LinkedIn (2021)

LinkedIn's 2021 scraping incident exposed data from 700 million profiles—92% of users—including emails and salaries, fueling targeted phishing attacks against professionals and costing firms millions in recovery. unlike National Public Data, it contained no Social Security numbers, limiting direct financial fraud risk while still enabling sophisticated social engineering at scale.