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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ShapFuzz: Efficient Fuzzing via Shapley-Guided Byte Selection

Kunpeng Zhang (Shenzhen International Graduate School, Tsinghua University), Xiaogang Zhu (Swinburne University of Technology), Xi Xiao (Shenzhen International Graduate School, Tsinghua University), Minhui Xue (CSIRO's Data61), Chao Zhang (Tsinghua University), Sheng Wen (Swinburne University of Technology)

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TextGuard: Provable Defense against Backdoor Attacks on Text Classification

Hengzhi Pei (UIUC), Jinyuan Jia (UIUC, Penn State), Wenbo Guo (UC Berkeley, Purdue University), Bo Li (UIUC), Dawn Song (UC Berkeley)

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Beyond the Surface: Uncovering the Unprotected Components of Android...

Hao Zhou (The Hong Kong Polytechnic University), Shuohan Wu (The Hong Kong Polytechnic University), Chenxiong Qian (University of Hong Kong), Xiapu Luo (The Hong Kong Polytechnic University), Haipeng Cai (Washington State University), Chao Zhang (Tsinghua University)

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