The shift to remote and hybrid work models has accelerated the adoption of cloud-based email security solutions. Vendors such as Barracuda Networks, Microsoft, and Cisco have expanded their cloud-native platforms with AI-driven threat detection, sandboxing, and API-level integrations for collaboration tools like Microsoft Teams and Slack. Recent developments also include the use of in.. https://sandbox.zenodo.org/uploads/310515