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University of Ottawa Research on Machine Learning for Defense and Security (Under Construction) Lab Director: Dr. Nathalie Japkowicz Current Lab Members: Current Research Associates: Colin Bellinger Dr. Rodney Berg (Health Canada) Dr. Guichong Li Dr. Alex Bourque (DRDC) Hang Shao Dr. Bao Nguyen (DRDC) Shiven Sharma Dr. Kurt Ungar (Health Canada) Xiaoguang Wang Past Projects Current Projects Monitoring threats to public safety during major public events or around nuclear facilities: Detecting GammaEmitting hazardous materials Hunting for underwater mines or improvised explosive devices (IED) with multiple autonomous unmanned vehicle (AUV) operations: coordinating multiple AUVs in a dynamic and uncertain environment and under limited and unreliable communications Verifying conformation to the Comprehensive Nuclear Test Ban Treaty by Noble gas monitoring: Discriminating between nuclear tests and routine industrial emissions through the monitoring of Radioxenon releases to the atmosphere Detecting serious threats to computer networks: discovering relationships between different intrusion detection systems (IDS)’ alerts to identify specific attack attempts