Georgii V. Sazonov

According to our database, Georgii V. Sazonov authored at least 4 papers between 2025 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

Framework GNN-AID: Graph Neural Network Analysis, Interpretation and Defense.

Kirill Lukianov, Mikhail Drobyshevskiy, Georgii V. Sazonov, Mikhail Soloviov, Ilya Makarov

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

The Defender's Dilemma: Are Defense Methods Against Different Attacks on Machine Learning Models Compatible?

Georgii V. Sazonov, Kirill S. Lukyanov, Igor N. Meleshin

Program. Comput. Softw., December, 2025

Framework GNN-AID: Graph Neural Network Analysis Interpretation and Defense.

Kirill S. Lukyanov, Mikhail Drobyshevskiy, Georgii V. Sazonov, Mikhail Soloviov, Ilya Makarov

CoRR, May, 2025

Robustness questions the interpretability of graph neural networks: what to do?

Kirill S. Lukyanov, Georgii V. Sazonov, Serafim Boyarsky, Ilya Makarov

CoRR, May, 2025