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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The (Un)usual Suspects – Studying Reasons for Lacking Updates...

Maria Hellenthal (CISPA Helmholtz Center for Information Security), Lena Gotsche (CISPA Helmholtz Center for Information Security), Rafael Mrowczynski (CISPA Helmholtz Center for Information Security), Sarah Kugel (Saarland University), Michael Schilling (CISPA Helmholtz Center for Information Security), Ben Stock (CISPA Helmholtz Center for Information Security)

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Reinforcement Unlearning

Dayong Ye (University of Technology Sydney), Tianqing Zhu (City University of Macau), Congcong Zhu (City University of Macau), Derui Wang (CSIRO’s Data61), Kun Gao (University of Technology Sydney), Zewei Shi (CSIRO’s Data61), Sheng Shen (Torrens University Australia), Wanlei Zhou (City University of Macau), Minhui Xue (CSIRO's Data61)

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Transforming Raw Authentication Logs into Interpretable Events

Seth Hastings, Tyler Moore, Corey Bolger, Philip Schumway (University of Tulsa)

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Dissecting Payload-based Transaction Phishing on Ethereum

Zhuo Chen (Zhejiang University), Yufeng Hu (Zhejiang University), Bowen He (Zhejiang University), Dong Luo (Zhejiang University), Lei Wu (Zhejiang University), Yajin Zhou (Zhejiang University)

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