Projects / Research

Machine learning for phishing detection

Built ML models for phishing detection and automated tracking of cybercriminal infrastructure.

The challenge

Phishing infrastructure changes faster than manual blocklists can track.

What I did

  • Researched cyberattack countermeasures and prevention under an IBM CAS fellowship.
  • Analysed phishing datasets as an APWG Research Fellow (2022 – 2024).

Outcomes

  • IBM CAS Fellowship
  • APWG research contribution

Next project

National cybersecurity training programmes

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