51 citations · 105 across the 9 of their papers we have counts for
4 papers · 1 filter
Systematic Capability Benchmarking of Frontier Large Language Models for Offensive Cyber Tasks
Tyler H. Merves, Michael H. Conaway, Joseph M. Escobar +2
We present, to our knowledge, the most comprehensive cross-model evaluation of LLM agents on offensive cybersecurity tasks, benchmarking 10 frontier models from 7 providers on all…
Who Coordinates U.S. Cyber Defense? A Co-Authorship Network Analysis of Joint Cybersecurity Advisories (2024--2025)
M. Abdullah Canbaz, Hakan Otal, Tugce Unlu +2
Cyber threats increasingly demand joint responses, yet the organizational dynamics behind multi-agency cybersecurity collaboration remain poorly understood. Understanding who leads…
LLM Honeypot: Leveraging Large Language Models as Advanced Interactive Honeypot Systems
Hakan T. Otal, M. Abdullah Canbaz
The rapid evolution of cyber threats necessitates innovative solutions for detecting and analyzing malicious activity. Honeypots, which are decoy systems designed to lure and inter…
Federated Learning in Adversarial Environments: Testbed Design and Poisoning Resilience in Cybersecurity
Hao Jian Huang, Hakan T. Otal, M. Abdullah Canbaz
This paper presents the design and implementation of a Federated Learning (FL) testbed, focusing on its application in cybersecurity and evaluating its resilience against poisoning…