Joe Nehila, Drew Walsh (Deloitte And Touche)

Security Operation Centers (SOCs) are a common and critical piece of an organization’s cybersecurity strategy to prevent, monitor, detect, mitigate, and respond to cybersecurity incidents; but these aren’t the metrics a SOC analyst is measured against: they are measured against volume and time. This talk will discuss the current challenges SOC analysts face with alert fatigue against an ever-growing number of alerts and the need to manage the scale by scaling the analyst.

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Cloud-Hosted Security Operations Center (SOC)

Drew Walsh, Kevin Conklin (Deloitte)

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GTrans: Graph Transformer-Based Obfuscation-resilient Binary Code Similarity Detection

Yun Zhang (Hunan University), Yuling Liu (Hunan University), Ge Cheng (Xiangtan University), Bo Ou (Hunan University)

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Differentially Private Dataset Condensation

Tianhang Zheng (University of Missouri-Kansas City), Baochun Li (University of Toronto)

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Towards Automated Regulation Analysis for Effective Privacy Compliance

Sunil Manandhar (IBM T.J. Watson Research Center), Kapil Singh (IBM T.J. Watson Research Center), Adwait Nadkarni (William & Mary)

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