MrsNasreen Assoo Haneef

Graduate Researcher Teaching Fellow

Faculty of Science Engineering and Built Environment/School of Information Technology

  • Graduate Researcher Teaching Fellow
    Faculty of Science Engineering and Built Environment/School of Information Technology
  • Melbourne Burwood Campus, 221 Burwood Highway, Burwood, Victoria 3125

RESEARCH INTERESTS

  • Artificial intelligence for cybersecurity
  • Network intrusion detection systems
  • Continual and incremental learning
  • Deep learning and machine learning
  • Zero-day and emerging attack detection
  • Anomaly and concept-drift detection
  • Temporal network traffic modelling
  • Class imbalance and minority attack detection
  • Explainable and trustworthy AI for cybersecurity
  • Digital forensics and cyber threat analysis
  • Federated and adaptive learning
  • Internet of Things security