Outlet Title
2024 IEEE Cyber Awareness and Research Symposium (CARS)
Document Type
Conference Proceeding
Publication Date
10-2024
Abstract
As emerging software vulnerabilities continuously threaten enterprises and Internet services, there is a critical need for improved security research capabilities. This paper introduces the Security Exploit Telemetry Collection (SETC) framework - an automated framework to generate reproducible vulnerability exploit data at scale for robust defensive security research. SETC deploys configurable environments to execute and record rich telemetry of vulnerability exploits within isolated containers. Exploits, vulnerable services, monitoring tools, and logging pipelines are defined via modular JSON configurations and deployed on demand. Compared to current manual processes, SETC enables automated, customizable, and repeatable vulnerability testing to produce diverse security telemetry. This research enables scalable exploit data generation to drive innovations in threat modeling, detection methods, analysis techniques, and remediation strategies. The capabilities of the framework are demonstrated through an example scenario. By addressing key barriers in security data generation, SETC represents a valuable platform to support impactful vulnerability and defensive security research.
Recommended Citation
Holeman, Ryan; Hastings, John; and Vaidyan, Varghese Mathew, "SETC: A Vulnerability Telemetry Collection Framework" (2024). Research & Publications. 89.
https://scholar.dsu.edu/ccspapers/89
Included in
Cybersecurity Commons, Information Security Commons, OS and Networks Commons, Systems Architecture Commons