{"type":"rich","version":1.0,"provider_name":"Speaker Deck","provider_url":"https://speakerdeck.com/","title":"Fast-MIA: Efficient and Scalable Membership Inference for LLMs","author_name":"Shotaro Ishihara","author_url":"https://speakerdeck.com/upura","html":"\u003ciframe id=\"talk_frame_1540550\" class=\"speakerdeck-iframe\" src=\"https://speakerdeck.com/player/d6f9e20555df41ee82e6f93e288ca40b\" width=\"710\" height=\"1003\" style=\"aspect-ratio:710/1003; border:0; padding:0; margin:0; background:transparent;\" frameborder=\"0\" allowtransparency=\"true\" allowfullscreen=\"allowfullscreen\"\u003e\u003c/iframe\u003e\n","width":710,"height":1003,"ratio":0.7074910820451843}