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Top 23 Python Privacy Projects
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hosts
🔒 Consolidating and extending hosts files from several well-curated sources. Optionally pick extensions for porn, social media, and other categories.
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WorkOS
The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
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adversarial-robustness-toolbox
Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference - Red and Blue Teams
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
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FedML
FEDML - The unified and scalable ML library for large-scale distributed training, model serving, and federated learning. FEDML Launch, a cross-cloud scheduler, further enables running any AI jobs on any GPU cloud or on-premise cluster. Built on this library, FEDML Nexus AI (https://fedml.ai) is your generative AI platform at scale.
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presidio
Context aware, pluggable and customizable data protection and de-identification SDK for text and images
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Social-Amnesia
Forget the past. Social Amnesia makes sure your social media accounts only show your posts from recent history, not from "that phase" 5 years ago.
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concrete-ml
Concrete ML: Privacy Preserving ML framework built on top of Concrete, with bindings to traditional ML frameworks.
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SaaSHub
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Not by default but a blocklist can be found here https://github.com/StevenBlack/hosts
https://github.com/OpenMined/PySyft - Federated Learning data science
Incentives are much harder but smart contracts can handle the tech part.
Going this route eventually you quickly have "quantum AI app store" and your system of government is a 12GB download. Can't even say if it's a good idea compared to e.g. anarcho-primitivism.
> Towards making Bittorrent anonymous and impossible to shut down.
> We use our own dedicated Tor-like network for anonymous torrent downloading. We implemented and enhanced the Tor protocol specifications. Tribler includes our own Tor-like onion routing network with hidden services based seeding and end-to-end encryption.
https://github.com/Tribler/tribler#readme (GPLv3 although also LGPL)
I first thought "Is Justin Bieber gay?" in their release was some kind of vandalism of their release, but no, they pose that question as a vehicle for how their software is attempting to solve(?) trusted tagging
Project mention: [Experiment] The future of AI is open-source, and here is the plan | /r/samkoesnadi | 2023-06-05FedML https://github.com/FedML-AI/FedML might already provide a lot of tools to do the job
Perhaps de-identification before training could be helpful here.
Microsoft does seem active in this, e.g. https://microsoft.github.io/presidio/
Project mention: It Took Me a Decade to Find the Perfect Personal Website Stack – Ghost+Fathom | news.ycombinator.com | 2023-07-09+1 on shynet! I use it for my personal website and my blog, and it's been working great.
I got it up and running with Podman, so no need to install and run the Docker daemon. I also fixed SQLite support [1], so no need for an additional DB server.
I analyzed available open-source web analytics tools [2] and AFAIK there is simpler solution for web analytics that doesn't involve a third party.
[1] https://github.com/milesmcc/shynet/issues/208
[2] https://blog.fidelramos.net/software/privacy-respecting-self...
Project mention: Change in "Web Data" Autofill file under User Data\Default | /r/techsupport | 2023-08-19For who want the complete story, this is a recent issue with the Bleachbit cleaner in this github: https://github.com/bleachbit/bleachbit/issues/1518
I've added the Ads & Tracking list and the AMP Hosts list from Developer Dan to the default list; any others you recommend I add? It's hard to tell if the ads coming through are a 'my blocklist isn't good enough' problem or a 'my pihole's not set up properly yet' problem.
Project mention: LongRoPE: Extending LLM Context Window Beyond 2M Tokens | news.ycombinator.com | 2024-02-22It's been possible to skip tokenization for a long time, my team and I did it here - https://github.com/capitalone/DataProfiler
For what it's worth, we actually were working with LSTMs with nearly a billion params back in 2016-2017 area. Transformers made it far more effective to train and execute, but ultimately LSTMs are able to achieve similar results, though slow & require more training data.
Project mention: Is there a filter or otherwise a way to block all google domains except YouTube? | /r/Adguard | 2023-05-12Yes
Project mention: Reddit Fulfilled My Data Copy Request - What's the best script to use this to nuke? | /r/privacy | 2023-07-11Some scripts like https://github.com/x89/Shreddit look promising, and I'm getting ready to pull the trigger on it just once I make sure my whitelist IDs are good. However, it's probably not thorough enough to hit all my content. My reddit data has over 68,000 comments.
Project mention: Show HN: Logistic Regression Training on Encrypted Data with FHE | news.ycombinator.com | 2024-02-06
Python Privacy related posts
- LongRoPE: Extending LLM Context Window Beyond 2M Tokens
- Browsers Are Weird
- Which corporations in your opinion are the most evil for privacy, and the least evil for privacy?
- Mozilla CEO received $6,9m salary in 2022, a $2m increase from 2021, meanwhile Firefox has lost 30m of its userbase since 2020.
- Open Source Ad Blocker for Mac, Windows, and Linux
- From email to phone number, a new OSINT approach
- any working adBlock for YouTube?
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A note from our sponsor - SaaSHub
www.saashub.com | 24 Apr 2024
Index
What are some of the best open-source Privacy projects in Python? This list will help you:
Project | Stars | |
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1 | hosts | 25,463 |
2 | macOS-Security-and-Privacy-Guide | 20,878 |
3 | ungoogled-chromium | 18,764 |
4 | PySyft | 9,253 |
5 | whoogle-search | 8,789 |
6 | tribler | 4,476 |
7 | adversarial-robustness-toolbox | 4,447 |
8 | FedML | 4,052 |
9 | ProxyBroker | 3,707 |
10 | presidio | 3,077 |
11 | Shynet | 2,806 |
12 | bleachbit | 2,701 |
13 | email2phonenumber | 1,947 |
14 | privacy | 1,868 |
15 | noisy | 1,621 |
16 | hosts | 1,485 |
17 | DataProfiler | 1,357 |
18 | OpenWPM | 1,311 |
19 | tf-encrypted | 1,193 |
20 | no-google | 1,173 |
21 | Shreddit | 985 |
22 | Social-Amnesia | 799 |
23 | concrete-ml | 770 |
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