Sergei Chuprov

17 papers B 1C 2Journal 2Unranked 12

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	How to Improve Federated Learning in Consumer Applications? Detect and Exclude Bad Clients. CCNC Raman Zatsarenko, Sergei Chuprov, Dmitrii Korobeinikov, Leon Reznik, Adrian Peña
2026	—	`conf`	Improving Generalization with Harmonic Aggregation in Personalized Federated Learning. CCNC Angel Peredo, Sergei Chuprov
2026	—	`conf`	Improving PID-Based Aggregation in Federated Learning for Consumer Applications. CCNC Adrian Peña, Sergei Chuprov
2025	J	`jnl`	KISS: Knowledge Integration System Service for ML End Attacks Detection and Classification. IEEE Trans. Dependable Secur. Comput. Sergei Chuprov, Leon Reznik, Raman Zatsarenko
2025	C	`conf`	MADE-PI: Framework for Effective Anomaly Detection in Federated Learning Applications. ICMLA Raman Zatsarenko, Sergei Chuprov, Dmitrii Korobeinikov, Leon Reznik, Adrian Peña
2025	—	`conf`	Mitigating Health Misinformation Through Human-AI Collaboration. AMCIS Lingzi Hong, Sergei Chuprov, Yun Wan
2024	J	`jnl`	Data Quality Based Intelligent Instrument Selection with Security Integration. ACM J. Data Inf. Qual. Sergei Chuprov, Raman Zatsarenko, Leon Reznik, Igor Khokhlov
2024	C	`conf`	Intelligent Soccer Event Detection and Highlights Generation with Broadcast Cues Integration. ICMLA Anirudh Narayanan, Sergei Chuprov, Leon Reznik, Raman Zatsarenko, Dmitrii Korobeinikov
2024	—	`conf`	Robust Training on the Edge: Federated vs. Transfer Learning for Computer Vision in Intelligent Transportation Systems. AIIoT Sergei Chuprov, Raman Zatsarenko, Dmitrii Korobeinikov, Leon Reznik
2024	—	`conf`	Trust-Based Anomaly Detection in Federated Edge Learning. AIIoT Raman Zatsarenko, Sergei Chuprov, Dmitrii Korobeinikov, Leon Reznik
2023	—	`conf`	Federated Learning for Robust Computer Vision in Intelligent Transportation Systems. CAI Sergei Chuprov, Kartavya Manojbhai Bhatt, Leon Reznik
2023	—	`conf`	Federated Learning with Trust Evaluation for Industrial Applications. CAI Sergei Chuprov, Moinuddin Memon, Leon Reznik
2023	—	`conf`	Study on Network Importance for ML End Application Robustness. ICC Sergei Chuprov, Leon Reznik, Garegin Grigoryan
2022	—	`conf`	How Degrading Network Conditions Influence Machine Learning End Systems Performance? INFOCOM Workshops Sergei Chuprov, Leon Reznik, Antoun Obeid, Srujan Shetty
2022	B	`conf`	Influence of Transfer Learning on Machine Learning Systems Robustness to Data Quality Degradation. IJCNN Sergei Chuprov, Igor Khokhlov, Leon Reznik, Srujan Shetty
2022	—	`conf`	Integrating Security with Accuracy Evaluation in Sensors Fusion. IEEE SENSORS Igor Khokhlov, Sergei Chuprov, Leon Reznik
2022	—	`conf`	Multi-Modal Sensor Selection with Genetic Algorithms. IEEE SENSORS Sergei Chuprov, Leon Reznik, Igor Khokhlov, Karan Manghi