News Summary

• Antivirus software used to hunt for known malware, but now it’s predicting suspicious behavior before an attack fully lands.
• Traditionally, antivirus software relied on matching files against databases of known malware signatures.
• But today's threats evolve too quickly for databases to keep up reliably.
• To expand their predictive capabilities, many modern antivirus platforms are increasingly relying on machine learning, behavioral analysis and real-time monitoring.
• The goal now is to spot bad behavior before the windows get smashed and stop it before everything turns into encrypted alphabet soup.