├── LICENSE ├── README.md ├── collisions ├── a6d17c9dc90b7c3841158d14 │ ├── README.md │ ├── n01930112_14435.jpeg │ └── n03498962_3240.jpeg ├── ba1d5ae53385e49505200f16 │ ├── README.md │ ├── n03804744_35012.jpeg │ └── n04228054_8087.jpeg └── d8044c7d7058c01f9dbbce61 │ ├── README.md │ ├── coffin.jpg │ └── sleep.png ├── imagenet ├── hand-checked-collisions.csv ├── hashes.zip └── identical-files.csv └── utils ├── dedupe.js └── nnhash.py /LICENSE: -------------------------------------------------------------------------------- 1 | MIT License 2 | 3 | Copyright (c) 2021 Roboflow 4 | 5 | Permission is hereby granted, free of charge, to any person obtaining a copy 6 | of this software and associated documentation files (the "Software"), to deal 7 | in the Software without restriction, including without limitation the rights 8 | to use, copy, modify, merge, publish, distribute, sublicense, and/or sell 9 | copies of the Software, and to permit persons to whom the Software is 10 | furnished to do so, subject to the following conditions: 11 | 12 | The above copyright notice and this permission notice shall be included in all 13 | copies or substantial portions of the Software. 14 | 15 | THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR 16 | IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, 17 | FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE 18 | AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER 19 | LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, 20 | OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE 21 | SOFTWARE. 22 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # neuralhash-collisions 2 | A catalog of naturally occurring images whose Apple NeuralHash is identical. 3 | 4 | See this [NeuralHash collision blog post](https://blog.roboflow.com/nerualhash-collision/) with full details and background. 5 | 6 | ## Contributing 7 | 8 | PRs are welcome and encouraged! You can find the code to run NeuralHash on images in 9 | [this repo](https://github.com/AsuharietYgvar/AppleNeuralHash2ONNX). 10 | Please do not submit artificially generated adversarial examples. This repo is meant to document 11 | natural collisions found in the wild. 12 | 13 | Please follow the example format (add a folder in `collisions` named with the colliding hash and 14 | containing the example images with a README cataloging information about their provenance). Ideally 15 | provide evidence that these images existed prior to the public divulgence of the NeuralHash weights 16 | to prove that they are not artificial. 17 | 18 | ## Suggested Methodology 19 | 20 | There are many [open source image datasets](https://universe.roboflow.com) 21 | which contain a wide variety of images. 22 | 23 | If you generate a NeuralHash for each one, store the image path / hash pairs in 24 | a text file, sort them by hash, and compare adjacent lines' hashes, you 25 | can quickly check n^2 image pairs (where `n` is the size of the dataset). 26 | 27 | There are some example scripts you may adapt in the `utils` directory. 28 | 29 | ## Hash Lists 30 | 31 | You may also compare your hashes against the ImageNet hashes using the txt 32 | file archived in the `imagenet` directory. 33 | 34 | If you check a large, public corpus please PR the hash list so others can 35 | easily compare them for collisions across sources. 36 | -------------------------------------------------------------------------------- /collisions/a6d17c9dc90b7c3841158d14/README.md: -------------------------------------------------------------------------------- 1 | # Collision in the Wild 2 | 3 | These two images of a hatchet and a nematode both have a Apple NeuralHash 4 | of `a6d17c9dc90b7c3841158d14`. 5 | 6 | They were found in 7 | [the ImageNet dataset](https://www.kaggle.com/c/imagenet-object-localization-challenge), 8 | published to Kaggle in July 2017. 