neuralhash-collisions
A catalog of naturally occurring images whose Apple NeuralHash is identical. (by roboflow)
AppleNeuralHash2ONNX
Convert Apple NeuralHash model for CSAM Detection to ONNX. (by AsuharietYgvar)
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| neuralhash-collisions | AppleNeuralHash2ONNX | |
|---|---|---|
| 11 | 107 | |
| 149 | 1,517 | |
| 0.0% | - | |
| 0.0 | 0.0 | |
| over 1 year ago | over 2 years ago | |
| JavaScript | Python | |
| MIT License | Apache License 2.0 |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
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.
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.
neuralhash-collisions
Posts with mentions or reviews of neuralhash-collisions.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-10-27.
- Daily General Discussion - October 27, 2022
-
Apple’s Plan to Scan Photos in Messages Turns Young People Into Privacy Pawns
Sure. Here's one - https://github.com/roboflow-ai/neuralhash-collisions/tree/main/collisions/ba1d5ae53385e49505200f16
- FBI: California man accessed thousands of iCloud accounts in search for nude photos and videos
-
Hacker News top posts: Aug 25, 2021
A catalog of naturally occurring images whose Apple NeuralHash is identical\ (127 comments)
- A catalog of naturally occurring images whose Apple NeuralHash is identical
- Bay Area doctor found with 2k images, videos of child pornography on iCloud
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[P] Run NeuralHash in your browser!
The ImageNet collisions found here can be consistently reproduced in the demo
AppleNeuralHash2ONNX
Posts with mentions or reviews of AppleNeuralHash2ONNX.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-10-27.
- Legit app in Google Play turns malicious and sends mic recordings every 15 minutes
- Daily General Discussion - October 27, 2022
-
How did apple train its cp filtering algorithm?
Perhaps you're referring to the hash collisions that were generated for the client-side NeuralHash which was reverse engineered about a year ago: https://github.com/AsuharietYgvar/AppleNeuralHash2ONNX/issues/1
- [Request] A way to remove Apple’s new NeuralHash ( iCloud CSAM scanner )
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Google AI flags parents' accounts for potential abuse over kid's photos
Except Apple’s hashes have collisions where images that are similar in content but not identical will have the same hash. Meaning their process will have the same result: benign images being flagged as CSAM. See an example here https://github.com/AsuharietYgvar/AppleNeuralHash2ONNX/issues/1
- Apple Remains Silent About Plans to Detect Known CSAM Stored in iCloud Photos
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Apple should scan iPhones for child abuse images, says scanning technology inventor
perceptual hashes are completely broken due to false positives, like making a picture of a dog having the same hash as CSAM images. They are vulnerable to collision and have no preimage resistance, the most important feature. Because of that you can DOS conversations and people by sending dog images with the same hash as a CSAM: https://github.com/AsuharietYgvar/AppleNeuralHash2ONNX/issues/1
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UK cybersecurity chiefs back plan to scan phones for child abuse images | GCHQ | The Guardian
Specifically the fact that you can have one hash on two images, for example. There are other ways to abuse the CSAM system, which is confirmed by several researchers (one, two). And Apple saying it's not a concern... only to pull back on these plans.
- Frage zur drohenden Chatkontrolle
- Apple’s CSAM troubles may be back, as EU plans a law requiring detection
What are some alternatives?
When comparing neuralhash-collisions and AppleNeuralHash2ONNX you can also consider the following projects:
videohash - Near Duplicate Video Detection (Perceptual Video Hashing) - Get a 64-bit comparable hash-value for any video.
GmsCore - Free implementation of Play Services
neural-hash-collider - Preimage attack against NeuralHash 💣
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.
tfjs - A WebGL accelerated JavaScript library for training and deploying ML models.
onnxruntime - ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator
Watusi-for-WhatsApp - Your all-in-one tweak for WhatsApp Messenger!
OpenWifiPass - An open source implementation of Apple's Wi-Fi Password Sharing protocol in Python.
prettymaps - A small set of Python functions to draw pretty maps from OpenStreetMap data. Based on osmnx, matplotlib and shapely libraries.
ExpansionCards - Reference designs and documentation to create Expansion Cards for the Framework Laptop
OpenShadingLanguage - Advanced shading language for production GI renderers
neuralhash-collisions vs videohash
AppleNeuralHash2ONNX vs GmsCore
neuralhash-collisions vs neural-hash-collider
AppleNeuralHash2ONNX vs hardened_malloc
neuralhash-collisions vs tfjs
AppleNeuralHash2ONNX vs onnxruntime
neuralhash-collisions vs Watusi-for-WhatsApp
AppleNeuralHash2ONNX vs OpenWifiPass
neuralhash-collisions vs prettymaps
AppleNeuralHash2ONNX vs ExpansionCards
neuralhash-collisions vs OpenShadingLanguage
AppleNeuralHash2ONNX vs neural-hash-collider