Generate a privacy policy for your iOS app

Last update: Dec 22, 2022

Overview

PrivacyFlash Pro

To easily run PrivacyFlash Pro get the latest packaged release.

Learn more about PrivacyFlash Pro in our research paper.

PrivacyFlash Pro analyzes the code of iOS Swift apps and their libraries to generate privacy policies. With PrivacyFlash Pro we intend to help developers creating privacy policies for their apps and make the apps' privacy practices more transparent to users.

PrivacyFlash Pro covers provisions of the following laws:

California Consumer Privacy Act (CCPA)
California Online Privacy Protection Act (CalOPPA)
Children's Online Privacy Protection (COPPA)
General Data Protection Regulation (GDPR).

PrivacyFlash Pro is an academic research project. It was designed and developed by David Baraka (@davebaraka), Rafael Goldstein (@rgoldstein01), Sarah Jin (@sj-in), and Sebastian Zimmeck (@SebastianZimmeck) at the privacy-tech-lab, Wesleyan University. Kuba Alicki (@kalicki1) wrote the unit tests.

Installing, Running, and Packaging PrivacyFlash Pro

You can install and run PrivacyFlash Pro from the packaged release or from the source files. You can also create a new packaged version of PrivacyFlash Pro.

Installing from the Packaged Release

You will find the releases of PrivacyFlash Pro in the releases section (you may need to allow downloading the zip file in your browser settings, e.g., under Google Chrome's Downloads settings). Unzip the downloaded privacyflash-pro.zip and then click the PrivacyFlash Pro icon. You will have to agree to open PrivacyFlash Pro in your macOS security settings. After a few seconds PrivacyFlash Pro should run in your default browser.

Installing from the Source Files

Ensure that Python 3 is installed. PrivacyFlash Pro does not support Python 2. You can check in your terminal if you have Python 3 installed by running python3. You can get Python 3 on the official Python website.
Clone this repo by cding into the directory in which you want to store PrivacyFlash Pro and run git clone [email protected]:privacy-tech-lab/privacyflash-pro.git.
Strongly Recommended: Create and activate a Python virtual environment, pfp-venv, with python3 -m venv pfp-venv, and run it with source pfp-venv/bin/activate (assuming that you are using the default shell). Ensure that your virtual environment is outside of the privacyflash-pro directory to avoid git tracking.
cd into the privacyflash-pro/policygenerator directory. If you are using a Python virtual environment, run pip3 install -r requirements.txt. Otherwise, run pip3 install --user -r requirements.txt. If you get an error, run pip3 install -r requirements.txt. If you still get an error, run sudo pip3 install -r requirements.txt.
Run PrivacyFlash Pro with python3 app.py.

Running

Using PrivacyFlash Pro's directory navigation, navigate to your iOS Swift project directory (the directory that contains your .xcodeproj), and click OK to start the analysis. Depending on the size of your codebase, the analysis results should be available within a minute. You will now be guided through a wizard. Once you have finalized the wizard questionnaire, you can export the privacy policy for your app.

You can test PrivacyFlash Pro on the projects in the iOS-sample-projects. For example, you can analyze the AdColony sample project. Start PrivacyFlash Pro, in your browser navigate to the AdColony directory using PrivacyFlash Pro's directory navigation, and click OK to start the analysis. The analysis results should be available within a minute.

If your browser does not connect to the localhost, try disabling any antivirus software (e.g., eset) that you may be running.

PrivacyFlash Pro analyzes iOS app source code in Swift and its integrated third party libraries in Swift and Objective-C. The library analysis works for uncompiled and compiled libraries. PrivacyFlash Pro does not analyze iOS app source code in Objective-C.

Packaging

You can also create a new packaged version of PrivacyFlash Pro. After successfully installing and running from source, run python3 package.py within the privacyflash-pro/policygenerator directory. A zipped file containg a macOS distributable app will be generated in the privacyflash-pro/policygenerator/dist directory.

Note: If you are using a Python virtual environment, as we recommend, run python3 package.py after activating the environment.

Note: If packaging for public distribution, remember to update the version number in privacyflash-pro/policygenerator/interface/index.html and privacyflash-pro/policygenerator/package.py. Also, please identify to your users that you packaged the version and that the version is not official.

If you experience errors packaging or running the packaged app, try updating the dependency pyinstaller by running pip3 install pyinstaller -U and then run the packaging script again.

Demo Video

Get Involved

PrivacyFlash Pro is from the people for the people. Everyone can contribute. In particular, feel free to open a pull request to add additional privacy practices and third party libraries. If you have other ideas or feedback, let us know. We are looking forward to hear from you!

