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UID:www.tcs.tifr.res.in/event/1186
DTSTAMP:20230914T125953Z
SUMMARY:Different flavours of differential privacy
DESCRIPTION:Speaker: Eeshan Modak\n\nAbstract: \nDifferential privacy (DP) 
 gives a rigorous framework for data privacy by giving guarantees on the in
 formation leakage for individual data points from the output of an algorit
 hm. However\, DP has a somewhat paranoid view of the world which might be 
 too demanding for certain applications.\n\nIn this talk\, we shall first l
 ook at some relaxations of DP - in particular R\\'enyi differential privac
 y (RDP). One of the strengths of RDP is that it preserves the composition 
 properties of DP\, i.e. it is easy to bound the privacy loss of a sequence
  of RDP mechanisms.\n\nThen\, we will do a quick overview of local differe
 ntial privacy (LDP) - a notion of privacy useful for distributed applicati
 ons. Time permitting\, we will also see how differential privacy is relate
 d to generalization.\n\nZoom link:\nhttps://zoom.us/j/93889521556?pwd=eEFJ
 WVRtRHNpNlpZWmhNYTJGQTF6Zz09\n
URL:https://www.tcs.tifr.res.in/web/events/1186
DTSTART;TZID=Asia/Kolkata:20220204T160000
DTEND;TZID=Asia/Kolkata:20220204T170000
LOCATION:Via Zoom
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