PostgreSQL假名化神器Brume，巧妙保留跨表外键关系，轻松实现数据脱敏
Article URL: https://brumeorg.github.io/ Comments URL: https://news.ycombinator.com/item?id=48773741 Points: 1 # Comments: 0
Palantir CEO 公开炮轰 OpenAI 等 AI 公司“双重收费”，揭露出用户数据被二次利用的行业风险。
IT之家 7 月 3 日消息，科技媒体 Tom's Hardware 昨日（7 月 2 日）发布博文，数据分析公司帕兰提尔（Palantir）联合创始人、首席执行官亚历山大 · 卡普（Alex Karp）公开指责 OpenAI、Anthropic 等前沿 AI 公司， 不仅收取用户高额 Token …
三星员工泄露代码的惨痛教训，教你如何保护ChatGPT中的数据隐私。
Let's be honest: you've pasted a .env file into ChatGPT before. Maybe it was just to debug a connection issue. Maybe you needed help formatting a tric…
揭示2026年AI工具的数据隐私真相，开发者必看的关键风险点。
By mid-2026, AI-assisted development is the default. GitHub Copilot, Cursor, Claude Code, Amazon Q, JetBrains AI — every major IDE has embedded AI. Ov…
多模态大模型如何应对用户顺序删除请求？首个终身遗忘评估基准MLUBench来了
arXiv:2606.12809v1 Announce Type: new Abstract: Multimodal large language models (MLLMs) are trained on massive multimodal data, making data unlearnin…
自托管webhook调试工具，单个Go二进制文件，数据不经过第三方服务器。
Article URL: https://github.com/GaIsBax/Webhix Comments URL: https://news.ycombinator.com/item?id=48460403 Points: 3 # Comments: 0
苹果新测试版能否强制大模型请求只走本地？企业数据安全与MDM控制的实用探讨。
I can imagine many corporates with MDM settings wanting to say 'data on the endpoint is OK, data off the endpoint is not, notwithstanding Apple's PCC …
提出LoRA-MINT方法，专为审计领域适应型LLM的训练数据，有效追踪数据来源与隐私风险。
arXiv:2606.06946v1 Announce Type: cross Abstract: We present LoRA-MINT, a new methodology for Membership Inference Test (MINT) applied to recent Large…
自托管开源AI代理运行时的4个硬核教训，聚焦数据主权与可控性，不玩魔法玩控制层。
When I started building omadia — an open-source (MIT), self-hostable runtime for composing AI agents out of plugins — I assumed the hard part would be…
马斯克再次挑战FTC审计，指控X公司隐私控制37%无人负责，监管博弈升级。
Musk can't be trusted to protect X user privacy, public commenters warn FTC.
基于语境完整性理论，提出隐私保护查询重写方法，让大模型在委托场景中只获取“需要知道”的信息。
arXiv:2606.04067v1 Announce Type: cross Abstract: As LLMs become increasingly woven into everyday workflows, user queries sent to cloud hosted LLMs ro…
你的AI对话数据可能并不真正属于你，隐私风险需警惕。
Article URL: https://medium.com/@vektormemory/your-ai-conversations-are-not-yours-yet-cd1b7925e9cf Comments URL: https://news.ycombinator.com/item?id=…
将持续学习与机器遗忘视为对偶问题，提出PURGE算法实现精准数据擦除，思路新颖且实用。
arXiv:2606.03808v1 Announce Type: cross Abstract: We propose PURGE, a machine unlearning algorithm built on a simple but an under-exploited observatio…
用ZeroGPU路由插件轻松清洗CSV客户反馈，零门槛实现数据隐私保护
Documentation Index Fetch the complete documentation index at: https://docs.zerogpu.ai/llms.txt Use this file to discover all available pages before e…
安全解码JWT令牌，所有处理均在浏览器本地完成，确保数据绝不外泄，附带JSON格式化和Cron翻译功能。
We have all done it. You get a bug in a staging or production environment, you grab the JSON Web Token, and you paste it into the first search result …
大模型遗忘新方法：几何视角减少数据泄露，训练后只需少量数据即可擦除特定知识。
arXiv:2605.01735v2 Announce Type: replace Abstract: As large language models (LLMs) are increasingly deployed in real-world systems, they must support…
在浏览器本地运行LLM，无需服务器即可实现AI推理，保护数据隐私与主权。
Article URL: https://www.bonzai.sh/ Comments URL: https://news.ycombinator.com/item?id=48242556 Points: 1 # Comments: 0
无需账户和API密钥，一键部署本地防火墙，实时拦截AI代理的提示注入攻击，保护数据安全。
I got really tired of giving artificial intelligence agents access to tools. Then I had no idea what they were actually doing. So I created Korveo. Ko…
这篇论文评估大模型在差分隐私推理中的表现，为自动设计隐私保护算法提供新基准。
arXiv:2604.15851v2 Announce Type: replace-cross Abstract: Differential privacy (DP) has a wide range of applications for protecting data privacy, but …
信通院与清华联合推出FedRE框架，用「表征纠缠」同时解决联邦学习的性能、隐私与通信三难困境，荣登CVPR 26。
隐私和性能我全都要