Privacy Engineering

Privacy engineering is a systems engineering discipline that applies systematic, scientific approaches to integrate privacy protections and requirements into the design, development, and operations of information systems to mitigate privacy risks.

9.9K

Publications

594.7K

Citations

21.5K

Authors

3.4K

Institutions

Publications per year

2017–2026

5.2K

Parents

Cybersecurity

Children

Access Control For Personal DataClassificationConsentData GovernanceData Lifecycle ManagementData MinimizationData Subject Rights ManagementDifferential PrivacyFederated Learning PrivacyLocation Privacy

Publications

9.9K

Deep Learning with Differential Privacy

Martı́n Abadi, Andy Chu, Ian Goodfellow et al. · 2016 · 5.9K citations · Full text

Computing, Computer Science, Data Ethics +14

An Introduction to Biometric Recognition

Anil K. Jain, Arun Ross, S. Prabhakar · IEEE Transactions on Circuits and Systems for Video Technology · 2004 · 4.8K citations

Computing, Computer Science, Cybersecurity +12

The Algorithmic Foundations of Differential Privacy

Cynthia Dwork, Aaron Roth · Foundations and Trends® in Theoretical Computer Science · 2014 · 4.2K citations

Computing, Computer Science, Cybersecurity +11

The active badge location system

Roy Want, Andy Hopper, Veronica Falcão et al. · ACM Transactions on Information Systems · 1992 · 3.8K citations · Full text

Computing, Information Systems, Information Technology +13

<i>L</i> -diversity

Ashwin Machanavajjhala, Daniel Kifer, Johannes Gehrke et al. · ACM Transactions on Knowledge Discovery from Data · 2007 · 3.6K citations

Computing, Computer Science, Data Science +16

1–5 of 9.9K

Authors

21.5K

RL
Rongxing Lu
University of New Brunswick, Canada
55 publications · 3.5K citations
33
h-index
LF
Lorrie Faith Cranor
Carnegie Mellon University, United States
40 publications · 5.1K citations
31
h-index
EB
Elisa Bertino
Purdue University West Lafayette, United States
36 publications · 3.2K citations
30
h-index
XX
Xiaokui Xiao
Nanyang Technological University, Singapore
39 publications · 4.4K citations
29
h-index
NS
Norman Sadeh
Carnegie Mellon University, United States
37 publications · 3.4K citations
29
h-index

1–5 of 21.5K

Institutions

3.4K

1–8 of 3.4K

Venues

arXiv (Cornell University)
Repository · 549 publications · 25.5K citations
66
h-index
IEEE Transactions on Information Forensics and Security
123 publications · 10.5K citations
56
h-index
IEEE Internet of Things Journal
137 publications · 10.3K citations
51
h-index
IEEE Access
169 publications · 8.7K citations
47
h-index
Future Generation Computer Systems
FGCS · 111 publications · 6.9K citations
45
h-index

1–5

See also Privacy Engineering
Core Methods	Privacy-by-design Differential Privacy Federated Learning Privacy Policy Homomorphic Encryption Privacy Requirements Engineering Privacy Impact Assessment Privacy-enhancing Technologies Data Minimization Linddun Data Flow Diagrams Anonymous Messaging Purpose-based Access Control De-identification Privacy-preserving Data Release Zero-knowledge Proofs Threat Modeling
Risk Assessment	Privacy Impact Assessment Sensitivity Analysis Attack Trees Linddun Privacy Threat Modeling
Privacy Requirements	Privacy-by-design Privacy Requirements Engineering Privacy Impact Assessment Asset Inventory Systems Privacy Requirement Elicitation Goal-oriented Requirements Engineering Requirements Risk Analysis Linddun I* Framework Privacy Requirement Specification Privacy Requirement Validation
Design Patterns	Differential Privacy Access Control Pseudonymization Privacy Policy Anonymization Onion Routing K-anonymity Identity Management Cover Traffic Anonymity Sets Pseudonymity Mix Networks Zero-knowledge Proofs
Evaluation Metrics	Privacy Impact Assessment Continuous Assurance External Auditing