Privacy Practice Analysis

The specification for the privacy practice analysis is contained in policygenerator/spec/privacy_practices.yaml. PrivacyFlash Pro flags a privacy practice in an app or a library if it identifies the use of a relevant API, i.e., all of the following are present for the app or a library:

PLIST value (e.g., NSLocationWhenInUseUsageDescription)
FRAMEWORK import (e.g., CoreLocation)
CLASS instantiation (e.g., CLLocationManager)
AUTHORIZATION METHOD call (e.g., requestWhenInUseAuthorization)

For the analysis of the app code, the AUTHORIZATION METHOD can also be in a library as long as there is ADDITIONAL EVIDENCE (e.g., startUpdatingLocation) in the app code. Vice versa, for the analysis of a library, the AUTHORIZATION METHOD can also be in the app code as long as there is ADDITIONAL EVIDENCE (e.g., startUpdatingLocation) in the library.

Also, for some practices, for example, Health, an ENTITLEMENT (e.g., com.apple.developer.healthkit) is required. For more details see the privacy_practices.yaml.

Third Party Library Analysis

PrivacyFlash Pro identifies any library integrated in the analyzed app. The specification for the third party library analysis is contained in policygenerator/spec/third_parties.yaml. PrivacyFlash Pro is using this specification for determining the purpose of a library. A library name is given by its name on CocoaPods. For example, AdColony has the purpose Advertising. PrivacyFlash Pro currently identifies the purposes of 300 libraries using the following purpose categories:

Authentication
Advertising
Analytics
Developer Support
Payment Processing
Social Network Integration

Note that even if a library is is not contained in policygenerator/spec/third_parties.yaml, PrivacyFlash Pro still analyzes its files contained in a project. However, you will have to enter the purpose of the library manually in the privacy policy you are generating.

Testing

Our unit tests for PrivacyFlash Pro have been built with the Python unittest framework. In order to run the built-in tests for PrivacyFlash Pro, use python3 -m unittest from within the root directory of your local copy of this repo.

Files and Directories in this Repo

The latest release of PrivacyFlash Pro is contained in the releases section.
iOS-sample-projects: Sample projects for PrivacyFlash Pro to analyze and test.
policygenerator/: Contains the code of PrivacyFlash Pro.
policygenerator/app.py: Main entry point for generating a privacy policy.
policygenerator/package.py: Script to create a distributable package of PrivacyFlash Pro.
policygenerator/interface: Contains all code related to the user interface for displaying the policy to the user.
policygenerator/spec: Third party and privacy practices specifications.
policygenerator/spec/privacy_practices.yaml: Contains the specification for detecting privacy practice usage.
policygenerator/spec/third_parties.yaml: Contains the specification for ad networks and other third party libraries.
policygenerator/src/analysis.py: The module for analyzing the project looks for instances of privacy practice usage.
policygenerator/src/configure_data.py: Bridge between the Python code and the Javascript code for the UI; configures the results from the generator engine to proper json files/objects to be used for the UI.
policygenerator/src/constants.py: The constants class is used internally to identify a privacy practice by an index value.
policygenerator/src/evidence.py: The evidence class is used for keeping track of privacy practice usages in an app's files.
policygenerator/src/privacy_practices.py: Loads data from the app project to be analyzed.
policygenerator/requirements.txt: Dependencies of PrivacyFlash Pro.

Third Party Libraries

PrivacyFlash Pro uses the following third party libraries. We thank the developers.

Comments

Add unit tests

We would like to add some testing code. @kalicki1 will add a few unit tests to start. Especially, let's test PFP's analysis functionality in analysis.py and privacy_practices.py.

A good starting point are Python's pytest and unittest frameworks. Here is a tutorial that covers both.

For the time being, we can just focus on passing tests and not worry about failing tests. As @rgoldstein01 mentioned, for example, if you want to test whether a function recognizes certain keywords in files, you can create some dummy input that represents an app file (e.g., a text file with certain keywords).

You can create a new directory tests under privacyflash-pro and include your files there.

(cc'ing @davebaraka, @pakaelbling)
enhancement

opened by SebastianZimmeck 13
Add iOS 14 changes per WWDC 2020
At WWDC 2020 Apple announced some new privacy features in iOS 14, which we should account for.

There seems to be a new location API that allows apps to only access the approximate location of a device within a certain radius.

Apps need to have permission to track users across devices. Maybe, this will be a new permission.

