DCOP Privacy Experiments, Extended Results

This page contains an extended version of the results from the AAMAS '06 submission "Experimental Analysis of Privacy in DCOP by Rachel Greenstadt, Jonathan P. Pearce, Emma Bowring and Milind Tambe. Here we have graphs of all seven scenarios, for most of the data collected. If there's an experiment not present that you would like to see results for, we may have data to provide it (for example, comparison graphs by a metric other than EntropyTS). Contact greenie at eecs dot harvard dot edu."

DCOP/privacy links

Comparisons by Valuation

Comparisons by Timeslot

Max metric, comparisons by Valuation

Max metric, comparisons by Timeslot

SynchID, all metrics, by valuation

SynchID, all metrics by timeslot

ADOPT, all metrics, by valuation

ADOPT, all metrics by timeslot

DPOP, all metrics, by valuation

DPOP, all metrics by timeslot

ADOPT, Known vs. Unknown, by valuation

ADOPT, Known vs. Unknown, by timeslot

DPOP, Upper Bounds

Privacy Loss by Agent (by valuation) DPOP (left), ADOPT (right)








Privacy Loss by Agent (by timeslot) DPOP (left), ADOPT (right)







DPOP, Tree vs. Chain, by valuation

DPOP, Tree vs Chain by timeslot