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Privacy-Preserving Methods for Sharing Financial Risk Exposures
by
Khandani, Amir E.
, Abbe, Emmanuel A.
, Lo, Andrew W.
in
Access to information
/ Banking
/ Capital
/ Cryptography
/ Disclosure
/ Economic regulation
/ Financial information
/ Financial institutions
/ Financial regulation
/ Financial risk
/ Financial risks
/ Financial services
/ Financial services industries
/ Indexes
/ Industrial regulation
/ Information dissemination
/ Intellectual property
/ Investment risk
/ Investments
/ Investors
/ Laboratories
/ Mathematical functions
/ MEASURING SYSTEMIC RISK
/ Portfolios
/ Privacy
/ Privacy protection
/ Protocol
/ Public finance
/ Risk
/ Risk exposure
/ Risk sharing
/ Secrecy
/ Security management
/ Statistics
/ Systemic risk
/ Time series
/ Trade secrets
2012
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Privacy-Preserving Methods for Sharing Financial Risk Exposures
by
Khandani, Amir E.
, Abbe, Emmanuel A.
, Lo, Andrew W.
in
Access to information
/ Banking
/ Capital
/ Cryptography
/ Disclosure
/ Economic regulation
/ Financial information
/ Financial institutions
/ Financial regulation
/ Financial risk
/ Financial risks
/ Financial services
/ Financial services industries
/ Indexes
/ Industrial regulation
/ Information dissemination
/ Intellectual property
/ Investment risk
/ Investments
/ Investors
/ Laboratories
/ Mathematical functions
/ MEASURING SYSTEMIC RISK
/ Portfolios
/ Privacy
/ Privacy protection
/ Protocol
/ Public finance
/ Risk
/ Risk exposure
/ Risk sharing
/ Secrecy
/ Security management
/ Statistics
/ Systemic risk
/ Time series
/ Trade secrets
2012
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Do you wish to request the book?
Privacy-Preserving Methods for Sharing Financial Risk Exposures
by
Khandani, Amir E.
, Abbe, Emmanuel A.
, Lo, Andrew W.
in
Access to information
/ Banking
/ Capital
/ Cryptography
/ Disclosure
/ Economic regulation
/ Financial information
/ Financial institutions
/ Financial regulation
/ Financial risk
/ Financial risks
/ Financial services
/ Financial services industries
/ Indexes
/ Industrial regulation
/ Information dissemination
/ Intellectual property
/ Investment risk
/ Investments
/ Investors
/ Laboratories
/ Mathematical functions
/ MEASURING SYSTEMIC RISK
/ Portfolios
/ Privacy
/ Privacy protection
/ Protocol
/ Public finance
/ Risk
/ Risk exposure
/ Risk sharing
/ Secrecy
/ Security management
/ Statistics
/ Systemic risk
/ Time series
/ Trade secrets
2012
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Privacy-Preserving Methods for Sharing Financial Risk Exposures
Journal Article
Privacy-Preserving Methods for Sharing Financial Risk Exposures
2012
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Overview
The financial industry relies on trade secrecy to protect its business processes and methods, which can obscure critical financial risk exposures from regulators and the public. Using results from cryptography, we develop computationally tractable protocols for sharing and aggregating such risk exposures that protect the privacy of all parties involved, without the need for trusted third parties. Financial institutions can share aggregate statistics such as Herfindahl indexes, variances, and correlations without revealing proprietary data. Potential applications include: privacy-preserving real-time indexes of bank capital and leverage ratios; monitoring delegated portfolio investments; financial audits; and public indexes of proprietary trading strategies.
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