Cloud Detection and Response (CDR) by Qualys is a runtime threat detection and remediation solution that provides continuous real-time protection of multi-cloud environments against active exploitation, malware, and unknown threats. The solution inspects cloud network traffic for suspicious communications, unauthorized activity, crypto miners, malware, and command & control (C2) communications using deep-learning AI algorithms. It utilizes AI/ML technology for real-time detection of malware, ransomware, and crypto-miners, achieving over 99% accuracy in detecting both known and unknown threats, including zero-day exploits, across the entire cloud kill chain.