Postdoc Researcher
Email: [email protected]
Dr. Dimitar Iliev Dimitrov
About me:
My name is Dimitar Iliev Dimitrov, and I am a Postdoctoral student in AI Security at INSAIT, advertised by Prof. Martin Vechev. My research interests span topics like Privacy and Robustness of Machine Learning Systems, Generative AI systems for low-resource languages, as well as improving AI reasoning systems. Previously, I obtained my PhD at ETH Zurich under the supervision of Prof. Martin Vechev on the topic of “Testing Federated Learning Privacy Through Gradient Leakage Attacks” and am part of the development team of BgGPT.
Education:
- ETH Zurich, September 2018 – May 2025
Direct doctorate student in Computer Science - The University of Edinburgh, UK, 2012 – 2016
BEng Computer Science - University of California, Irvine, USA, 2014 – 2015
Exchange student - Sofia High School of Mathematics, Sofia, Bulgaria, 2004 – 2012
Bulgaria diploma
2025
Kristian Minchev, Dimitar Iliev Dimitrov, Nikola Konstantinov
LARP: Learner-Agnostic Robust Data Prefiltering
In: International Conference on Machine Learning (ICML 2025) (Workshop)
2024
Timofey Fedoseev, Dimitar Iliev Dimitrov, Timon Gehr, Martin Vechev
Constraint-Based Synthetic Data Generation for LLM Mathematical Reasoning
In: Conference on Neural Information Processing Systems (NeurIPS 2024) (Workshop)
