Researcher

Keywords

Fields of Research (FoR)

Cybersecurity and privacy, Data security and protection, System and network security, Software and application security

Biography

Dr. Erik Buchholz is a Postdoctoral Researcher in Cybersecurity at UNSW Sydney and GuardWare Australia, where his work focuses on encrypting unstructured data in the defence supply chain. His broader research interests include privacy-enhancing technologies, differential privacy, generative models, and applied cryptography.

He completed his PhD at UNSW Sydney and CSIRO’s Data61, supported by the competitive CSCRC scholarship. His doctoral...view more

Dr. Erik Buchholz is a Postdoctoral Researcher in Cybersecurity at UNSW Sydney and GuardWare Australia, where his work focuses on encrypting unstructured data in the defence supply chain. His broader research interests include privacy-enhancing technologies, differential privacy, generative models, and applied cryptography.

He completed his PhD at UNSW Sydney and CSIRO’s Data61, supported by the competitive CSCRC scholarship. His doctoral research investigated the privacy of location trajectories using differential privacy and generative models. This research was recognised with the Best Paper Award at PST 2024 and publications at top venues such as PETS, ACSAC, and AsiaCCS. Erik's thesis identified shortcomings of existing privacy mechanisms, proposed a novel reconstruction attack, and explored synthetic data generation as a privacy-preserving solution.

In 2025, he was named one of Australia’s Top100 Future Leaders. He is deeply committed to open science, releasing the code for all his publications on GitHub. He has supervised over 20 students on theses, capstone projects, and internships, with multiple projects leading to international publications. Moreover, he contributed to the AGSE Industry PhD program as an advisory board member and acted as system administrator his research group.

He frequently presents his work to both academic and public audiences, with recognition including the AGSE 3MT People’s Choice Award and the SecEdu Best Poster Award. These experiences highlight his commitment to making research accessible beyond academia. He welcomes opportunities to collaborate and give talks.


My Qualifications

Education:

  • PhD – UNSW Sydney, Australia.
    • Thesis Title: The Long Road to Trajectory Privacy: Differential Privacy and Generative Models.
  • Master of Science with Distinction – RWTH Aachen, Germany.
    • Master's Thesis: Privacy-Preserving Exchange of Process Parameters.
  • Bachelor of Science with Distinction – RWTH Aachen, Germany.
    • Bachelor's Thesis: A User-controlled Data Market for Privacy-preserving Data Analyses.

 

Qualifications:


My Awards


My Teaching

  • 2022-2025 | Tutor | UNSW Sydney
    • Subject: COMP3331/93331 – Computer Networks and Applications
    • Preparation of teaching materials
    • In-Person Teaching of labs & tutorials
    • Marking of assignments
    • MyExperience: Higher student satisfaction than Uni, Faculty, and School average.
  • 2018 | Tutor | RWTH Aachen
    • Subject: Operating Systems and System Software
  • 2017 | Tutor | UTS Housing
    • Subject: “Introduction to Programming in Python”
    • Independent teaching
    • Establishment of a new course for students of all faculties including creation of materials, preparation, and presentation
  • 2016/17 | Tutor | RWTH Aachen
    • Subject: Introduction to Management Science (IT for business students)
  • 2016 | Tutor | RWTH Aachen
    • Subject: Operating Systems and System Software
  • 2015/16 | Tutor | RWTH Aachen
    • Subject: Computability and Complexity
  • 2015 | Tutor | RWTH Aachen
    • Subject: Operating Systems and System Software
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Location

School of Computer Science and Engineering (CSE),
Level 4, Building K17,
UNSW SYDNEY 2052.

Map reference (Google map)