Konstantin Berlin
Orcid: 0000-0001-9682-604X
According to our database1,
Konstantin Berlin
authored at least 15 papers
between 2003 and 2023.
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Bibliography
2023
Proceedings of the IEEE International Conference on Web Intelligence and Intelligent Agent Technology, 2023
2021
Proceedings of the IEEE Symposium on Visualization for Cyber Security, 2021
2020
A Simple and Agile Cloud Infrastructure to Support Cybersecurity Oriented Machine Learning Workflows.
CoRR, 2020
Learning from Context: A Multi-View Deep Learning Architecture for Malware Detection.
Proceedings of the 2020 IEEE Security and Privacy Workshops, 2020
2019
Learning from Context: Exploiting and Interpreting File Path Information for Better Malware Detection.
CoRR, 2019
Proceedings of the 28th USENIX Security Symposium, 2019
2017
eXpose: A Character-Level Convolutional Neural Network with Embeddings For Detecting Malicious URLs, File Paths and Registry Keys.
CoRR, 2017
2016
Improving Zero-Day Malware Testing Methodology Using Statistically Significant Time-Lagged Test Samples.
CoRR, 2016
2015
Deep neural network based malware detection using two dimensional binary program features.
Proceedings of the 10th International Conference on Malicious and Unwanted Software, 2015
Proceedings of the 8th ACM Workshop on Artificial Intelligence and Security, 2015
2013
Performance of a GPU-based Direct Summation Algorithm for Computation of Small Angle Scattering Profile.
CoRR, 2013
2012
A hierarchical algorithm for fast debye summation with applications to small angle scattering.
J. Comput. Chem., 2012
2003
Evaluating the Impact of Programming Language Features on the Performance of Parallel Applications on Cluster Architectures.
Proceedings of the Languages and Compilers for Parallel Computing, 2003