App developers will be asked to provide which permissions (and other resources?) their apps are using. As I understand, this information has to be provided by the developer manually and will be displayed on an app's App Store page in a nutrition label-like format. I do not think that we need to implement any new features here. (Maybe, we can think about generating a label that developers can create and paste in Apple's form. This would be essentially a subset of what we analyze. So, in addition of generating a privacy policy, developers could also generate the label.)

All in all, these news are making a pretty good case for PrivacyFlash Pro.

(cc'ing @kalicki1)
enhancement
opened by SebastianZimmeck 9
Prepare, test, and release v1.0.2

@rgoldstein01, can you prepare, test and release a new version? Here are instructions that @davebaraka provided for the previous release:

I packaged the generator (attached below). I am running Mac OS Version 10.15 (19A583).

I was able to package the generator by first creating and activating a python virtual environment. Then, installing the dependencies for the generator in the virtual environment as well as Pyinstaller. To package the generator, run python3 -m eel app.py interface --onefile --noconsole --add-data "data:data" in the policygenerator directory with all the python files. The packaged generator should appear in a /dist folder.

Packaging the generator may still work without the virtual environment, but not recommended, at least for production.

An app.spec file will also appear in the policygenerator directory. This file contains the configuration settings for PyInstaller to package the python script. So, running python3 -m PyInstaller app.spec will also appropriately package the generator. You can modify this file to change the name of the packaged script, add an icon, etc. Spec Files

Originally posted by @davebaraka in https://github.com/privacy-tech-lab/privacyflash-pro-dev/issues/10#issuecomment-541496215

opened by SebastianZimmeck 7
Set Dependabot alerts so that unused dependencies are omitted

@danielgoldelman, once you have time, could you look into whether it is possible to set the Dependabot alerts for this repo to exclude certain packages or certain directories or files of the repo?

The issue is the following: there are sample iOS projects in this repo, and we keep getting security alerts for the dependencies that those projects are using. However, the code of the projects is never run; we just use those project to run our own analyzer on. It is a bit annoying to get these Dependabot security alerts, especially, as there are quite a large number of the dependencies for the Firefox sample project. Here are some screenshots how these alerts look like:

There seems to be a way to ignore certain packages gitignore-style with ignored_updates.

This is a one-off task. It would be great if you could look into it.
enhancement

opened by SebastianZimmeck 2
Bump certifi from 2019.6.16 to 2022.12.7 in /iOS-sample-projects/firefox-ios-master/SyncIntegrationTests
Bumps certifi from 2019.6.16 to 2022.12.7.

Commits

9e9e840 2022.12.07

b81bdb2 2022.09.24

939a28f 2022.09.14

aca828a 2022.06.15.2

de0eae1 Only use importlib.resources's new files() / Traversable API on Python ≥3.11 ...

b8eb5e9 2022.06.15.1

47fb7ab Fix deprecation warning on Python 3.11 (#199)

b0b48e0 fixes #198 -- update link in license

9d514b4 2022.06.15

4151e88 Add py.typed to MANIFEST.in to package in sdist (#196)

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dependencies python
opened by dependabot[bot] 1
Bump decode-uri-component from 0.2.0 to 0.2.2 in /iOS-sample-projects/firefox-ios-master
Bumps decode-uri-component from 0.2.0 to 0.2.2.

Release notes

Sourced from decode-uri-component's releases.

v0.2.2

Prevent overwriting previously decoded tokens 980e0bf

https://github.com/SamVerschueren/decode-uri-component/compare/v0.2.1...v0.2.2

v0.2.1

Switch to GitHub workflows 76abc93

Fix issue where decode throws - fixes #6 746ca5d

Update license (#1) 486d7e2

Tidelift tasks a650457

Meta tweaks 66e1c28

https://github.com/SamVerschueren/decode-uri-component/compare/v0.2.0...v0.2.1

Commits

a0eea46 0.2.2

980e0bf Prevent overwriting previously decoded tokens

3c8a373 0.2.1

76abc93 Switch to GitHub workflows

746ca5d Fix issue where decode throws - fixes #6

486d7e2 Update license (#1)

a650457 Tidelift tasks

66e1c28 Meta tweaks

See full diff in compare view

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dependencies javascript
opened by dependabot[bot] 1
Bump loader-utils from 1.1.0 to 1.4.2 in /iOS-sample-projects/firefox-ios-master
Bumps loader-utils from 1.1.0 to 1.4.2.

