Microsoft warns of ongoing attacks targeting Americans with various malware and phishing tactics ahead of Tax Day on April 15. Attackers use PDFs with malicious URLs and QR codes to steal credentials and deploy malware, emphasizing the need for caution and awareness to protect against such threats.