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class="gmail-CToWUd gmail-a6T" tabindex="0" style="cursor: pointer; outline: none; max-width: 600px; padding-bottom: 0px; vertical-align: bottom; border-radius: 3%; border: 0px; height: auto; display: inline;"></td></tr></tbody></table></td></tr></tbody></table><table border="0" cellpadding="0" cellspacing="0" width="100%" style="min-width:100%;border-collapse:collapse"><tbody><tr><td valign="top"><table align="left" border="0" cellpadding="0" cellspacing="0" width="100%" style="min-width:100%;border-collapse:collapse"><tbody><tr><td style="padding:9px 18px"><table border="0" cellspacing="0" width="100%" style="background-color:rgb(217,243,253);border-collapse:collapse;min-width:100%"><tbody><tr><td valign="top" style="font-family:"Times New Roman",Times,Baskerville,Georgia,serif;padding:18px;color:rgb(0,67,124);font-size:18px;line-height:22.5px;word-break:break-word"><p style="line-height:22.5px;margin:10px 0px;padding:0px"><span style="font-size:16px"><span style="font-family:georgia,times,"times new roman",serif"><em>Alex Weinert and Maria Puertas Calvo of Microsoft visit CDAC on October 18th to share how they use machine learning to protect cloud accounts from malicious activity.</em></span></span></p></td></tr></tbody></table></td></tr></tbody></table></td></tr></tbody></table><table border="0" cellpadding="0" cellspacing="0" width="100%" style="min-width:100%;border-collapse:collapse"><tbody><tr><td valign="top" style="padding-top:9px"><table align="left" border="0" cellpadding="0" cellspacing="0" width="100%" style="max-width:100%;min-width:100%;border-collapse:collapse"><tbody><tr><td valign="top" style="font-family:Georgia,Times,"Times New Roman",serif;padding:0px 18px 9px;word-break:break-word;color:rgb(17,17,17);font-size:14px;line-height:21px"><h4 style="text-transform:uppercase;margin:0px;padding:0px;color:rgb(116,131,144);font-family:Helvetica;font-size:13px;line-height:19.5px">CDAC EVENT</h4><h1 style="margin:0px;padding:0px;font-family:Helvetica;font-size:24px;line-height:30px">Defense Against the Dark Bots: How Microsoft Protects 1 Billion Users with Machine Learning</h1><h4 style="margin:0px;padding:0px;color:rgb(116,131,144);font-family:Helvetica;font-size:13px;line-height:19.5px">Friday, October 18, 2019 · 12:30-1:30pm<br>Room 390, John Crerar Library Building, 5730 S. Ellis Avenue</h4><p style="margin:10px 0px;padding:0px;line-height:21px">With the rise of mobile applications, social media, online gaming and collaboration software, all of us use our online identities in the cloud every day. At Microsoft, we enable 1 billion people every month to work and play using Microsoft online accounts. Criminals have followed users to the cloud, and it has become easier than ever to profit at low risk from compromising online identities. Finding these malicious actors among terabytes of data daily is no easy task. We rely on Machine Learning and other advanced data-driven techniques to find the bad among large amounts of user activity. Our algorithms have to be robust, fast and accurate. In this talk we’ll discuss the major attacks we see and how we apply Machine Learning to find the attackers and keep 1 billion users safe.<br> </p></td></tr></tbody></table></td></tr></tbody></table><table border="0" cellpadding="0" cellspacing="0" width="100%" style="min-width:100%;border-collapse:collapse"><tbody><tr><td valign="top" align="center" style="padding:0px 18px 18px"><table border="0" cellpadding="0" cellspacing="0" style="border-radius:4px;background-color:rgb(255,153,0)"><tbody><tr><td align="center" valign="middle" style="font-family:Arial;font-size:14px;padding:12px"><a title="RSVP Here" href="https://uchicago.us7.list-manage.com/track/click?u=e0b067f9a3f85cd7e439ae8f0&id=a528f223ca&e=467e369681" target="_blank" style="color:rgb(255,255,255);font-weight:bold;line-height:14px;text-decoration-line:none;display:block">RSVP Here</a></td></tr></tbody></table></td></tr></tbody></table><table border="0" cellpadding="0" cellspacing="0" width="100%" style="min-width:100%;border-collapse:collapse;table-layout:fixed"><tbody><tr><td style="min-width:100%;padding:5px 18px 15px"><table border="0" cellpadding="0" cellspacing="0" width="100%" style="min-width:100%;border-top:1px solid rgb(216,216,216);border-collapse:collapse"><tbody><tr><td></td></tr></tbody></table></td></tr></tbody></table><table border="0" cellpadding="0" cellspacing="0" width="100%" style="border-collapse:collapse"><tbody><tr><td valign="top" style="padding:9px"><table border="0" cellpadding="0" cellspacing="0" width="100%" style="border-collapse:collapse"><tbody><tr><td valign="top" style="padding:0px 9px"><table align="left" border="0" cellpadding="0" cellspacing="0" width="132" style="border-collapse:collapse"><tbody><tr><td align="left" valign="top"><img alt="" src="https://gallery.mailchimp.com/e0b067f9a3f85cd7e439ae8f0/images/bea64aba-0b98-463f-b435-00962e583161.jpg" width="132" class="gmail-CToWUd" style="max-width: 300px; border-radi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