neural-hash-collider
GmsCore
neural-hash-collider | GmsCore | |
---|---|---|
37 | 432 | |
651 | 7,077 | |
- | 6.3% | |
1.2 | 9.5 | |
about 1 year ago | 2 days ago | |
Python | Java | |
MIT License | Apache License 2.0 |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
neural-hash-collider
- Daily General Discussion - October 27, 2022
- [@tim_cook about privacy] “We believe privacy is a fundamental human right, and the best technology is one that people can trust. At Apple, we’re constantly innovating to give our users more control over how their data is used and the choice with whom to share it.”
- Under pressure from Russian government Google, Apple remove opposition leader's Navalny app from stores as Russian elections begin
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Apple delays iPhone photo-scanning plan amid fierce backlash
That assumes the hash is base 26 which would be fun, but most hashing systems including NeuralHash are hexadecimal. NeuralHash also outputs 24 character hashes so there are 1624 possible NeuralHashes. However all of that ignores that NeuralHash is designed so that visually similar images will return the same hash on purpose. You can even provide two images of your choosing to this library and it will make them collide https://github.com/anishathalye/neural-hash-collider
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Delays Aren't Good Enough–Apple Must Abandon Its Surveillance Plans
This is incorrect.
The images in this link [1], are completely different. One is a cat, one is a dog. Same hash produced for both.
[1] https://github.com/anishathalye/neural-hash-collider
- GitHub - anishathalye/neural-hash-collider: Preimage attack against NeuralHash 💣
- The All-Seeing "i": Apple Just Declared War on Your Privacy
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Tell Apple: Don’t Scan Our Phones
And here: https://github.com/anishathalye/neural-hash-collider
- Apple Just Gave Millions of Users a Reason to Quit Their iPhones
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Apple Just Gave Millions Of Users A Reason To Quit Their iPhones
Also, Apple’s NeuralHash is rather prone to hash collisions, i.e. false positives, so you should absolutely expect at least some of your on-device pics to be viewed by unauthorized Apple/government personell.
GmsCore
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Apple Introduces M4 Chip
I, an engineer, am not doing this myself, too. There is a middle ground though: just use a privacy-oriented Android build, like DivestOS. [1]
There are a couple caveats:
1. It is still a bit tricky for a non-technical person to install. Should not be a problem if they know somebody who can help, though. There's been some progress making the process more user friendly recently (e.g. WebUSB-based GrapheneOS installer).
2. There are some papercuts if you don't install Google services on your phone. microG [2] helps with most but some still remain. My main concern with this setup is that I can't use Google Pay this way, but having to bring my card with me every time seems like an acceptable trade off to me.
[1]: https://divestos.org/
[2]: https://microg.org/
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Google Fit APIs get shut down in 2025, might break fitness devices
I have been running de-googled LineageOS since before it renamed/reformed from CyanogenMod, so since somewhere around 2013/14. That has looked rather different depending on what exactly I need from my phone but I'll share what my current set up looks like.
First, I have don't use any kind of Google/Samsung/Apple Pay wallets so if you do, this may not be helpful; I've never looked into trying to get any of those working. Also, by "de-googled" I mean that I don't have GApps installed on my phone. I do have microG[0] installed as a Magisk[1]/LSPosed[2] module; this allows a few apps to believe I have GApps while most apps do not see/have access. I do not turn on microG for any apps (i.e. no connection to the Google servers/services via microG).
Most of my apps come from F-Droid[3], a few from Aurora Store[4] (a 3rd-part frontend for the Play Store that does not require either an account or GApps installed), a very few from FFupdater[5], and have played with using Obtanium[6] but currently only have one (weather) app updating via it. I have several different repositories configured in F-Droid but I don't generally keep mental track of which repository I am dependent on for which apps; the default, IzzyOnDroid[7], Bitwarden[8], NewPipe[9], microG[10], and Collabora[11] are some of them.
