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What Your Posts Reveal: A Benchmark and Agentic Framework for User-Level Privacy Leakage on Social Media
arXiv:2606.06784v1 Announce Type: new Abstract: Public social media posts can reveal private information through weak cues scattered across text, images, or metadata. Such leakage is often cumulative and cross-post: cues that appear harmless in isolation may jointly expose a user's home, workplace, or routine. However, current research lacks a unified benchmark for user-level multimodal privacy leakage and an evaluation metric that captures exposure severity beyond binary accuracy.
Turning 65? Month-by-month plan to protect yourself
You have not turned 65 yet. But somewhere, your birthday may already be flagged in a database. That milestone is tied to Medicare eligibility, Social Security decisions and major financial choices.It can also put your name in front of insurance marketers, Medicare agents, lead generators and scammers around the same time.Here is the part many people miss: turning 65 can become a targeting event.