init

.github/workflows/pytest.yml

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+name: pytest
+
+on:
+  push:
+    branches:
+      - main
+      - develop
+      - f/*
+  pull_request:
+    branches:
+      - main
+      - develop
+
+jobs:
+  pytest:
+    name: Run tests with pytest
+    runs-on: ubuntu-latest
+    strategy:
+      matrix:
+        python-version: [3.6, 3.7, 3.8, 3.9]
+    steps:
+      - uses: actions/checkout@v2
+      - name: Set up Python
+        uses: actions/setup-python@v1
+        with:
+          python-version: ${{ matrix.python-version }}
+      - name: Install Poetry
+        run: |
+          curl -sSL https://raw.githubusercontent.com/python-poetry/poetry/master/get-poetry.py | python
+      - name: Add path for Poetry
+        run: echo "$HOME/.poetry/bin" >> $GITHUB_PATH
+      - name: Install Dependencies
+        run: poetry install --no-interaction
+      - name: Run Tests
+        run: poetry run pytest --cov

.github/workflows/release.yml

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+name: release
+
+on:
+  workflow_dispatch:
+    inputs:
+      version:
+        description: "Next Version"
+        required: true
+        default: "x.y.z"
+      release_note:
+        description: "release note"
+        required: false
+jobs:
+  release:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v2
+      - name: Set up Python
+        uses: actions/setup-python@v1
+        with:
+          python-version: 3.9
+      - name: Install Poetry
+        run: |
+          curl -sSL https://raw.githubusercontent.com/python-poetry/poetry/master/install-poetry.py -O
+          python install-poetry.py --preview --version 1.2.0a1
+      - name: Add path for Poetry
+        run: echo "$HOME/.poetry/bin" >> $GITHUB_PATH
+      - name: Add Poetry Plugin
+        #  poetry plugin add poetry-version-plugin
+        run: |
+          pip install poetry-version-plugin
+      - name: PyPI Settings
+        run: |
+          poetry config pypi-token.pypi ${{secrets.PYPI_TOKEN}}
+      - name: Build Poetry
+        run: |
+          git tag v${{ github.event.inputs.version }}
+          poetry build
+          poetry publish
+      - name: Create Release
+        id: create_release
+        uses: actions/create-release@v1
+        env:
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+        with:
+          tag_name: v${{ github.event.inputs.version }}
+          release_name: Release v${{ github.event.inputs.version }}
+          body: |
+            ${{ github.event.inputs.release_note }}
+          draft: false
+          prerelease: false
+      - name: Get Name of Artifact
+        run: |
+          ARTIFACT_PATHNAME=$(ls dist/*.whl | head -n 1)
+          ARTIFACT_NAME=$(basename $ARTIFACT_PATHNAME)
+          echo "ARTIFACT_PATHNAME=${ARTIFACT_PATHNAME}" >> $GITHUB_ENV
+          echo "ARTIFACT_NAME=${ARTIFACT_NAME}" >> $GITHUB_ENV
+      - name: Upload Whl to Release Assets
+        id: upload-release-asset
+        uses: actions/[email protected]
+        env:
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+        with:
+          upload_url: ${{ steps.create_release.outputs.upload_url }}
+          asset_path: ${{ env.ARTIFACT_PATHNAME }}
+          asset_name: ${{ env.ARTIFACT_NAME }}
+          asset_content_type: application/x-wheel+zip

