Data breaches are on the rise. Since January 2017, at least 16 retailers were hacked and likely had information stolen from them.

A report from cybersecurity firm Shape Security showed that almost 90% of the login attempts made on online retailers' websites are hackers using stolen data.

Many of these breaches were caused by flaws in payment systems that were taken advantage of by hackers.

At least 16 separate security breaches occurred at retailers from January 2017 until now. Many of them were caused by flaws in payment systems, either online or in stores.

Data breaches are on the rise for both retailers and other businesses.

A recent report published by cybersecurity firm Shape Security showed that 80% to 90% of the people that log in to a retailer's e-commerce site are hackers using stolen data. This is the highest percentage of any sector.

These data breaches are a real danger for both companies and customers and can affect the trust shoppers have in brands.

According to a study by KPMG, 19% of consumers would completely stop shopping at a retailer after a breach, and 33% would take a break from shopping there for an extended period.

Here are 16 retailers that have been affected by data breaches since January 2017: