Generating Collisions on NeuralHash
Proof of Concept : generating collisions on a neural perceptual hash - collisionLSH.py
Generating Collisions on NeuralHash launched on August 8, 2021 with 22 votes, #1,166 of 2,953 launches that month and more than 75% of that year's launches. The site was still online in September 2026, 5 years on.
In plain words
Generating Collisions on NeuralHash is a technical demonstration posted on GitHub that explores vulnerabilities in Apple's NeuralHash system. The project is designed for cryptographers, security researchers, and developers interested in image hashing and collision attacks. It stands out by showing practical methods to create different images that produce identical neural hashes, raising questions about the robustness of perceptual hashing algorithms used in content identification systems.
written from the facts on this page · September 2026
From the sources
Search Gists Search Gists Sign in Sign up You signed in with another tab or window. Reload to refresh your session. You signed out in another tab or window. Reload to refresh your session. You switched accounts on another tab or window. Reload to refresh your session. Dismiss alert {{ message }} Instantly share code, notes, and snippets. Clone this repository at <script src="https://gist.github.com/unrealwill/c480371c3a4bf3abb29856c29197c0be.js"></script> Save unrealwill/c480371c3a4bf3abb29856c29197c0be to your computer and use it in GitHub Desktop. Embed Select an option Embed Embed this gist in your website. Share Copy sharable link for this gist. Clone via HTTPS Clone using the…from gist.github.com
Does a similar job
all alternatives →
Neural-hash-collider – Find target hash collisions for NeuralHash2021 · github.com · ▲623Preimage attack against NeuralHash 💣. Contribute to anishathalye/neural-hash-collider development by creating an account on GitHub.
- 5N59a34eabe31910abfb06f308 – NeuralHash Collision Demo2021 · thishashcollisionisnotporn.com · ▲339
Generate a neural hash collision with any two images2021 · huggingface.co · ▲5Discover amazing ML apps made by the community
I am a high school student and I did research on 3D adversarial attacks2019 · arxiv.org · ▲116Abstract page for arXiv paper 1908.06062: Adversarial shape perturbations on 3D point clouds
A hash array-mapped trie implementation in C2023 · github.com · ▲171Long-simmering side project that is finally ready to see the light. HAMTs are a cool persistent data structure and implementing one has been a lot of fun. Beyond the code, there is likely some value in the extensive and largely complete implementation docs; basic benchmarks are linked in the README, too. Kind of aiming to be "the libavl for HAMTs". That is obviously a high and aspirational bar but a distinct possibility if it stirs up a little interest and/or contribution. Anyways, it's time for this to go out, collect feedback and maybe even some use outside of toy projects. Let me…
HyperLogLog intersections2018 · github.com · ▲88HyperMinHash: Bringing intersections to HyperLogLog - axiomhq/hyperminhash
More ai this month
the category →
Paintings by AI models: programs run through a simulation of oil paint.
AI · 21d ago · stillwet.art
PixVerse R2▲381A real-time world model you can explore and change
AI · 29d ago · world.pixverse.video
Source: Show HN post ↗
Launched alongside, August 2021
the whole month →- II
Hey all My name is Sindre, and I am the CTO of Scrimba (YC S20). For the last 7 years, I have written all my web apps in a full-stack programming language called Imba. It compiles to JavaScript and its main goal is to make web developers more productive. I just launched a major overhaul of Imba, so I wanted to share it here on HN, in case anyone are interested in learning more about it. It is very opinionated, so some of you might not like it, but I would love to hear anyones feedback regardless. Constructive criticism appreciated! The backstory: Imba initially started in 2012 as an effort…
Life & fun · 2021
- WB
Hello HN, Over the last year we've been building ente[1], a privacy-friendly, easy-to-use alternative to Google Photos. We've so far built Android[2][3], iOS[4], web[5] apps that encrypt your files and back them up in the background. You can access these across your devices, and share them with other ente users, end-to-end encrypted. You can also use our electron app[6] to maintain a local copy of your backed up files. We've built a fault-tolerant data replication layer that replicates your data to two different storage providers in the EU. We will be providing additional replicas as an…
Life & fun · 2021
