Facebook’s Anti-Spam Tool Takes Down 6.6B Fake Accounts

Facebook debuted a powerful tool against spammers that uses Deep Entity Classification (DEC), a machine-learning technology. The company’s data science manager Bochra Gharbaoui reported the tool has already taken down 6.6 billion fake accounts last year and blocked millions of attempts to create new ones. DEC analyzes “deep features” of each individual profile, which refers to its behavioral patterns rather than its direct characteristics and includes the profile’s properties and groups/pages the user has contacted. Continue reading Facebook’s Anti-Spam Tool Takes Down 6.6B Fake Accounts

Facebook Says Spammers, Not Nation-State, Behind Breach

Facebook’s internal investigation into the recent data breach that affected 30 million user accounts has concluded that the hack was the work of spammers disguised as a digital marketing company, and not foreign nationals. Facebook believes the attack was initiated by a group of Facebook and Instagram spammers that intended to make money by means of deceptive advertising. The FBI is continuing its investigation into the hack, which is the worst security breach in the social network’s 14-year history. Continue reading Facebook Says Spammers, Not Nation-State, Behind Breach