├── LICENSE ├── OpenAI_CLIP_adversarial_images_playground.ipynb ├── README.md ├── presentable_OpenAI_CLIP_stickers_and_adversaries.ipynb └── stickers ├── sticker_airplane.png ├── sticker_automobile.png ├── sticker_avian.png ├── sticker_bird.png ├── sticker_boat.png ├── sticker_car.png ├── sticker_cat.png ├── sticker_deer.png ├── sticker_dog.png ├── sticker_domesticated_animal_which_eats_mice_and_meows.png ├── sticker_frog.png ├── sticker_horse.png ├── sticker_horsie.png ├── sticker_jet.png ├── sticker_kitty.png ├── sticker_lorry.png ├── sticker_moose.png ├── sticker_pup.png ├── sticker_ship.png ├── sticker_toad.png ├── sticker_truck.png └── sticker_vehicle_that_flies_in_the_air.png /LICENSE: -------------------------------------------------------------------------------- 1 | MIT License 2 | 3 | Copyright (c) 2021 Stanislav Fort 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 | # OpenAI_CLIP_adversarial_examples 2 | Developing adversarial examples and showing their semantic generalization for the OpenAI CLIP model (https://github.com/openai/CLIP) 3 | -------------------------------------------------------------------------------- /stickers/sticker_airplane.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/stanislavfort/OpenAI_CLIP_adversarial_examples/b92f6130fc80c3e5ea3d459b471ce4d76283d1d7/stickers/sticker_airplane.png 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