Towards a Theory of Trust in Networks of Humans and Computers

Abstract

We argue that a general theory of trust in networks of humans and computers must be build on both a theory of behavioral trust and a theory of computational trust. This argument is motivated by increased participation of people in social networking, crowdsourcing human computation, and socio-economic protocols, e.g., protocols modeled by trust and gift-exchange games, norms-establishing con- tracts, and scams. User participation in these protocols relies primarily on trust, since online verification of protocol compliance is often impractical; e.g., verification can lead to undecidable problems, co-NP complete test procedures, and user inconvenience. Trust is captured by participant preferences (i.e., risk and betrayal aversion) and beliefs in the trustworthiness of other protocol participants. Both preferences and beliefs can be enhanced whenever protocol non-compliance leads to punishment of untrustworthy participants; i.e., it seems natural that betrayal aversion can be decreased and belief in trustworthiness increased by properly defined punishment. We argue that a general theory of trust should focus on the establishment of new trust relations where none were possible before. This focus would help create new economic opportunities by increasing the pool of usable services removing cooperation barriers among users, and at the very least, taking advantage of network effects." Hence a new theory of trust would also help focus security research in areas that promote trust-enhancement infrastructures in human and computer networks. Finally, we argue that a general theory of trust should mirror, to the largest possible extent human expectations and mental models of trust without relying on false methaphors and analogies with the physical world.

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Document Details

Document Type
Technical Report
Publication Date
Sep 08, 2011
Accession Number
ADA582624

Entities

People

  • Jeannette Wing
  • Virgil Gligor

Organizations

  • Carnegie Mellon University

Tags

DTIC Thesaurus Topics

  • Cloud Computing
  • Commerce
  • Communication Channels
  • Computer Networks
  • Computer Science
  • Computers
  • Cooperation
  • Cybersecurity
  • Economic Development
  • Economics
  • Infrastructure
  • Network Architecture
  • Networks
  • Psychology
  • Security
  • Social Sciences
  • Websites

Fields of Study

  • Computer science

Readers

  • Agent-Based Social Robotics and Mobile-Assisted Learning in Virtual Environments.
  • Mathematical Modeling and Probability Theory.
  • Strategic Security Studies