9 | 10 | * Hatchet: `/ILSVRC/Data/CLS-LOC/train/n03498962/n03498962_3240.JPEG` 11 | 12 | ![Hatchet](n03498962_3240.jpeg?raw=true "a6d17c9dc90b7c3841158d14") 13 | 14 | * Nematode: `ILSVRC/Data/CLS-LOC/train/n01930112/n01930112_14435.JPEG` 15 | 16 | ![Nematode](n01930112_14435.jpeg?raw=true "a6d17c9dc90b7c3841158d14") 17 | -------------------------------------------------------------------------------- /collisions/a6d17c9dc90b7c3841158d14/n01930112_14435.jpeg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/roboflow/neuralhash-collisions/72b0bad36b2751ab3404e9f2d8a5ab83e8d9f4ac/collisions/a6d17c9dc90b7c3841158d14/n01930112_14435.jpeg -------------------------------------------------------------------------------- /collisions/a6d17c9dc90b7c3841158d14/n03498962_3240.jpeg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/roboflow/neuralhash-collisions/72b0bad36b2751ab3404e9f2d8a5ab83e8d9f4ac/collisions/a6d17c9dc90b7c3841158d14/n03498962_3240.jpeg -------------------------------------------------------------------------------- /collisions/ba1d5ae53385e49505200f16/README.md: -------------------------------------------------------------------------------- 1 | # Collision in the Wild 2 | 3 | These two images of a nail and a snow ski both have a Apple NeuralHash 4 | of `ba1d5ae53385e49505200f16`. 5 | 6 | They were found in 7 | [the ImageNet dataset](https://www.kaggle.com/c/imagenet-object-localization-challenge), 8 | published to Kaggle in July 2017. 9 | 10 | * Nail: `ILSVRC/Data/CLS-LOC/train/n03804744/n03804744_35012.JPEG` 11 | 12 | ![Nail](n03804744_35012.jpeg?raw=true "ba1d5ae53385e49505200f16") 13 | 14 | * Ski: `ILSVRC/Data/CLS-LOC/train/n04228054/n04228054_8087.JPEG` 15 | 16 | ![Ski](n04228054_8087.jpeg?raw=true "ba1d5ae53385e49505200f16") 17 | -------------------------------------------------------------------------------- /collisions/ba1d5ae53385e49505200f16/n03804744_35012.jpeg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/roboflow/neuralhash-collisions/72b0bad36b2751ab3404e9f2d8a5ab83e8d9f4ac/collisions/ba1d5ae53385e49505200f16/n03804744_35012.jpeg -------------------------------------------------------------------------------- /collisions/ba1d5ae53385e49505200f16/n04228054_8087.jpeg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/roboflow/neuralhash-collisions/72b0bad36b2751ab3404e9f2d8a5ab83e8d9f4ac/collisions/ba1d5ae53385e49505200f16/n04228054_8087.jpeg -------------------------------------------------------------------------------- /collisions/d8044c7d7058c01f9dbbce61/README.md: -------------------------------------------------------------------------------- 1 | # Collision in the Wild 2 | 3 | These two memes with noticeably different layouts produce the same image hash, 4 | `d8044c7d7058c01f9dbbce61`. 5 | 6 | - Coffin: `coffin.jpg` 7 | 8 | ![Coffin](coffin.jpg?raw=true "d8044c7d7058c01f9dbbce61") 9 | 10 | - Sleep: `sleep.png` 11 | 12 | ![Sleep](sleep.png?raw=true "d8044c7d7058c01f9dbbce61") 13 | 14 | I do not have evidence that these images were not artificially crafted. I will 15 | note that, upon computing collisions for a wide array of these types of images, 16 | extremely low collisions are common (very frequently only 1-3 bits are 17 | different). 18 | -------------------------------------------------------------------------------- /collisions/d8044c7d7058c01f9dbbce61/coffin.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/roboflow/neuralhash-collisions/72b0bad36b2751ab3404e9f2d8a5ab83e8d9f4ac/collisions/d8044c7d7058c01f9dbbce61/coffin.jpg -------------------------------------------------------------------------------- /collisions/d8044c7d7058c01f9dbbce61/sleep.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/roboflow/neuralhash-collisions/72b0bad36b2751ab3404e9f2d8a5ab83e8d9f4ac/collisions/d8044c7d7058c01f9dbbce61/sleep.png -------------------------------------------------------------------------------- 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https://raw.githubusercontent.com/roboflow/neuralhash-collisions/72b0bad36b2751ab3404e9f2d8a5ab83e8d9f4ac/imagenet/hashes.zip -------------------------------------------------------------------------------- /utils/dedupe.js: -------------------------------------------------------------------------------- 1 | var fs = require("fs"); 2 | var _ = require("lodash"); 3 | var async = require("async"); 4 | var md5 = require("md5-file"); 5 | 6 | var handChecked = fs.readFileSync("verified.txt", "utf-8").split("\n"); 7 | 8 | var lines = fs.readFileSync("hashes.txt", "utf-8").split("\n"); 9 | 10 | lines = _.map(lines, function(line) { 11 | var parts = line.split(" "); 12 | if(parts.length != 2) return; 13 | return { 14 | file: parts[0], 15 | hash: parts[1] 16 | }; 17 | }); 18 | 19 | lines = _.filter(lines); 20 | 21 | lines = _.sortBy(lines, "hash"); 22 | 23 | var duplicates = {}; 24 | var cur, matchesPrev, matchesNext; 25 | for(var i=0; i"; 38 | html += "

