Cherlynn Cha (ExpressVPN)

Alerts serve as the backbone of most SOCs, but alerts alone cannot detect modern, advanced threats without being so noisy that they quickly induce analyst fatigue. Threat hunting has arisen as a complement to alerting, but most SOCs do not operationalize threat hunting with the same rigor as alerting. In this session, we will discuss how SOC teams can overcome this through a model we call Continuous Threat Hunting: using analytic-driven methods to cover more data, but with a standardized approach designed to produce repeatability, effectiveness, and confidence in result.

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GraphGuard: Detecting and Counteracting Training Data Misuse in Graph...

Bang Wu (CSIRO's Data61/Monash University), He Zhang (Monash University), Xiangwen Yang (Monash University), Shuo Wang (CSIRO's Data61/Shanghai Jiao Tong University), Minhui Xue (CSIRO's Data61), Shirui Pan (Griffith University), Xingliang Yuan (Monash University)

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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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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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