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24 alternatives to I am a high school student and I did research on 3D adversarial attacks

Abstract page for arXiv paper 1908.06062: Adversarial shape perturbations on 3D point clouds

This is a research project documenting a high school student's investigation into 3D adversarial attacks. The work explores how machine learning models can be fooled by specially crafted three-dimensional inputs. The… Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes. I am a high school student and I did research on 3D adversarial attacks launched in 2019; newer entries below may have overtaken it.

  1. 1
    Fabraix▲196

    We built Adversarial Cost to Exploit (ACE), a benchmark that measures the token expenditure an autonomous adversary must invest to breach an LLM agent. Instead of binary pass/fail, ACE quantifies adversarial effort in dollars, enabling game-theoretic analysis of when an attack is economically rational. We tested six budget-tier models (Gemini Flash-Lite, DeepSeek v3.2, Mistral Small 4, Grok 4.1 Fast, GPT-5.4 Nano, Claude Haiku 4.5) with identical agent configs and an autonomous red-teaming attacker. Haiku 4.5 was an order of magnitude harder to break than every other model; $10.21 mean…

    May 2026 · fabraix.com · its alternatives →

  2. 2

    Preimage attack against NeuralHash 💣. Contribute to anishathalye/neural-hash-collider development by creating an account on GitHub.

    2021 · github.com · its alternatives →

  3. 3

    I spent a lot of time and money on this rather big side project of mine that attempts to replicate the mechanistic interpretability research on proprietary LLMs that was quite popular this year and produced great research papers by Anthropic [1], OpenAI [2] and Deepmind [3]. I am quite proud of this project and since I consider myself the target audience for HackerNews did I think that maybe some of you would appreciate this open research replication as well. Happy to answer any questions or face any feedback. Cheers [1]…

    2024 · github.com · its alternatives →

  4. 4

    Abstract page for arXiv paper 2009.08454: ExGAN: Adversarial Generation of Extreme Samples

    2020 · arxiv.org · its alternatives →

  5. 5

    Anthropic and OpenAI's publicly available models are explicitly guard-railed so that they refuse offensive tasks. And their cyber-focussed models are gated for enterprises. This leaves SMEs and mid market open to major vulnerabilities. AI can be used as both an adversarial and defensive tool in the world of cyber. A worst case outcome is if only the adversaries have access. Meanwhile, most existing AI cyber tools are just wrappers. The problem is that they still have all the guardrails on from the foundation model where they will inherit its refusals. For this project we've post-trained a…

    Jun 2026 · argusred.com · its alternatives →

  6. 6IM

    As a grad student (and an ADHDer), I had trouble doing literature review systematically. To combat this, I made a website that finds similar papers using the meaning of the thing I am looking for. I used MixedBread's [^1] embedding model to generate vectors from the abstracts. I store and search similar vectors using Milvus [^2] and finally use Gradio [^3] to serve the frontend. I update the vector database weekly by pulling the metadata dataset from Kaggle [^4]. To speed up the search process on my free oracle instance, I binarise the embeddings and use Hamming distance as a metric. I would…

    2024 · papermatch.mitanshu.tech · its alternatives →

  7. 7
    Point-E▲174

    AI that creates 3D objects from text prompts

    2022 · github.com · its alternatives →

  8. 8VT

    Hi everyone! I'm the author of this project. I wrote it because I think that the math that makes characters move in games and movies is incredibly beautiful, and I wanted to give others a glimpse into it. It's crazy to think that quaternions, an abstract mathematical tool discovered by William Rowan Hamilton in 1843, would be so perfectly suited to solve hard problems in the world of 3D character animation more than a hundred years later. The story of how he discovered quaternions is also beautiful. Here's an excerpt from Wikipedia: "Hamilton was looking for ways of extending complex numbers…

    2022 · diegomacario.github.io · its alternatives →

  9. 9

    Beyond the classroom: How AR/VR are shaping education.

    2016 · soundcloud.com · its alternatives →

  10. 10

    A list of apps that use GANs to create fake-anythings

    2019 · thisxdoesnotexist.com · its alternatives →

  11. 11IT

    Experiments in expressing statistical thinking with interactive design

    2015 · r2d3.us · its alternatives →

  12. 12
    DragGAN▲192

    Interactive point-based manipulation of images

    2023 · vcai.mpi-inf.mpg.de · its alternatives →

  13. 13GP
  14. 14AV

    Discussions: Hacker News (63 points, 8 comments), Reddit r/programming (312 points, 37 comments) Translations: Arabic, French, Spanish Update: Part 2 is now live: A Visual And Interactive Look at Basic Neural Network Math Motivation I’m not a machine learning expert. I’m a software engineer by train

    2016 · jalammar.github.io · its alternatives →

  15. 15

    A system independent tool for interactive image manipulation with Voronoi and Delaunay data structures. - MauriceGit/Voronoi_Image_Manipulation

    2019 · github.com · its alternatives →

  16. 16

    We build d3d platform for civil firms for 3D-Models

    2025 · d3d.ai · its alternatives →

  17. 17

    :speaker: Deep Learning & 3D Convolutional Neural Networks for Speaker Verification - astorfi/3D-convolutional-speaker-recognition

    2017 · github.com · its alternatives →

  18. 18

    discussing Behavioural Analysis, Neuroscience and VR

    2016 · soundcloud.com · its alternatives →

  19. 19AR

    I think it's finally time to lock version 0.2 of my 4d side project. (Since previous Show HN a couple of years ago: https://news.ycombinator.com/item?id=37100760 I scrapped lots of stuff and concentrated on making a javascript "game engine") The sole purpose of this project is to explore whether it's possible to make the human brain spatially aware of four dimensions using Virtual Reality. It’s my first ever game project, my first time using Unity, first time writing C#, and my first anything with WebXR, so please be gentle! To manage expectations, it isn't visually pleasing…

    2025 · brainpaingames.com · its alternatives →

  20. 20

    Adversarial Generation of Extreme Samples. Contribute to Stream-AD/ExGAN development by creating an account on GitHub.

    2020 · github.com · its alternatives →

  21. 21AF

    Hey HN! I've always found it hard to keep up with the latest AI research, so I built Arxiv Feed! https://arxiv-feed.vercel.app/ It's basically a feed of AI research papers + a one-liner explaining what problem its solving, etc. You can also click on any paper to get a TL;DR. Right now, I've only indexed a few hundred large language model papers, but will expand to indexing AI papers in other topics. Thinking of also adding a way for people to up-vote/down-vote papers. Would love to hear any thoughts/feedback! :D Thanks!

    2023 · arxiv-feed.vercel.app · its alternatives →

  22. 22

    If you got past the jargon of the title, you probably have at least a passing interest in computer vision. However, fear not! This is going to be a fairly gentle walk-through of some of my projects at the intersection… Continue reading Real-Time 2D/3D Feature Point Extraction from a Mobile Ca

    2019 · heartbeat.fritz.ai · its alternatives →

  23. 23

    Proof of Concept : generating collisions on a neural perceptual hash - collisionLSH.py

    2021 · gist.github.com · its alternatives →

  24. 24FP

    Just a fun hack I did while bored over the weekend. My wife was busy shopping, it got me thinking that can VLMs solve the indoor location problem in a mall? Can I just show a VLM a map and an image and have it doa good enough job locating me? I hacked this P.O.C and it seems to work.

    2025 · arjo129.github.io · its alternatives →

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