rdf-syntax-grammar
mods:
  schema location: http://www.loc.gov/mods/v3 http://www.loc.gov/standards/mods/v3/mods-3-2.xsd
  title info:
    title: Introduction to secure outsourcing computation
  title info:
    title: Synthesis digital library of engineering and computer science
  name:
    name part: Chen, Xiaofeng
    name part: 1976-
    role:
      role term: creator
    role:
      role term: author.
  type of resource: text
  genre: abstract or summary
  genre: Electronic books.
  origin info:
    place:
      place term: cau
    date issued: 2016
    issuance: monographic
  language:
    language term: eng
  physical description:
    reformatting quality: access
    form: remote
    extent: 1 online resource (xiii, 79 pages) : illustrations.
  abstract: With the rapid development of cloud computing, the enterprises and individuals can outsource their sensitive data into the cloud server where they can enjoy high quality data storage and computing services in a ubiquitous manner. This is known as the outsourcing computation paradigm. Recently, the problem for securely outsourcing various expensive computations or storage has attracted considerable attention in the academic community. In this book, we focus on the latest technologies and applications of secure outsourcing computations. Specially, we introduce the state-of-the-art research for secure outsourcing some specific functions such as scientific computations, cryptographic basic operations, and verifiable large database with update. The constructions for specific functions use various design tricks and thus result in very efficient protocols for real-world applications. The topic of outsourcing computation is a hot research issue nowadays. Thus, this book will be beneficial to academic researchers in the field of cloud computing and big data security.
  table of contents: 1. Introduction -- 1.1 Outsourcing paradigm in cloud computing -- 1.2 Secure challenges in outsourcing computation -- 1.3 Formal security definition -- 1.3.1 Security requirements -- 1.3.2 Adversarial model -- 1.4 General construction --
  table of contents: 2. Preliminaries -- 2.1 Number-theoretic problems -- 2.2 Bilinear pairings (groups of prime order) -- 2.3 Bilinear pairings (groups of composite order) -- 2.4 Sparse matrix and dense matrix -- 2.5 Vector commitments -- 2.6 Algebraic pseudorandom functions -- 2.7 Bloom filter --
  table of contents: 3. Secure outsourcing of scientific computations -- 3.1 Matrix multiplication -- 3.1.1 A basic solution -- 3.1.2 An enhanced solution -- 3.2 Matrix inversion -- 3.3 Large-scale linear equations systems -- 3.3.1 New secure outsourcing protocol -- 3.3.2 Security analysis --
  table of contents: 4. Secure outsourcing of cryptographic operations -- 4.1 Security definitions -- 4.2 Two untrusted program model -- 4.3 Secure outsourcing of single modular exponentiation -- 4.3.1 The proposed algorithm -- 4.3.2 Security analysis -- 4.3.3 Comparison -- 4.4 Secure outsourcing of simultaneous modular exponentiation -- 4.4.1 Outsourcing algorithm -- 4.4.2 Efficiency -- 4.5 Secure outsourcing of bilinear pairings -- 4.5.1 Outsourcing algorithm -- 4.5.2 Improved outsourcing algorithm --
  table of contents: 5. Secure outsourcing of large database with updates -- 5.1 Security definitions -- 5.1.1 Security requirements -- 5.1.2 Forward automatic/backward substitution update attack -- 5.2 VDB construction from delegating polynomial functions -- 5.2.1 Delegating of polynomial functions -- 5.2.2 Benabbas-Gennaro-Vahlis VDB construction -- 5.3 VDB framework based on vector commitment -- 5.3.1 The general framework -- 5.3.2 Security analysis -- 5.4 VDB framework from binding vector commitment -- 5.4.1 A concrete VDB scheme -- 5.4.2 Security analysis of the VDB scheme -- 5.5 Incremental VDB framework -- 5.5.1 Incremental encryption based on bit flipping -- 5.5.2 Inc-VDB framework -- 5.5.3 A concrete Inc-VDB scheme --
  table of contents: 6. Conclusion and future works -- Bibliography -- Author's biography.
  target audience: specialized
  note: Xiaofeng Chen.
  note: Abstract freely available; full-text restricted to subscribers or individual document purchasers.
  note: Also available in print.
  note: Mode of access: World Wide Web.
  note: System requirements: Adobe Acrobat Reader.
  note: Includes bibliographical references (pages 67-78).
  subject:
    topic: Cloud computing
    topic: Security measures
  subject:
    topic: Computer security
  subject:
    topic: Database security
  subject:
    topic: Information technology
    topic: Contracting out
  subject:
    topic: cloud computing
  subject:
    topic: outsourcing paradigm
  subject:
    topic: privacy preserving
  subject:
    topic: security model
  subject:
    topic: verifiable computing
  classification: QA76.585 .C445 2016
  classification: 004.6782
  related item:
    title info:
      title: Synthesis lectures on information security, privacy and trust ; # 16
  identifier: 9781627057929
  identifier: 9781627057912
  identifier: http://proxy.library.tamu.edu/login
  access condition: Abstract freely available; full-text restricted to subscribers or individual document purchasers.
  record info:
    record content source: CaBNVSL
    record creation date: 160319
    record change date: 20210728125151.0
    record identifier: in00003778570
    language of cataloging:
      language term: eng