CEMD: A Cluster-based Ensemble Motif Discovery Tool

Sumayia Al-Anazi; Isra Al-Turaiki; Najwa Altwaijry

Volume 12, Issue 3 , November 2020, , Pages 29-36

http://dx.doi.org/10.22042/isecure.2021.271073.623

Abstract
  Motif discovery is a challenging problem in bioinformatics. It is an essential step towards understanding gene regulation. Although numerous algorithms and tools have been proposed in the literature, the accuracy of motif finding is still low. In this paper, we tackle the motif discovery problem using ...  Read More

Anomaly-Based Network Intrusion Detection Using Bidirectional Long Short Term Memory and Convolutional Neural Network

Isra Al-Turaiki; Najwa Altwaijry; Abeer Agil; Haya Aljodhi; sara Alharbi; Lina Alqassem

Volume 12, Issue 3 , November 2020, , Pages 37-44

http://dx.doi.org/10.22042/isecure.2021.271076.624

Abstract
  With present-day technological advancements, the number of devices connected to the Internet has increased dramatically. Cybersecurity attacks are increasingly becoming a threat to individuals and organizations. Contemporary security frameworks incorporate Network Intrusion Detection Systems (NIDS). ...  Read More