University Researchers Who Built a CSAM Scanning System Urge Apple to Not Use the 'Dangerous' Technology

Respected university researchers are sounding the alarm bells over the technology behind Apple's plans to scan iPhone users' photo libraries for CSAM, or child sexual abuse material, calling the technology "dangerous."

apple privacy
Jonanath Mayer, an assistant professor of computer science and public affairs at Princeton University, as well as Anunay Kulshrestha, a researcher at Princeton University Center for Information Technology Policy, both penned an op-ed for The Washington Post, outlining their experiences with building image detection technology.

The researchers started a project two years ago to identity CSAM in end-to-end encrypted online services. The researchers note that given their field, they "know the value of end-to-end encryption, which protects data from third-party access." That concern, they say, is what horrifies them over CSAM "proliferating on encrypted platforms."

Mayer and Kulshrestha said they wanted to find a middle ground for the situation: build a system that online platforms could use to find CSAM and protect end-to-end encryption. The researchers note that experts in the field doubted the prospect of such a system, but they did manage to build it and in the process noticed a significant problem.

We sought to explore a possible middle ground, where online services could identify harmful content while otherwise preserving end-to-end encryption. The concept was straightforward: If someone shared material that matched a database of known harmful content, the service would be alerted. If a person shared innocent content, the service would learn nothing. People couldn't read the database or learn whether content matched, since that information could reveal law enforcement methods and help criminals evade detection.

Knowledgeable observers argued a system like ours was far from feasible. After many false starts, we built a working prototype. But we encountered a glaring problem.

Since Apple's announcement of the feature, the company has been bombarded with concerns that the system behind detecting CSAM could be used to detect other forms of photos at the request of oppressive governments. Apple has strongly pushed back against such a possibility, saying it will refuse any such request from governments.

Nonetheless, concerns over the future implications of the technology being used for CSAM detection are widespread. Mayer and Kulshrestha said that their concerns over how governments could use the system to detect content other than CSAM had them "disturbed."

A foreign government could, for example, compel a service to out people sharing disfavored political speech. That's no hypothetical: WeChat, the popular Chinese messaging app, already uses content matching to identify dissident material. India enacted rules this year that could require pre-screening content critical of government policy. Russia recently fined Google, Facebook and Twitter for not removing pro-democracy protest materials.

We spotted other shortcomings. The content-matching process could have false positives, and malicious users could game the system to subject innocent users to scrutiny.

We were so disturbed that we took a step we hadn't seen before in computer science literature: We warned against our own system design, urging further research on how to mitigate the serious downsides....

Apple has continued to address user concerns over its plans, publishing additional documents and an FAQ page. Apple continues to believe that its CSAM detection system, which will occur on a user's device, aligns with its long-standing privacy values.

Popular Stories

iOS 26

iOS 26.2 Coming Soon With These 8 New Features on Your iPhone

Thursday December 11, 2025 8:49 am PST by
Apple seeded the second iOS 26.2 Release Candidate to developers earlier this week, meaning the update will be released to the general public very soon. Apple confirmed iOS 26.2 would be released in December, but it did not provide a specific date. We expect the update to be released by early next week. iOS 26.2 includes a handful of new features and changes on the iPhone, such as a new...
AirPods Pro Firmware Feature

Apple Releases New Firmware for AirPods Pro 2 and AirPods Pro 3

Thursday December 11, 2025 11:28 am PST by
Apple today released new firmware designed for the AirPods Pro 3 and the prior-generation AirPods Pro 2. The AirPods Pro 3 firmware is 8B30, up from 8B25, while the AirPods Pro 2 firmware is 8B28, up from 8B21. There's no word on what's include in the updated firmware, but the AirPods Pro 2 and AirPods Pro 3 are getting expanded support for Live Translation in the European Union in iOS...
iOS 26

iOS 26.4 and iOS 27 Features Revealed in New Leak

Friday December 12, 2025 10:56 am PST by
Macworld's Filipe Espósito today revealed a handful of features that Apple is allegedly planning for iOS 26.4, iOS 27, and even iOS 28. The report said the features are referenced within the code for a leaked internal build of iOS 26 that is not meant to be seen by the public. However, it appears that Espósito and/or his sources managed to gain access to it, providing us with a sneak peek...
Google maps feaure

