AADMIP: Adversarial Attacks and Defenses Modeling in Industrial Processes. - Vitaliy Pozdnyakov; Aleksandr Kovalenko; Ilya Makarov; Mikhail Drobyshevskiy; Kirill Lukyanov (IJCAI, 2024)

Graph Neural Networks With Trainable Adjacency Matrices for Fault Diagnosis on Multivariate Sensor Data. - Aleksandr Kovalenko; Vitaliy Pozdnyakov; Ilya Makarov (IEEE Access, 2024)

Creating a vulnerable node based on the vulnerability MS17-010. - Aleksey Novokhrestov; Anton Kalyakin; Aleksandr Kovalenko; Vladimir Repkin (CoRR, 2024)

Adversarial Attacks and Defenses in Automated Control Systems: A Comprehensive Benchmark. - Vitaliy Pozdnyakov; Aleksandr Kovalenko; Ilya Makarov; Mikhail Drobyshevskiy; Kirill Lukyanov (CoRR, 2024)

Poster Abstract: Autonomous AI-Driven Grid Protection: Sub-Cycle Fault Response via NPU-Optimized Neural Networks. - Aleksandr Kovalenko; Aleksey Evdakov; Galina Filatova; Andrey Yablokov; Aleksandr Bulashov; Ilya Makarov (SenSys, 2025)