Kieran Fraser

Title

Research Engineer - Security and Privacy

Bio

Kieran is a Research Engineer in the AI Security and Privacy team at IBM's Dublin Research Lab. He obtained his PhD in 2021 from Trinity College Dublin for his research on push-notifications, generative models and context-enhanced computing and is now working on adversarial machine learning, explainable AI and fairness.

Publications

In-Context Bias Propagation in LLM-Based Tabular Data Generation
- - Pol Garcia Recasens
  - Alberto Gutierrez-torre
  - et al.
- 2025
- ICML 2025
Granite Guardian: Comprehensive LLM Safeguarding
- - Inkit Padhi
  - Manish Nagireddy
  - et al.
- 2025
- NAACL 2025
Attack Atlas: A Practitioner's Perspective on Challenges and Pitfalls in Red Teaming GenAI
- - Ambrish Rawat
  - Stefan Schoepf
  - et al.
- 2024
- NeurIPS 2024
MoJE: Mixture of Jailbreak Experts, Naive Tabular Classifiers as Guard for Prompt Attacks
- - Giandomenico Cornacchia
  - Kieran Fraser
  - et al.
- 2024
- AIES 2024
AI-driven Workload Management in Meta OS
- - Liubov Nedoshivina
  - Killian Levacher
  - et al.
- 2024
- EuroSys 2024

Projects

Adversarial Robustness Toolbox
Securing AI models with the Adversarial Robustness Toolbox

Top collaborators

MP

Mark Purcell

Mark Purcell

Research Manager - Security Research, AI Security & PETs

AR

Ambrish Rawat

Ambrish Rawat

Senior Research Scientist, AI Security and Privacy, Master Inventor

MH

Muhammad Zaid Hameed

Muhammad Zaid Hameed

GZ

Giulio Zizzo

Giulio Zizzo

Staff Research Scientist