Kirill S. Lukyanov

According to our database, Kirill S. Lukyanov authored at least 7 papers between 2024 and 2025.

Collaborative distances:

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

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

2024

Model Mimic Attack: Knowledge Distillation for Provably Transferable Adversarial Examples.

Kirill S. Lukyanov, Andrew I. Perminov, Denis Turdakov, Mikhail Pautov

CoRR, 2024

Graph Neural Network for Crawling Target Nodes in Social Networks.

Kirill S. Lukyanov, Mikhail Drobyshevskiy, Danil Shaikhelislamov, Denis Turdakov

CoRR, 2024

Adversarial Attacks and Defenses in Automated Control Systems: A Comprehensive Benchmark.

Vitaliy Pozdnyakov, Aleksandr Kovalenko, Ilya Makarov, Mikhail Drobyshevskiy, Kirill S. Lukyanov

CoRR, 2024

AADMIP: Adversarial Attacks and Defenses Modeling in Industrial Processes.

Vitaliy Pozdnyakov, Aleksandr Kovalenko, Ilya Makarov, Mikhail Drobyshevskiy, Kirill S. Lukyanov

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024