Security and Privacy in Data Mining
SaaS Terms of Service Review
Our company has a Software as a Service (SaaS) web application in which thousands of users visit every day. In order to protect ourselves legally, we have a user Terms of Service (ToS) agreement in which every user must agree to before using our product. We would like to collaborate with students to review our current product and the applicable ToS agreement and bring it up to date with any possible missing pieces regarding law, policy, or potential threats to our business in our space. Conducting background research on our existing product and the current Tos we provide our users. Conducting research into the latest laws and policies that might be applicable to our business. Developing a new version of our ToS agreement with reasonings behind choices, and highlights to missing areas. Reviewing and providing possible updates to our accompanying legal documents such as Acceptable Use Policy and Privacy Policy
Artificial Intelligence & Machine Learning Application
Our company advertises thousands of products, and we want to leverage the latest technology to gain market advantage. Applications of this technology include recommendation algorithms, predictive analytics like lifetime values, fraud detections, and classifications. We would like to collaborate with students to apply the latest artificial intelligence (AI) and machine learning (ML) techniques to our existing dataset. Students will develop an AI / ML model related to any of the aforementioned applications. This will involve several different steps for the students, including: Conducting background research on our existing products and the dataset. Analyzing our current dataset. Researching the latest AI / ML techniques and how they could be applied to our data. Developing an AI / ML model that provides unique outcomes or insights into our data. Providing multiple solutions that can be applied to solve the same problem.