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Earlier sources: Privacy
This security thread follows privacy through original research, public projects, and source reports. Read the evidence below to see which developments are represented in SYMTRI’s archive.
SYMTRI organizes observations from public sources into a living map. Connections reflect shared subject matter; they do not establish causation or endorse a source.
Open in the map ↗112 classified signals in the fourteen-day window. These counts include signals awaiting readable evidence.
Earlier sources
Up to ten sources with readable evidence, ordered by their feed timestamp. These archive sources can be older than the live fourteen-day window. This list is a sample, not a measure of total activity. Dates distinguish paper publication, repository creation, model/dataset activity, Hacker News posts, and KEV catalog additions. “First archived” records when SYMTRI first stored the signal.
- Hacker News · Posted on Hacker News · First archived
Zen: System-wide ad-blocker and privacy guard for Windows, macOS and Linux ↗
Hacker News discussion.
- Hacker News · Posted on Hacker News · First archived
Show HN: Privacy-First JSON Formatter which works on the browser ↗
Well existing solution were not satisfactory to my use case they were not faster and didn't had enough JSON options to use which compelled me to make my own . It has a comprehensive JSON viewer, minifier, validator, diff tool which helps me in formatting my JSON accurately. I specially focussed on making it accurate which was honestly difficult to achieve but at the end I did it!!
- GitHub · Repository created · First archived
luojuncheng0327-cell/CAgent ↗
本地优先（Local-First）的桌面 AI 工作台：对话、文件与文档协作整合在一起，数据默认保存在本机。Windows 桌面应用，Electron + TypeScript。
- OpenAlex · Published · First archived
PPEPV‐RDL: Achieving Privacy‐Preserving, Efficient, Publicly Verifiable Rational Delegation Learning ↗
ABSTRACT Delegation learning is an implementation approach within privacy‐preserving machine learning (PPML). It refers to that the delegator outsources the training task to servers with strong computing power due to its own limited computing resources, and the servers return the correct training results and get the service revenue. However, it is difficult to balance the security and usability of delegation learning, which brings great technical challenges to the design of security mechanisms for delegation learning. In this paper, we propose a privacy‐preserving, efficient and publicly verif…
- OpenAlex · Published · First archived
Risk-Adaptive Masking for Privacy–Utility Balance in OCR-Based Document De-Identification ↗
OCR-based document de-identification must protect personally identifiable information (PII) while preserving information needed for document analysis. Uniform masking may insufficiently protect high-risk PII or unnecessarily remove useful low-risk context. This study proposes a risk-adaptive masking framework that selects treatment based on PII type, identification risk, document-use environment, and analytical necessity. Eighteen PII types were organized into three risk-treatment groups, and processing environments were classified as controlled internal use, controlled third-party provision,…
- GitHub · Repository created · First archived
SysAdminDoc/HushTumblr ↗
HushTumblr Morphe patches for Tumblr. Takes ads and clutter out of your dashboard, and much more.
- GitHub · Repository created · First archived
WalissonCF/rice ↗
Local-first meeting notes for Mac and Windows: transcribed on your computer, notes with the AI you already pay for or a local model. Free and open source.
- GitHub · Repository created · First archived
onurceri/family-os ↗
A self-hosted, open-source family organizer: shared calendar, lists, chores, meals, a kitchen-wall display, and AI that suggests while people approve.
- Hacker News · Posted on Hacker News · First archived
I built a 100% client-side, privacy-first PDF utility at 18 ↗
Hacker News discussion.
- GitHub · Repository created · First archived
tonyzedginidze/librecalculator ↗
The universe in numbers. Free, open-source calculators for everything countable.
Live window recorded . This is the ingestion observation time, not the publication or discovery date of each source.
How to assess evidence about Privacy
Check each original source for its methods, release status, limitations, and supporting data. A repository announcement, a preprint, and a published study provide different kinds of evidence. SYMTRI’s subject classification helps discovery; it does not independently validate the source’s claims.
See the collection and counting methodology ↗ · Read the weekly synthesis ↗
Related threads
Explore related regions
These navigation suggestions are part of the map’s editorial structure, rather than measured evidence of a connection.