25 citations · 31 across the 5 of their papers we have counts for
6 papers
Does Runtime Topology Context Improve LLM-Generated Kubernetes Security Patches?
Farooq Shaikh
Kubernetes is central to the cloud-native ecosystem, orchestrating containerised workloads. Recent work suggests that large language models (LLMs) can automate cluster security rem…
A Comparison of Kubernetes Compliance Standards and Configuration Scanners
Michael Krieger, Markus Gierlinger, Farooq Shaikh +1
Kubernetes has become the industry standard for orchestrating containers in microservice-based software architectures. While several hardening guidelines and scanning tools for sec…
FORGE: Multi-Agent Graduated Exploitation and Detection Engineering
Farooq Shaikh
Vulnerability disclosure volumes now far exceed organizational assessment capacity, yet three adjacent research communities (proof-of-concept generation, vulnerability prioritizati…
Federated Learning Approach for Distributed Ransomware Analysis
Aldin Vehabovic, Hadi Zanddizari, Farook Shaikh +4
Researchers have proposed a wide range of ransomware detection and analysis schemes. However, most of these efforts have focused on older families targeting Windows 7/8 systems. He…
IoT Threat Detection Testbed Using Generative Adversarial Networks
Farooq Shaikh, Elias Bou-Harb, Aldin Vehabovic +3
The Internet of Things(IoT) paradigm provides persistent sensing and data collection capabilities and is becoming increasingly prevalent across many market sectors. However, most I…
Data-Centric Machine Learning Approach for Early Ransomware Detection and Attribution
Aldin Vehabovic, Hadi Zanddizari, Nasir Ghani +4
Researchers have proposed a wide range of ransomware detection and analysis schemes. However, most of these efforts have focused on older families targeting Windows 7/8 systems. He…