.gitignore

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+# Byte-compiled / optimized / DLL files
+__pycache__/
+*.py[cod]
+*$py.class
+
+# C extensions
+*.so
+
+# Distribution / packaging
+.Python
+build/
+develop-eggs/
+dist/
+downloads/
+eggs/
+.eggs/
+lib/
+lib64/
+parts/
+sdist/
+var/
+wheels/
+pip-wheel-metadata/
+share/python-wheels/
+*.egg-info/
+.installed.cfg
+*.egg
+MANIFEST
+
+# PyInstaller
+#  Usually these files are written by a python script from a template
+#  before PyInstaller builds the exe, so as to inject date/other infos into it.
+*.manifest
+*.spec
+
+# Installer logs
+pip-log.txt
+pip-delete-this-directory.txt
+
+# Unit test / coverage reports
+htmlcov/
+.tox/
+.nox/
+.coverage
+.coverage.*
+.cache
+nosetests.xml
+coverage.xml
+*.cover
+*.py,cover
+.hypothesis/
+.pytest_cache/
+
+# Translations
+*.mo
+*.pot
+
+# Django stuff:
+*.log
+local_settings.py
+db.sqlite3
+db.sqlite3-journal
+
+# Flask stuff:
+instance/
+.webassets-cache
+
+# Scrapy stuff:
+.scrapy
+
+# Sphinx documentation
+docs/_build/
+
+# PyBuilder
+target/
+
+# Jupyter Notebook
+.ipynb_checkpoints
+
+# IPython
+profile_default/
+ipython_config.py
+
+# pyenv
+.python-version
+
+# pipenv
+#   According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control.
+#   However, in case of collaboration, if having platform-specific dependencies or dependencies
+#   having no cross-platform support, pipenv may install dependencies that don't work, or not
+#   install all needed dependencies.
+#Pipfile.lock
+
+# PEP 582; used by e.g. github.com/David-OConnor/pyflow
+__pypackages__/
+
+# Celery stuff
+celerybeat-schedule
+celerybeat.pid
+
+# SageMath parsed files
+*.sage.py
+
+# Environments
+.env
+.venv
+env/
+venv/
+ENV/
+env.bak/
+venv.bak/
+
+# Spyder project settings
+.spyderproject
+.spyproject
+
+# Rope project settings
+.ropeproject
+
+# mkdocs documentation
+/site
+
+# mypy
+.mypy_cache/
+.dmypy.json
+dmypy.json
+
+# Pyre type checker
+.pyre/
+
+# VScode workspace settings
+.vscode/

LICENSE

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+MIT License
+
+Copyright (c) 2021 SecHack365-Fans
+
+Permission is hereby granted, free of charge, to any person obtaining a copy
+of this software and associated documentation files (the "Software"), to deal
+in the Software without restriction, including without limitation the rights
+to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+copies of the Software, and to permit persons to whom the Software is
+furnished to do so, subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in all
+copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+SOFTWARE.

README.md

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+# prompt2slip
+
+
+![prompt2slip Logo](https://user-images.githubusercontent.com/32987034/140047469-32909981-eec5-4cfd-87ab-76010305b67f.png)
+
+
+[![pytest](https://github.com/SecHack365-Fans/prompt2slip_proto/actions/workflows/pytest.yml/badge.svg)](https://github.com/SecHack365-Fans/prompt2slip/actions/workflows/pytest.yml)
+[![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://github.com/SecHack365-Fans/prompt2slip/blob/main/LICENSE)
+
+
+This library is testing the ethics of language models by using natural adversarial texts.
+
+This tool allows for short and simple code and validation with little effort.
+
+Extensibility to be applied to any language model in any problem setting by inheriting from the base class.
+
+
+
+## Install
+
+```bash
+pip install prompt2slip
+```
+
+
+## Usage
+
+The simplest sample looks like this.
+
+
+```python
+import prompt2slip
+from transformers import GPT2Tokenizer, GPT2Model
+tokenizer = GPT2Tokenizer.from_pretrained('gpt2')
+model = GPT2Model.from_pretrained('gpt2')
+
+base_text = ["This project respects pytorch developers."]
+target_word = ["keras"]
+
+target_ids  = torch.Tensor(tokenizer.convert_tokens_to_ids(target_words))
+attaker = CLMAttacker(model,tokenizer)
+output = attacker.attack_by_text(texts,target_ids)
+```
+
+More realistic use cases are stored in [examples](https://github.com/SecHack365-Fans/prompt2slip/tree/main/examples).
+
+
+## References
+
+- [Gradient-based Adversarial Attacks against Text Transformers ( Chuan Guo et al. ) ](https://arxiv.org/abs/2104.13733)
+
+## License
+
+[MIT License](https://github.com/SecHack365-Fans/prompt2slip/blob/main/LICENSE)
+
+## Development
+
+### Install Package
+
+Install [poetry](https://python-poetry.org/docs/#installation)
+
+```bash
+poetry install
+```
+
+### Test
+
+Running tests with pytest.
+
+```bash
+poetry run pytest --cov .
+```
+