Konstantin Berlin

According to our database, Konstantin Berlin authored at least 15 papers between 2003 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

That Escalated Quickly: An ML Framework for Alert Prioritization.

Ben Gelman, Salma Taoufiq, Tamás Vörös, Konstantin Berlin

CoRR, 2023

Web Content Filtering Through Knowledge Distillation of Large Language Models.

Tamás Vörös, Sean Paul Bergeron, Konstantin Berlin

Proceedings of the IEEE International Conference on Web Intelligence and Intelligent Agent Technology, 2023

2021

AI Total: Analyzing Security ML Models with Imperfect Data in Production.

Awalin Sopan, Konstantin Berlin

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.

Konstantin Berlin, Ajay Lakshminarayanarao

CoRR, 2020

Learning from Context: A Multi-View Deep Learning Architecture for Malware Detection.

Adarsh Kyadige, Ethan M. Rudd, Konstantin Berlin

Proceedings of the 2020 IEEE Security and Privacy Workshops, 2020

2019

Learning from Context: Exploiting and Interpreting File Path Information for Better Malware Detection.

Adarsh Kyadige, Ethan M. Rudd, Konstantin Berlin

CoRR, 2019

SMART: Semantic Malware Attribute Relevance Tagging.

Felipe N. Ducau, Ethan M. Rudd, Tad M. Heppner, Alex Long, Konstantin Berlin

CoRR, 2019

ALOHA: Auxiliary Loss Optimization for Hypothesis Augmentation.

Ethan M. Rudd, Felipe N. Ducau, Cody Wild, Konstantin Berlin, Richard E. Harang

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.

Joshua Saxe, Konstantin Berlin

CoRR, 2017

2016

Improving Zero-Day Malware Testing Methodology Using Statistically Significant Time-Lagged Test Samples.

Konstantin Berlin, Joshua Saxe

CoRR, 2016

2015

Deep neural network based malware detection using two dimensional binary program features.

Joshua Saxe, Konstantin Berlin

Proceedings of the 10th International Conference on Malicious and Unwanted Software, 2015

Malicious Behavior Detection using Windows Audit Logs.

Konstantin Berlin, David Slater, Joshua Saxe

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.

Konstantin Berlin, Nail A. Gumerov, Ramani Duraiswami, David Fushman

CoRR, 2013

2012

A hierarchical algorithm for fast debye summation with applications to small angle scattering.

Nail A. Gumerov, Konstantin Berlin, David Fushman, Ramani Duraiswami

J. Comput. Chem., 2012

2003

Evaluating the Impact of Programming Language Features on the Performance of Parallel Applications on Cluster Architectures.

Konstantin Berlin, Jun Huan, Mary Jacob, Garima Kochhar, Jan F. Prins, William W. Pugh, P. Sadayappan, Jaime Spacco, Chau-Wen Tseng

Proceedings of the Languages and Compilers for Parallel Computing, 2003