Browsing Konferencijų pranešimų santraukos / Conference and Meeting Abstracts by VGTU prioritized fields "IK0101 - Informacijos ir informacinių technologijų sauga / Information and Information Technologies Security"
Dabar rodomi įrašai 1-10 iš 10
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Application of deep learning methods in host-based intrusion detection systems
(11th international workshop on data analysis methods for software systems, Druskininkai, Lithuania, November 28-30, 2019 / Lithuanian Computer Society, Vilnius University Institute of Data Science and Digital Technologies, Lithuanian Academy of Sciences, 2019)Protection of information plays an important role in the daily schedule of a modern company. Various types of businesses are dealing with a huge amount of sensitive data: it can be not only data belonging to the private ... -
Convolutional neural network approach for anomaly-based intrusion detection on IoT-enabled smart space orchestration system
(DAMSS 2022: 13th conference on data analysis methods for software systems, Druskininkai, Lithuania, December 1–3, 2022, 2022) -
Detection of suspicious activities for patient privacy and security management using electronic health record access-log data
(11th international workshop on data analysis methods for software systems, Druskininkai, Lithuania, November 28-30, 2019 / Lithuanian Computer Society, Vilnius University Institute of Data Science and Digital Technologies, Lithuanian Academy of Sciences, 2019) -
Development of an SME-oriented information security risk analysis expert system based on automatically formatted knowledge base
(11th international workshop on data analysis methods for software systems (DAMSS 2019), Druskininkai, Lithuania, November 28-30, 2019 / Lithuanian Computer Society, Vilnius University Institute of Data Science and Digital Technologies, Lithuanian Academy of Sciences, 2019) -
Improving network intrusion detection applying hybrid machine learning algorithms
(DAMSS 2022: 13th conference on data analysis methods for software systems, Druskininkai, Lithuania, December 1–3, 2022, 2022) -
Machine learning vs. fuzzy inference methods for predicting the oil spill consequences with small data sets
(DAMSS 2021: 12th conference on data analysis methods for software systems, Druskininkai, Lithuania, December 2–4, 2021, 2021) -
Performance benchmarking of communication patterns in microservice architecture
(DAMSS: 12th conference on "Data analysis methods for software systems", Druskininkai, Lithuania, December 2–4, 2021, 2021)Microservice architecture is applied for cloud-native applications to decompose it into small functional units. A microservices-based application is a distributed low coupling system running on multiple processes or services, ... -
System call-based malware detection using hybrid ML methods trained on the AWSCTD dataset
(DAMSS 2022: 13th conference on data analysis methods for software systems, Druskininkai, Lithuania, December 1–3, 2022, 2022) -
Threat modeling in RPA-Based systems
(DAMSS 2022: 13th conference on data analysis methods for software systems, Druskininkai, Lithuania, December 1–3, 2022, 2022) -
User behavior based host-level intrusion detection using deep neural network
(DAMSS: 12th conference on "Data analysis methods for software systems", Druskininkai, Lithuania, December 2–4, 2021, 2021)Intrusion detection is a relevant field of information security, and different artificial intelligence methods are used to identify cyberattacks and anomalies in the networks and hosts. In this research, we address the ...