When creating an Adobe account, the user is asked to supply the email address. Certain users may create multiple accounts in order to circumvent existing protections, and likely abuse Adobe services. One such example is Spam.
We observed that automatically created accounts follow a certain pattern. Example: firstname.lastname@example.org email@example.com; firstname.lastname@example.org; …
Your goal is to develop Machine Learning algorithms that can predict the likelihood that an Adobe Account is created automatically. A first step is to investigate clustering algorithms.
What you need to succeed
- Analytical thinking and a desire to learn new things
- Knowledge of machine learning, especially clustering algorithms
- Fluent in English (both written and spoken)
Stagiu disponibil pentru studenții de la următoarele facultăți