Scholar
Andrei Kucharavy
Google Scholar ID: uHXvGxgAAAAJ
Assistant Professor, HES-SO Valais-Wallis
Citations & Impact
Citations
757
H-index
10
i10-index
10
Publications
20
Co-authors
0
Publications
Resume (English only)
Academic Achievements
- Involved in several research projects, such as evaluating and mitigating attacks on large language models in code generation through training dataset poisoning, malicious fine-tuning, or adversarial pre-prompting, and defining vulnerabilities in LLMs and developing guidelines for characterizing, disclosing, and mitigating them.
Research Experience
- Previously a lecturer and researcher at HEVS, postdoctoral researcher at the Distributed Computing Lab at EPFL, and recipient of the 'Distinguished Cyber-Defence (CYD) Postdoctoral Fellowship' from Cyber-Defence Campus, armasuisse S+T. Has been working in machine learning since 2013, generative ML since 2018, and the intersection of generative ML and cybersecurity since 2020.
Education
- PhD from Paris Sorbonne University, with research conducted at Johns Hopkins University and Stowers Institute for Medical Research; Engineer degree from Ecole Polytechnique.
Background
- Research interests include applied machine learning, large language models, generative ML, cybersecurity, data science, image processing and analysis, computational systems biology. Currently an Assistant Professor at HES-SO Valais-Wallis and co-founder of the GenLearning Center, focusing on the safety and deployment issues of generative AI technologies.
Co-authors