4 papers
A multi-modal approach towards mining social media data during natural disasters -- a case study of Hurricane Irma
Somya D. Mohanty, Brown Biggers, Saed Sayedahmed +7
Streaming social media provides a real-time glimpse of extreme weather impacts. However, the volume of streaming data makes mining information a challenge for emergency managers, p…
A Scalable, Trustworthy Infrastructure for Collaborative Container Repositories
Franklin Wei, Mahalingam Ramkumar, Somya D Mohanty
We present a scalable "Trustworthy Container Repository" (TCR) infrastructure for the storage of software container images, such as those used by Docker. Using an authenticated dat…
Data-Driven Exploration of Factors Affecting Federal Student Loan Repayment
Bin Luo, Qi Zhang, Somya D. Mohanty
Student loans occupy a significant portion of the federal budget, as well as, the largest financial burden in terms of debt for graduates. This paper explores data-driven approache…
What we learn from learning - Understanding capabilities and limitations of machine learning in botnet attacks
David Santana, Shan Suthaharan, Somya Mohanty
With a growing increase in botnet attacks, computer networks are constantly under threat from attacks that cripple cyber-infrastructure. Detecting these attacks in real-time proves…