Release notes

Sourced from loader-utils's releases.

v1.4.2

1.4.2 (2022-11-11)

Bug Fixes

ReDoS problem (#226) (17cbf8f)

v1.4.1

1.4.1 (2022-11-07)

Bug Fixes

security problem (#220) (4504e34)

v1.4.0

1.4.0 (2020-02-19)

Features

the resourceQuery is passed to the interpolateName method (#163) (cd0e428)

v1.3.0

1.3.0 (2020-02-19)

Features

support the [query] template for the interpolatedName method (#162) (469eeba)

v1.2.3

1.2.3 (2018-12-27)

Bug Fixes

interpolateName: don't interpolated hashType without hash or contenthash (#140) (3528fd9)

v1.2.2

1.2.2 (2018-12-27)

Bug Fixes

... (truncated)

Changelog

Sourced from loader-utils's changelog.

1.4.2 (2022-11-11)

Bug Fixes

ReDoS problem (#226) (17cbf8f)

1.4.1 (2022-11-07)

Bug Fixes

security problem (#220) (4504e34)

1.4.0 (2020-02-19)

Features

the resourceQuery is passed to the interpolateName method (#163) (cd0e428)

1.3.0 (2020-02-19)

Features

support the [query] template for the interpolatedName method (#162) (469eeba)

1.2.3 (2018-12-27)

Bug Fixes

interpolateName: don't interpolated hashType without hash or contenthash (#140) (3528fd9)

1.2.2 (2018-12-27)

Bug Fixes

... (truncated)

Commits

331ad50 chore(release): 1.4.2

17cbf8f fix: ReDoS problem (#226)

8f082b3 chore(release): 1.4.1

4504e34 fix: security problem (#220)

d95b8b5 chore(release): 1.4.0

cd0e428 feat: the resourceQuery is passed to the interpolateName method (#163)

06d36cf chore(release): 1.3.0

469eeba feat: support the [query] template for the interpolatedName method (#162)

909c99d chore: funding.yml config and CI fix (#159)

b5b74f0 Set up CI with Azure Pipelines

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dependencies javascript
opened by dependabot[bot] 1
Bump loader-utils from 1.1.0 to 1.4.1 in /iOS-sample-projects/firefox-ios-master
Bumps loader-utils from 1.1.0 to 1.4.1.

Release notes

Sourced from loader-utils's releases.

v1.4.1

1.4.1 (2022-11-07)

Bug Fixes

security problem (#220) (4504e34)

v1.4.0

1.4.0 (2020-02-19)

Features

the resourceQuery is passed to the interpolateName method (#163) (cd0e428)

v1.3.0

1.3.0 (2020-02-19)

Features

support the [query] template for the interpolatedName method (#162) (469eeba)

v1.2.3

1.2.3 (2018-12-27)

Bug Fixes

interpolateName: don't interpolated hashType without hash or contenthash (#140) (3528fd9)

v1.2.2

1.2.2 (2018-12-27)

Bug Fixes

fixed a hash type extracting in interpolateName (#137) (f8a71f4)

v1.2.1

1.2.1 (2018-12-25)

... (truncated)

Changelog

Sourced from loader-utils's changelog.

1.4.1 (2022-11-07)

Bug Fixes

security problem (#220) (4504e34)

1.4.0 (2020-02-19)

Features

the resourceQuery is passed to the interpolateName method (#163) (cd0e428)

1.3.0 (2020-02-19)

Features

support the [query] template for the interpolatedName method (#162) (469eeba)

1.2.3 (2018-12-27)

Bug Fixes

interpolateName: don't interpolated hashType without hash or contenthash (#140) (3528fd9)

1.2.2 (2018-12-27)

Bug Fixes

fixed a hash type extracting in interpolateName (#137) (f8a71f4)

1.2.1 (2018-12-25)

... (truncated)

Commits

8f082b3 chore(release): 1.4.1

4504e34 fix: security problem (#220)

d95b8b5 chore(release): 1.4.0

cd0e428 feat: the resourceQuery is passed to the interpolateName method (#163)

06d36cf chore(release): 1.3.0

469eeba feat: support the [query] template for the interpolatedName method (#162)

909c99d chore: funding.yml config and CI fix (#159)

b5b74f0 Set up CI with Azure Pipelines

7970c48 docs: small grammar change (#144)

b91a76c chore(release): 1.2.3

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dependencies javascript
opened by dependabot[bot] 1
Bump ajv from 6.5.3 to 6.12.6 in /iOS-sample-projects/firefox-ios-master
Bumps ajv from 6.5.3 to 6.12.6.

