Denis Parfenov

Часть публикаций из профиля, по году от новых к старым. Это не полный список последних работ автора; работы без года — в конце.

• Development of an Adapter for Analyzing and Protecting Machine Learning Models from Competitive Activity in the Networks Services2025
• Optimization of the algorithm to compute the guaranteed number of activations in $$\textsf{XS}$$-circuits and its application to the analysis of block ciphers2025
• Research Intelligent Methods and Machine Learning Algorithms for Identification Anomalies in the Drilling Operations2025
• Investigation of the impact effectiveness of adversarial data leakage attacks on the machine learning models2024
• Creating an Image Recognition Model to Optimize Technological Processes2024
• Research Application of Ensemble Machine Learning Methods to the Problem of Multiclass Classification of DDoS Attacks Identification2020 · аннотациясвернуть

  This article studies the actual problem of network security. In particular, the task of identifying DDoS attacks is being solved. As part of the study, a solution was proposed based on expanding the set of features…

• Investigation of the problem of classifying unbalanced datasets in identifying distributed denial of service attacks2020 · аннотациясвернуть

  Abstract This paper examines the impact of data balancing algorithms in the network traffic classification problem on various types of distributed denial of service attacks on the CICDDoS2019 dataset, which contains…

• Fuzzy model for evaluating the results of online learning2020