{"id":27618024,"url":"https://github.com/bisonai/flutter-machine-learning-security","last_synced_at":"2025-10-18T00:10:43.420Z","repository":{"id":41370544,"uuid":"377166090","full_name":"Bisonai/flutter-machine-learning-security","owner":"Bisonai","description":"Protect your Machine Learning model in your Flutter application.","archived":false,"fork":false,"pushed_at":"2022-07-01T02:37:29.000Z","size":911,"stargazers_count":6,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-04-23T04:59:11.714Z","etag":null,"topics":["edge-machine-learning","encoder-decoder","mobile-ai","security","xor-cipher"],"latest_commit_sha":null,"homepage":"","language":"C++","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/Bisonai.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":"security.py","support":null}},"created_at":"2021-06-15T13:07:12.000Z","updated_at":"2024-12-02T08:19:28.000Z","dependencies_parsed_at":"2022-07-30T07:18:03.907Z","dependency_job_id":null,"html_url":"https://github.com/Bisonai/flutter-machine-learning-security","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/Bisonai%2Fflutter-machine-learning-security","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Bisonai%2Fflutter-machine-learning-security/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Bisonai%2Fflutter-machine-learning-security/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Bisonai%2Fflutter-machine-learning-security/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Bisonai","download_url":"https://codeload.github.com/Bisonai/flutter-machine-learning-security/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":250372921,"owners_count":21419722,"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":["edge-machine-learning","encoder-decoder","mobile-ai","security","xor-cipher"],"created_at":"2025-04-23T04:59:16.787Z","updated_at":"2025-10-18T00:10:38.381Z","avatar_url":"https://github.com/Bisonai.png","language":"C++","readme":"# Flutter Machine Learning Security\n\nThis repository contains techniques for encryption and decryption of machine learning models.\nMachine learning models deployed on mobile devices are vulnerable to a theft without a proper encryption techniques.\n\nFlutter Bisonai Security plugin is located inside plugin directory.\n\n\n## Example Usage\n\n```bash\npython3 security.py \\\n    --encrypt \\\n    --input_file README.md \\\n    --output_file README_enc.md\n\npython3 security.py \\\n    --decrypt \\\n    --input_file README_enc.md \\\n    --output_file README_dec.md\n\ndiff README.md README_dec.md\n```\n\n## Unit tests\n\n```python\npython -m unittest security_test\n```\n\n\n## Flutter plugin\n\n### Test\n\n```bash\ncd plugin/test\nmkdir build \u0026\u0026 cd build\ncmake ..\nmake\n./BisonaiSecurityTest\n```\n\n## Resources\n\n* https://en.wikipedia.org/wiki/Linear_congruential_generator\n* TABLES OF LINEAR CONGRUENTIAL GENERATORS OF DIFFERENT SIZES AND GOOD LATTICE STRUCTURE https://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.34.1024\u0026rep=rep1\u0026type=pdf\n* https://en.wikipedia.org/wiki/XOR_cipher\n","funding_links":[],"categories":[],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbisonai%2Fflutter-machine-learning-security","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fbisonai%2Fflutter-machine-learning-security","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbisonai%2Fflutter-machine-learning-security/lists"}