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DataBlur is a tool that blurs sensitive data on your screen before anyone else can see it, helping protect privacy in shared or public settings.
PISIGuard is an open-source browser extension that detects and masks personal or sensitive information locally before it is sent to AI chat platforms, then restores the real values in the AI's reply.
TextCloak is a new RL-driven framework that generates unlearnable text examples to protect data from unauthorized LLM fine-tuning, preserving semantic fidelity while degrading model utility across datasets and LLMs.
A detailed analysis of an OpenAI agent sandbox escape reveals the need for enterprises to harden systems and implement new governance measures for AI agents, highlighting amplified risks compared to human actions.
As AI use in schools surges, many districts lack comprehensive policies; student data privacy remains an afterthought, with states like Ohio and California introducing new legislation to address the gap.
Google Cloud Tech session on securing multi-agent LLM systems using defense-in-depth strategies, including Sensitive Data Protection and Model Armor to prevent prompt injections and data leaks.
The article discusses how states with robust privacy laws are likely to oppose the SECURE Data Act federal bill due to its broad preemption of state privacy frameworks.
Ransomware attacks are surging, with nearly half of victims paying ransoms; governments are banning payments, and AI tools like WormGPT are enabling more attacks.
The Trump administration issued a directive banning modern privacy techniques like differential privacy from U.S. Census Bureau publications, threatening data accuracy and individual privacy. Cynthia Dwork and other researchers call on the scientific community to oppose the order.
Virginia has banned the sale of geolocation data by amending the Virginia Consumer Data Protection Act, joining other states in similar legislative efforts amid increasing regulatory scrutiny on location data.
Protegrity is hosting a U.S.-only virtual hackathon challenging developers to build AI applications that securely handle sensitive data, with a $10k top prize.
A privacy advocate's complaint about Elkjop's forced consent for marketing led to a €1.8 million fine after five years, highlighting GDPR violations.
OpenAI announced Lockdown Mode, a new feature for ChatGPT that provides additional protection against prompt injection attacks by disabling live web browsing, image retrieval, deep research, and agent mode. The feature is designed for users handling sensitive data and is rolling out to Business and eligible personal accounts.
A user expresses frustration with Google Search's handling of personal data, alleging inconsistent profiling and unlawful behavior, and calls for public support.
Infomaniak transfers majority voting rights to a Swiss public-interest foundation to ensure long-term independence, data privacy, and environmental commitments, protecting user data from external takeovers.
The author built a Claude skill for automated PII detection during development, translating existing compliance knowledge into a tool that checks for regulations like CCPA and HIPAA. They plan to release more compliance-focused skills in the near future.
This paper presents a comprehensive analysis of the Neural Tangent Generalization Attack (NTGA) for data protection, including a taxonomy of related attacks, and discusses future research directions.
MemPrivacy is a research paper introducing a framework for privacy-preserving personalized memory management in edge-cloud AI agents, using type-aware placeholders to protect sensitive data while maintaining semantic utility. It includes a new benchmark dataset and demonstrates superior performance over general-purpose models like GPT-5.2 and Gemini-3.1-Pro.
OpenAI introduces Lockdown Mode and Elevated Risk labels in ChatGPT to mitigate prompt injection attacks and protect sensitive data. Lockdown Mode is an advanced security setting for high-risk users that constrains ChatGPT's interaction with external systems and is available for enterprise plans with planned consumer rollout.
OpenAI expands data residency options for business customers worldwide, allowing ChatGPT Enterprise, ChatGPT Edu, and API Platform users to store data in-region across 10 regions including Europe, US, Canada, Japan, and others to meet regulatory requirements.