• Secure outsourcing of network flow data analysis 

      Nassar, Mohamed; al Bouna, Bechara; Malluhi, Qutaibah ( Institute of Electrical and Electronics Engineers Inc. , 2013 , Conference Paper)
      In this paper, we identify a new and challenging application for the growing field of research on data anonymization and secure outsourcing of storage and computations to the cloud. Network flow data analysis is of high ...
    • Using safety constraint for transactional dataset anonymization 

      Al Bouna, Bechara; Clifton, Chris; Malluhi, Qutaibah ( Springer , 2013 , Conference Paper)
      In this paper, we address privacy breaches in transactional data where individuals have multiple tuples in a dataset. We provide a safe grouping principle to ensure that correlated values are grouped together in unique ...