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uh so I welcome everybody to our last session and machine learning attacks and in this session we have four wonderful papers so the first paper will going be uh transpose attack stealing data setes with bir directional training and the authors got ahed from De G University uh heamp;#39;s um PhD student can candidate and also an AI per researcher from IBM uh research so if youamp;#39;re ready you can go and test the slides okay you can test the button I think there yeah Okay cool so letamp;#39;s give the speaker a warm [Applause] welcome but can you turn the this projector a little bit down and completely blinded uh projector is completely blinding me okay okay anyway I will begin okay so Iamp;#39;m very excited to be here my name is gy me Iamp;#39;m from the offensive AI Lab at the bangan University and Iamp;#39;m here to present our work the transpose attack an attack for stealing data sets from secure training environments before I begin I would like to say a few words about ou