I have two banking apps installed via Aurora Store, one of which requires microG and root-hiding (via Magisk module) while the other doesn't require either. My browsers (Firefox, Firefox Klar, Brave) come from FFupdater and none require microG. My texting (QUIK SMS), email (K-9 Mail), TOTP authenticator (Aegis), password manager (Bitwarden), GPS/Maps (OsmAnd), file syncing (Nextcloud), notes (Nextcloud Notes), HN reader (HN), and Contacts/Calendar sync (DAVx5, ICSx5) apps all come via F-Droid (either the main repo or others). I have many others apps which come from F-Droid or Aurora Store but the above are my most used.
For file, calendar, notes, photo, & contact syncing, I have a Nextcloud server set up and find it to work quite well; the Nextcloud apps are also quite good. Someone who doesn't want to run their own could use a hosted account[12]. Contacts & calendars are synced to Nextcloud via DAVx5 & ICSx5.
The primary challenges I am aware of at this point are hardware (it is increasingly difficult to install LineageOS on most hardware due to bootloader locks), and navigation (OpenStreetMap data usually doesn't include addresses in the USA). For hardware, the solution is essentially just to properly research the phone you want to buy; I always make sure the model is well supported by LineageOS before purchasing and then tend to hang on to it for several years. For navigation, I usually find the address on my desktop or mobile browser (via DuckDuckGo) and then manually input the location into OsmAnd before the trip but I also keep WeGo Here maps installed in case I don't have time for that (it usually takes <2 minutes and rarely more than 5 to manually find & enter the address). Additionally, getting the one banking app to work without GApps was a pain in the butt initially (requiring testing several Magisk & LSPosed modules), but now it just works and I don't really think about it.
Overall, I don't find my version of de-googled to be a detriment; my phone is useful and I have more control over my data and over annoyances (such as unnecessary notifications) than I would otherwise.
[0] https://microg.org
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LineageOS is currently installed on 1.5M Android devices
Is anyone here daily-driving microg and can share their experiences? https://github.com/microg/GmsCore/wiki/Implementation-Status does not exactly inspire confidence.
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Google Update Reveals AI Will Read All Your Private Messages
...will need to be rewritten to avoid Google Play Services.
Not true.
All that needs to happen is for open source developers to "re-implement Google’s proprietary Android user space apps and libraries".
https://microg.org/
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A closer look at e/OS: Murena's privacy-first 'deGoogled' Android alternative
microG itself connects directly to Google: https://github.com/microg/GmsCore/wiki/Google-Network-Connec...
No shit, of course they do.
>In general, we obviously try to minimize the connections to Google, but some services strictly rely on them and would just not work without.
What exactly do you think they should do instead?
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I need a help
MicroG
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Plans to update to 0.3 in microg's lineage builds?
In release notes for GmsCore v0.2.29.233013 (https://github.com/microg/GmsCore/releases/tag/v0.2.29.233013), I also see:
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[Help] Is there a module I can install that enables push notifications on a device without google services?
Yes, the Xposed module is one way. There are also other ways
- Firefox for Android is adding support for 400 add-ons
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Which MicroG fork and version should I use?
Which one should I use? Is this MicroG's official website right? (https://microg.org/)
What are some alternatives?
hardened_malloc - Hardened allocator designed for modern systems. It has integration into Android's Bionic libc and can be used externally with musl and glibc as a dynamic library for use on other Linux-based platforms. It will gain more portability / integration over time.
MinMicroG - Sources and scripts for MinMicroG installers. You shall find no prebuilt releases here.
neuralhash-collisions - A catalog of naturally occurring images whose Apple NeuralHash is identical.
FakeGApps - A better approach for microg
json - JSON for Modern C++
openauto - AndroidAuto headunit emulator
harbormaster
UnifiedNlp - Alternative network location provider for Android, with plugin interface to easily integrate third-party location providers.
glodroid_manifest - Android port that aims to bring both user- and developer-friendly experience in using AOSP with a set of single-board computers (SBC), phones and other devices.
opengapps - The main repository of the Open GApps Project
AppleNeuralHash2ONNX - Convert Apple NeuralHash model for CSAM Detection to ONNX.
anbox - Anbox is a container-based approach to boot a full Android system on a regular GNU/Linux system