digital vulnerability: characterizing risks and ... · characterizing risks and contemplating...
TRANSCRIPT
Digital Vulnerability:Characterizing Risks and Contemplating
Responses
@ChrisDiehlJuly 28, 2016
Global Impact&
Local Perspective
AgendaCurrent RisksPotential ResponsesExisting GapsFuture Options
Digital Vulnerability
Unwitting Disclosure
Discrimination
Witting Disclosure
Privilege
Marginalization Opportunity
Disclosure Risk
Prediction Risk
Actuation Risk
Where to Start?The Design Conversation
Defining the Middle Ground
No Raw Data Collection
andRetention
UnconstrainedRaw Data
Collection andRetention
No Personalization “Measure and PredictAll the Things”
Private, Fair, Interpretable
Inference“Equitable Inference”
Existing GapsWidely Understood OptionsTrusted ImplementationsDesign Patterns and Principles
Community Knowledge Creation and Dissemination1. Define Algorithmic Options2. Develop Best Practices and
Open-Source Implementations3. Teach the Approaches4. Gather Feedback from
Practitioners
Let’s Do This!bit.ly/
equitable_inference_experiment