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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Detecting Voice Cloning Attacks via Timbre Watermarking

Chang Liu (University of Science and Technology of China), Jie Zhang (Nanyang Technological University), Tianwei Zhang (Nanyang Technological University), Xi Yang (University of Science and Technology of China), Weiming Zhang (University of Science and Technology of China), NengHai Yu (University of Science and Technology of China)

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CrowdGuard: Federated Backdoor Detection in Federated Learning

Phillip Rieger (Technical University of Darmstadt), Torsten Krauß (University of Würzburg), Markus Miettinen (Technical University of Darmstadt), Alexandra Dmitrienko (University of Würzburg), Ahmad-Reza Sadeghi (Technical University of Darmstadt)

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Symphony: Path Validation at Scale

Anxiao He (Zhejiang University), Jiandong Fu (Zhejiang University), Kai Bu (Zhejiang University), Ruiqi Zhou (Zhejiang University), Chenlu Miao (Zhejiang University), Kui Ren (Zhejiang University)

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