Proofpoint uses natural language processing systems to classify and filter out malicious or fraudulent emails. The Proofpoint Clinic team is improving existing tools to test the ways in which malicious content can evade Proofpoint’s models while remaining human-readable. The team is also researching attacks that switch between multiple languages to confuse language models and defenses against these attacks.