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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MOCK: Optimizing Kernel Fuzzing Mutation with Context-aware Dependency

Jiacheng Xu (Zhejiang University), Xuhong Zhang (Zhejiang University), Shouling Ji (Zhejiang University), Yuan Tian (UCLA), Binbin Zhao (Georgia Institute of Technology), Qinying Wang (Zhejiang University), Peng Cheng (Zhejiang University), Jiming Chen (Zhejiang University)

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PAIEL: Protocol-Aware and Context-Integrated Protocol Explanation Using LLMs for...

Takeshi Kaneko (Panasonic Holdings Corporation), Hiroyuki Okada (Panasonic Holdings Corporation), Rashi Sharma (Panasonic R&D Center Singapore), Tatsumi Oba (Panasonic Holdings Corporation), Naoto Yanai (Panasonic Holdings Corporation)

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Large Language Model guided Protocol Fuzzing

Ruijie Meng (National University of Singapore, Singapore), Martin Mirchev (National University of Singapore), Marcel Böhme (MPI-SP, Germany and Monash University, Australia), Abhik Roychoudhury (National University of Singapore)

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