Seth Hasings (University of Tulsa)

Security Operations Centers (SOCs) receive thousands of security alerts each day, and analysts are responsible for evaluating each alert and initiating corrective action when necessary. Many of these alerts require consulting user authentication logs, which are notoriously messy and designed for machine use rather than human interpretability. We apply a novel methodology for processing raw logs into interpretable user authentication events in a university SOC dashboard tool. We review steps for data processing and describe views designed for analysts. To illustrate its value, we utilized the dashboard on a 90-day sample of alert logs from a university SOC. We present two representative alerts from the sample as case studies to motivate and demonstrate the generalized workflows. We show that enhanced data from the dashboard could be utilized to completely investigate over 84% of alerts in the sample without additional context or tools, and a further 13% could be partially investigated.

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Heimdall: Towards Risk-Aware Network Management Outsourcing

Yuejie Wang (Peking University), Qiutong Men (New York University), Yongting Chen (New York University Shanghai), Jiajin Liu (New York University Shanghai), Gengyu Chen (Carnegie Mellon University), Ying Zhang (Meta), Guyue Liu (Peking University), Vyas Sekar (Carnegie Mellon University)

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Characterizing the Impact of Audio Deepfakes in the Presence...

Magdalena Pasternak (University of Florida), Kevin Warren (University of Florida), Daniel Olszewski (University of Florida), Susan Nittrouer (University of Florida), Patrick Traynor (University of Florida), Kevin Butler (University of Florida)

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LLMPirate: LLMs for Black-box Hardware IP Piracy

Vasudev Gohil (Texas A&M University), Matthew DeLorenzo (Texas A&M University), Veera Vishwa Achuta Sai Venkat Nallam (Texas A&M University), Joey See (Texas A&M University), Jeyavijayan Rajendran (Texas A&M University)

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