw numbers here — user experience and vertical integration go a long way on Apple’s side, but Qualcomm’s processors have started to outperform Apple’s on benchmarking apps, and that’s a big deal.

Also: Samsung Galaxy S26 Ultra vs. Galaxy S25 Ultra: I’ve tried both flagships, and here’s my choice

Processing power is important in the realm of video processing/editing, gaming, and AI. If those are important categories for you, Samsung is the best game in town. The iPhone is a powerful machine, make no mistake, but the Samsung Galaxy S26 Ultra is currently the most powerful phone you can buy at the moment. 

2. You’re all-in on AI 

Samsung Galaxy S26

Prakhar Khanna/ZDNET

Unfortunately, Apple Intelligence has seen a few false starts now. Meanwhile, Samsung and Google keep rolling out AI-powered features one after another. This generation of Samsung phones is no exception, with Galaxy AI taking most of the headlines from this lineup of S26 smartphones. From editing images to the new Now Nudge feature, AI is all over this software release.

One particularly intriguing new feature is Gemini’s ability to summon an Uber with a command. Just tell Gemini where you want to go, and it’ll launch Uber, input the destination, and once you confirm, it’ll summon the car. This is the first of potentially numerous apps and services that can be further automated with AI. 

3. You value your privacy

Apple has always prided itself as a privacy-first company, and that’s fair enough. But Samsung is upping the ante with Privacy Screen, a hardware/software combination that could potentially change how people think about their phones and privacy. Samsung redesigned its screen to feature wide and narrow-angle pixels that the company can, through software, turn off individually to obscure the screen.

Also: Samsung Galaxy S26 Ultra vs. S24 Ultra: I compared both models, here’s who should upgrade

It doesn’t just block looky-loos in the airplane seat next to you from reading your texts, but because it’s software-driven, you can selectively block specific elements on your screen. So your whole screen is bright and beautiful, but a notification rolls in and only blocks the area where it appears. 

Writer’s choice

Both of these phones are downright fantastic — there’s no question. But at the end of the day, if I had to pick, I’d go with the Samsung Galaxy S26 Ultra. I have a dual-wielding phone lifestyle, but while I value the iPhone 17 Pro Max for its consistency and its comfort, Samsung and Android in general have a wider variety of fun form factors to play with, and that includes a multitude of accessories that you can buy into.

Apple works great within its ecosystem, and it’s just OK with everyone else. Android works very well with just about everything from Windows PCs to a wide variety of smartwatches and Bluetooth accessories. For everything an iPhone can connect to, an Android phone can connect to more. Plus, I didn’t even talk about the stylus here, because while I’m not a huge stylus person, I’m definitely a believer in the “it’s better to have it and not need it” philosophy.

Of course, as I mentioned before, I carry both. But I’m ultimately on Team Android, where I feel there’s more freedom. 

Specifications

iPhone 17 Pro Max

Samsung Galaxy S26

Display

6.9 AMOLED with 120Hz, 3000 nits peak

6.9″ QHD AMOLED 120Hz, TBD nits peak

Weight

233g

214g

Processor

Apple A19 Pro

Qualcomm Snapdragon 8 Elite Gen 5 for Galaxy

Storage

256GB, 512GB, 1TB, 2TB

256GB, 512GB, 1TB

Battery

5,088mAh, 25W wired charging and 25W wireless charging

5,000mAh, 60W wired charging and 25W wireless charging

Camera

48MP wide / 48MP Ultra Wide / 48MP telephoto (4xx) / 18MP front

200MP wide / 50MP telephoto (5x) / 10MP telephoto (3x) / 50 MP ultrawide / 12MP front

Price

Starting at $1,199

Starting at $1,299





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