{"id":17799886,"url":"https://github.com/mishig25/adversarial-reprogramming-keras","last_synced_at":"2025-04-02T03:44:39.128Z","repository":{"id":98449991,"uuid":"144495205","full_name":"mishig25/adversarial-reprogramming-keras","owner":"mishig25","description":"Keras implementation of Adversarial Reprogramming of Neural Networks","archived":false,"fork":false,"pushed_at":"2018-09-01T18:36:45.000Z","size":4,"stargazers_count":2,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-02-07T18:31:21.880Z","etag":null,"topics":["deep-learning","deep-neural-networks"],"latest_commit_sha":null,"homepage":null,"language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/mishig25.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2018-08-12T19:32:22.000Z","updated_at":"2019-12-04T06:07:46.000Z","dependencies_parsed_at":"2023-06-01T17:15:20.670Z","dependency_job_id":null,"html_url":"https://github.com/mishig25/adversarial-reprogramming-keras","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mishig25%2Fadversarial-reprogramming-keras","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mishig25%2Fadversarial-reprogramming-keras/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mishig25%2Fadversarial-reprogramming-keras/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mishig25%2Fadversarial-reprogramming-keras/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/mishig25","download_url":"https://codeload.github.com/mishig25/adversarial-reprogramming-keras/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":246752604,"owners_count":20827987,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["deep-learning","deep-neural-networks"],"created_at":"2024-10-27T12:12:25.381Z","updated_at":"2025-04-02T03:44:39.113Z","avatar_url":"https://github.com/mishig25.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Adversarial Reprogramming of Neural Networks\n\nKeras implementation of Adversarial Reprogramming of Neural Networks.\n\nLink to the paper:  [https://arxiv.org/abs/1806.11146](https://arxiv.org/abs/1806.11146)\n\n\u003cimg src=\"https://rajatvd.github.io/images/adv_reprog/paper_illustration2.PNG\" width=\"600\"\u003e\n\nAdversarial reporgramming demonstration. Source: arXiv:1806.11146\n\n### Contents:\n- `model.py` contains adv reprogramming model and [custom keras layer](https://keras.io/layers/writing-your-own-keras-layers/) for adv reprogramming\n- `demo_nb.ipynb` is a Jupyter notebook for demonstrating contents and usage of `model.py`\n\n### Prerequisites:\n- Python 3.6\n- Keras 2.2.0\n- Tensorflow 1.8.0\n\n### Tested on:\n- OS: ubuntu 16.04 LTS\n- GPU: single GeForce GTX 1070 \n\n### References\n- [Post by Rajat Dwaraknath](https://rajatvd.github.io/Exploring-Adversarial-Reprogramming/)\n- [TF implementation by Abhishek Sinha](https://github.com/a7b23/adversarial-reprogramming)\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmishig25%2Fadversarial-reprogramming-keras","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmishig25%2Fadversarial-reprogramming-keras","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmishig25%2Fadversarial-reprogramming-keras/lists"}