Leon Kersten (TU Eindhoven)

The skill set of tier-1 (T1) analysts have a great influence on the day-to-day operations of a Security Operation Center (SOC). Therefore, it is critical for a SOC to be able to evaluate the relevant skill sets of incoming analyst at recruitment and throughout their progress at the SOC. In this short paper, we identify from extant literature the relevant skills an analyst needs, and devise a test to evaluate those in collaboration with a commercial SOC. We conduct a case study of this test with three aspiring analysts at the collaborating SOC over a period of three months. Our case study shows that the test can be used to evaluate different skills of an analyst and can give insights at the SOC on analyst progress and training effectiveness, opening avenues for a full validation of the testing framework in future work. We discuss results, limitations, and future directions of this work.

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Rethink Custom Transformers for Binary Analysis

Heng Yin, Professor, Department of Computer Science and Engineering, University of California, Riverside

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Black-box Membership Inference Attacks against Fine-tuned Diffusion Models

Yan Pang (University of Virginia), Tianhao Wang (University of Virginia)

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A Multifaceted Study on the Use of TLS and...

Ka Fun Tang (The Chinese University of Hong Kong), Che Wei Tu (The Chinese University of Hong Kong), Sui Ling Angela Mak (The Chinese University of Hong Kong), Sze Yiu Chau (The Chinese University of Hong Kong)

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