Search by keyword: "dataset"
Practical implementation of the Siamese neural network in biometric palmar digital veins authentication
| Authors: Desyatov A.G. | Published: 19.05.2023 |
| Published in issue: #5(82)/2023 | |
| DOI: DOI: 10.18698/2541-8009-2023-5-892 | |
| Category: Informatics, Computer Engineering and Control | Chapter: Methods and Systems of Information Protection, Information Security | |
| Keywords: biometrics, authentication, palmar digital veins, deep learning, Siamese neural network, Conv2D, MaxPooling2D, Dropout, Dense, dataset | |
Malware recognition system based on the representation of a binary file in the form of an image with machine learning
| Authors: Panchekhin N.I., Desyatov A.G., Sidorkin A.D. | Published: 06.05.2023 |
| Published in issue: #4(81)/2023 | |
| DOI: DOI: 10.18698/2541-8009-2023-4-886 | |
| Category: Informatics, Computer Engineering and Control | Chapter: Methods and Systems of Information Protection, Information Security | |
| Keywords: malware detection, static analysis, deep learning, artificial neural network, software, Python, Keras, dataset | |
Research and statistical analysis of attacks on neural networks in technical vision tasks
| Authors: Kapitonova L.I., Ushakova A.A., Shalna N.A., Storozheva A.A. | Published: 15.02.2019 |
| Published in issue: #2(31)/2019 | |
| DOI: DOI: 10.18698/2541-8009-2019-2-443 | |
| Category: Informatics, Computer Engineering and Control | Chapter: Methods and Systems of Information Protection, Information Security | |
| Keywords: neural network, dataset, hostile attack, protection against attacks, neural network vulnerabilities, gradient method, pixel attacks, security administrator | |