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Paul Sumedrea

2 accepted papers

2023

EMBERSim: A Large-Scale Databank for Boosting Similarity Search in Malware Analysis

NeurIPS 2023poster

In recent years there has been a shift from heuristics based malware detection towards machine learning, which proves to be more robust in the current heavily adversarial threat landscape. While we acknowledge machine learning to be better equipped to mine for patterns in the increasingly high amoun…

2022

UBnormal: New Benchmark for Supervised Open-Set Video Anomaly Detection

CVPR 2022poster

Detecting abnormal events in video is commonly framed as a one-class classification task, where training videos contain only normal events, while test videos encompass both normal and abnormal events. In this scenario, anomaly detection is an open-set problem. However, some studies assimilate anomal…

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