In Q4 attackers persisted in employing LNK files for email-based assaults, amplifying the complexity in the linked executable path to heighten the challenge of analysis. Simultaneously, supply chain attacks, directed at IT professionals and business servers, gained prominence, featuring instances such as the deployment of malicious GitHub Gists, enticing developers to install nefarious extensions.