(CNN) -There's no need to panic at this point - Hold Security, the firm that discovered the theft, says the gang isn't in the business of stealing your bank account information. Instead, they make their money by sending out spam for bogus products like weight-loss pills.
The Milwaukee-based firm, didn't reveal the identities of the targeted websites, citing nondisclosure agreements and a desire to prevent existing vulnerabilities from being more widely exploited.
Hold Security founder Alex Holden told CNNMoney that the trove includes credentials gathered from over 420,000 websites - both smaller sites as well as "household names." The criminals didn't breach any major email providers, he said.
A credential pair consists of a user name - often an email address - plus a password. There are roughly half a billion email addresses in the gang's collection, Hold Security says.
Holden said the gang makes its money by hacking into email and social accounts, posing as trusted friends and family and advertising bogus products. That means that if you see strange messages being sent from your email or social media accounts, you might be among those affected.
"It's really not that impactful to the individuals, and that's why they were under the radar for so long," Holden said. "They've ignored financial information almost completely."
But Holden said the gang's success at amassing passwords demonstrates that weak security procedures are common on websites of all sizes.
The criminals began collecting user data a few years ago by simply buying it on the black market. Their stash has grown significantly this year thanks to their use of an automated program that trawls the Internet to find vulnerabilities on websites, Holden said.
The reported theft dwarfs the one revealed last year by discount retailer Target (TGT), which admitted in December that hackers had stolen credit- and debit-card data from 40 million accounts.
Hackers from Russia and Eastern Europe are known for launching sophisticated cyberattacks for financial gain. Beyond spam, organized crime syndicates in the region have engaged in more sophisticated activities like corporate espionage and the theft of credit-card details.
The extent of the theft shows people need to better manage their credentials, cybersecurity experts say. Most people keep the same password for multiple services, such as banking, email and social media accounts. That allows hackers to turn a single password database into a treasure trove.
One simple way to stem the damage is to use two-factor authentication whenever possible to sign into online services, said Eric Cowperthwaite, an executive at network security provider Core Security. This method requires you to enter a second password, usually generated by your smartphone, upon login.
Jay Kaplan, CEO of cybersecurity firm Synack, criticized the companies involved for not being alert enough about their own security.