4 papers
Hybrid Privilege Escalation and Remote Code Execution Exploit Chains
Miguel Tulla, Andrea Vignali, Christian Colon +5
Research on exploit chains predominantly focuses on sequences with one type of exploit, e.g., either escalating privileges on a machine or executing remote code. In networks, hybri…
Evolutionary and Coevolutionary Multi-Agent Design Choices and Dynamics
Erik Hemberg, Eric Liu, Lucille Fuller +2
We investigate two representation alternatives for the controllers of teams of cyber agents. We combine these controller representations with different evolutionary algorithms, one…
Guiding Evolutionary AutoEncoder Training with Activation-Based Pruning Operators
Steven Jorgensen, Erik Hemberg, Jamal Toutouh +1
This study explores a novel approach to neural network pruning using evolutionary computation, focusing on simultaneously pruning the encoder and decoder of an autoencoder. We intr…
LLM-Supported Natural Language to Bash Translation
Finnian Westenfelder, Erik Hemberg, Miguel Tulla +3
The Bourne-Again Shell (Bash) command-line interface for Linux systems has complex syntax and requires extensive specialized knowledge. Using the natural language to Bash command (…