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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Rethink Custom Transformers for Binary Analysis

Heng Yin, Professor, Department of Computer Science and Engineering, University of California, Riverside

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Wallbleed: A Memory Disclosure Vulnerability in the Great Firewall...

Shencha Fan (GFW Report), Jackson Sippe (University of Colorado Boulder), Sakamoto San (Shinonome Lab), Jade Sheffey (UMass Amherst), David Fifield (None), Amir Houmansadr (UMass Amherst), Elson Wedwards (None), Eric Wustrow (University of Colorado Boulder)

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BARBIE: Robust Backdoor Detection Based on Latent Separability

Hanlei Zhang (Zhejiang University), Yijie Bai (Zhejiang University), Yanjiao Chen (Zhejiang University), Zhongming Ma (Zhejiang University), Wenyuan Xu (Zhejiang University)

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The Skeleton Keys: A Large Scale Analysis of Credential...

Yizhe Shi (Fudan University), Zhemin Yang (Fudan University), Kangwei Zhong (Fudan University), Guangliang Yang (Fudan University), Yifan Yang (Fudan University), Xiaohan Zhang (Fudan University), Min Yang (Fudan University)

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