Total Duplicates: " + _.size(duplicates) + "

"; 39 | html += "

Hand Verified as Same: " + _.size(handChecked) + "

"; 40 | async.eachOfLimit(duplicates, 5, function(files, hash, cb) { 41 | // resizes, re-encodings, crops (human verified to not be real collisions) 42 | if(handChecked.includes(hash)) { 43 | // console.log([hash, files.join(", ")].join(", ")); 44 | return cb(null); 45 | } 46 | 47 | async.map(files, function(file, cb) { 48 | md5(file).then(function(hash) { 49 | cb(null, hash); 50 | }).catch(function() { 51 | cb(null); 52 | }); 53 | }, function(error, hashes) { 54 | if(_.uniq(_.filter(hashes)).length > 1) { 55 | //console.log("DUPLICATES FOUND FOR HASH", hash); 56 | //console.log("files", files); 57 | //console.log("md5s", hashes); 58 | //console.log(""); 59 | 60 | html += hash + "
"; 61 | html += _.map(files, function(file) { 62 | return " "; 63 | }).join("") + "


"; 64 | } else { 65 | console.log([hash, hashes && hashes[0] || "md5 error", files.join(", ")].join(", ")); 66 | } 67 | cb(null); 68 | }); 69 | }, function() { 70 | html += ""; 71 | fs.writeFileSync("collisions.html", html); 72 | //console.log("Done!"); 73 | }); 74 | -------------------------------------------------------------------------------- /utils/nnhash.py: -------------------------------------------------------------------------------- 1 | # Copyright 2021 Asuhariet Ygvar 2 | # 3 | # Licensed under the Apache License, Version 2.0 (the "License"); 4 | # you may not use this file except in compliance with the License. 5 | # You may obtain a copy of the License at 6 | # 7 | # http://www.apache.org/licenses/LICENSE-2.0 8 | # 9 | # Unless required by applicable law or agreed to in writing, software 10 | # distributed under the License is distributed on an "AS IS" BASIS, 11 | # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express 12 | # or implied. See the License for the specific language governing 13 | # permissions and limitations under the License. 14 | 15 | import os 16 | from glob import glob 17 | import sys 18 | import onnxruntime 19 | import numpy as np 20 | from PIL import Image 21 | 22 | # Load ONNX model 23 | session = onnxruntime.InferenceSession(sys.argv[1]) 24 | 25 | # print( onnxruntime.get_device() ) 26 | 27 | # Load output hash matrix 28 | seed1 = open(sys.argv[2], 'rb').read()[128:] 29 | seed1 = np.frombuffer(seed1, dtype=np.float32) 30 | seed1 = seed1.reshape([96, 128]) 31 | 32 | result = [y for x in os.walk("ILSVRC") for y in glob(os.path.join(x[0], '*.JPEG'))] 33 | 34 | start = False 35 | for file in result: 36 | if(file == "ILSVRC/Data/CLS-LOC/train/n13054560/n13054560_2653.JPEG"): 37 | start = True 38 | 39 | if(start == False): 40 | continue 41 | 42 | # Preprocess image 43 | image = Image.open(file).convert('RGB') 44 | image = image.resize([360, 360]) 45 | arr = np.array(image).astype(np.float32) / 255.0 46 | arr = arr * 2.0 - 1.0 47 | arr = arr.transpose(2, 0, 1).reshape([1, 3, 360, 360]) 48 | 49 | # Run model 50 | inputs = {session.get_inputs()[0].name: arr} 51 | outs = session.run(None, inputs) 52 | 53 | # Convert model output to hex hash 54 | hash_output = seed1.dot(outs[0].flatten()) 55 | hash_bits = ''.join(['1' if it >= 0 else '0' for it in hash_output]) 56 | hash_hex = '{:0{}x}'.format(int(hash_bits, 2), len(hash_bits) // 4) 57 | 58 | print(file, hash_hex) 59 | 60 | --------------------------------------------------------------------------------