Google Maps Quietly Added This Long-Overdue Feature for Drivers

Wednesday December 10, 2025 2:52 am PST by
Google Maps on iOS quietly gained a new feature recently that automatically recognizes where you've parked your vehicle and saves the location for you. Announced on LinkedIn by Rio Akasaka, Google Maps' senior product manager, the new feature auto-detects your parked location even if you don't use the parking pin function, saves it for up to 48 hours, and then automatically removes it once...
iOS 26

Apple Releases iOS 26.2 With Alarms for Reminders, Lock Screen Changes, Enhanced Safety Alerts and More

Friday December 12, 2025 10:10 am PST by
Apple today released iOS 26.2, the second major update to the iOS 26 operating system that came out in September, iOS 26.2 comes a little over a month after iOS 26.1 launched. ‌iOS 26‌.2 is compatible with the ‌iPhone‌ 11 series and later, as well as the second-generation ‌iPhone‌ SE. The new software can be downloaded on eligible iPhones over-the-air by going to Settings >...
Foldable iPhone 2023 Feature 1

Apple to Make More Foldable iPhones Than Expected [Updated]

Tuesday December 9, 2025 9:59 am PST by
Apple has ordered 22 million OLED panels from Samsung Display for the first foldable iPhone, signaling a significantly larger production target than the display industry had previously anticipated, ET News reports. In the now-seemingly deleted report, ET News claimed that Samsung plans to mass-produce 11 million inward-folding OLED displays for Apple next year, as well as 11 million...
AirTag 2 Mock Feature

Apple AirTag 2: Four New Features Found in iOS 26 Code

Thursday December 11, 2025 10:31 am PST by
The AirTag 2 will include a handful of new features that will improve tracking capabilities, according to a new report from Macworld. The site says that it was able to access an internal build of iOS 26, which includes references to multiple unreleased products. Here's what's supposedly coming: An improved pairing process, though no details were provided. AirTag pairing is already...
iOS 26

15 New Things Your iPhone Can Do in iOS 26.2

Friday December 5, 2025 9:40 am PST by
Apple is about to release iOS 26.2, the second major point update for iPhones since iOS 26 was rolled out in September, and there are at least 15 notable changes and improvements worth checking out. We've rounded them up below. Apple is expected to roll out iOS 26.2 to compatible devices sometime between December 8 and December 16. When the update drops, you can check Apple's servers for the ...
macOS Tahoe 26 Thumb

Apple Releases macOS Tahoe 26.2 With Edge Light

Friday December 12, 2025 10:08 am PST by
Apple today released macOS Tahoe 26.2, the second major update to the macOS Tahoe operating system that came out in September. macOS Tahoe 26.2 comes five weeks after Apple released macOS Tahoe 26.1. Mac users can download the macOS Tahoe update by using the Software Update section of System Settings. macOS Tahoe 26.2 includes Edge Light, a feature that illuminates your face with soft...

Top Rated Comments

Geert76 Avatar
56 months ago
Apple, just cancel this on device surveillance software
Score: 166 Votes (Like | Disagree)
nvmls Avatar
56 months ago
They clearly don't know how the technology works.. oh wait
Score: 125 Votes (Like | Disagree)
nexu Avatar
56 months ago
This is getting more and more disturbing
Score: 117 Votes (Like | Disagree)
TheRealNick Avatar
56 months ago
If they don’t cancel this I’m seriously going to have to look at alternative products, which saddens me.
Score: 108 Votes (Like | Disagree)
dwsolberg Avatar
56 months ago
It's time for Apple to admit it's made a mistake. It's seriously bizarre they ever thought this was a good idea.
Score: 95 Votes (Like | Disagree)
VulchR Avatar
56 months ago
Waiting for the surveillance apologists to argue these two researchers "don't understand" the process...
Score: 93 Votes (Like | Disagree)