Release notes

Sourced from ajv's releases.

v6.12.6

Fix performance issue of "url" format.

v6.12.5

Fix uri scheme validation (@ChALkeR). Fix boolean schemas with strictKeywords option (#1270)

v6.12.4

Fix: coercion of one-item arrays to scalar that should fail validation (failing example).

v6.12.3

Pass schema object to processCode function Option for strictNumbers (@issacgerges, #1128) Fixed vulnerability related to untrusted schemas (CVE-2020-15366)

v6.12.2

Removed post-install script

v6.12.1

Docs and dependency updates

v6.12.0

Improved hostname validation (@sambauers, #1143) Option keywords to add custom keywords (@franciscomorais, #1137) Types fixes (@boenrobot, @MattiAstedrone) Docs:

error logging example (@RadiationSickness)

TypeScript usage notes (@thetric)

v6.11.0

Time formats support two digit and colon-less variants of timezone offset (#1061 , @cjpillsbury) Docs: RegExp related security considerations Tests: Disabled failing typescript test

v6.10.2

Fix: the unknown keywords were ignored with the option strictKeywords: true (instead of failing compilation) in some sub-schemas (e.g. anyOf), when the sub-schema didn't have known keywords.

v6.10.1

Fix types Fix addSchema (#1001) Update dependencies

v6.10.0

Option strictDefaults to report ignored defaults (#957, @not-an-aardvark) Option strictKeywords to report unknown keywords (#781)

v6.9.0

OpenAPI keyword nullable can be any boolean (and not only true). Custom keyword definition changes:

dependencies option in to require the presence of keywords in the same schema.

... (truncated)

Commits

fe59143 6.12.6

d580d3e Merge pull request #1298 from ajv-validator/fix-url

fd36389 fix: regular expression for "url" format

490e34c docs: link to v7-beta branch

9cd93a1 docs: note about v7 in readme

877d286 Merge pull request #1262 from b4h0-c4t/refactor-opt-object-type

f1c8e45 6.12.5

764035e Merge branch 'ChALkeR-chalker/fix-comma'

3798160 Merge branch 'chalker/fix-comma' of git://github.com/ChALkeR/ajv into ChALkeR...

a3c7eba Merge branch 'refactor-opt-object-type' of github.com:b4h0-c4t/ajv into refac...

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dependencies javascript
opened by dependabot[bot] 1
Bump chownr from 1.0.1 to 1.1.4 in /iOS-sample-projects/firefox-ios-master
Bumps chownr from 1.0.1 to 1.1.4.

Commits

814f642 1.1.4

a0d7ae0 push to github before npm

1a3667a ignore stuff

147eac4 Full tests, handle errors properly in many cases

578fb9f update tap, fix rimraf version

5bbda8c feat: ignore ENOENT errors during chown

deaa058 1.1.3

190e311 Don't early-capture the fs.lchownSync method

df2826a push to git with 1 command, not 2

cf3b27b 1.1.2

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dependencies javascript
opened by dependabot[bot] 1
Bump lodash from 4.17.13 to 4.17.21 in /iOS-sample-projects/firefox-ios-master
Bumps lodash from 4.17.13 to 4.17.21.

Commits

f299b52 Bump to v4.17.21

c4847eb Improve performance of toNumber, trim and trimEnd on large input strings

3469357 Prevent command injection through _.template's variable option

ded9bc6 Bump to v4.17.20.

63150ef Documentation fixes.

00f0f62 test.js: Remove trailing comma.

846e434 Temporarily use a custom fork of lodash-cli.

5d046f3 Re-enable Travis tests on 4.17 branch.

aa816b3 Remove /npm-package.

d7fbc52 Bump to v4.17.19

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dependencies javascript
opened by dependabot[bot] 1

Releases(v1.1.0)

v1.1.0(Mar 1, 2021)
Include new APIs to detect an app's or library's usage of the App Tracking Transparency Framework

Remove obsolete IDFA APIs

Revise legal guidance due to changes in the CCPA and CCPA Regulations

Ensure that PrivacyFlash Pro runs smoothly on macOS Big Sur

Update logos and visuals

Source code(tar.gz)
Source code(zip)
privacyflash-pro.zip(8.47 MB)
v1.0.2(Jun 14, 2020)
Bump pyyaml from v3.12 to v5.1 due to security bug

Update wizard to reflect the final CCPA regulations of the California Attorney General

Source code(tar.gz)
Source code(zip)
privacyflash-pro.zip(10.84 MB)
v1.0.1(Jan 6, 2020)

Source code(tar.gz)
Source code(zip)
privacyflash-pro.zip(11.55 MB)