Security-control methods for statistical databases: a comparative study
ACM Computing Surveys (CSUR)
Journal of Computer and System Sciences
Secure databases: protection against user influence
ACM Transactions on Database Systems (TODS)
Secure statistical databases with random sample queries
ACM Transactions on Database Systems (TODS)
Privacy-preserving data mining
SIGMOD '00 Proceedings of the 2000 ACM SIGMOD international conference on Management of data
Revealing information while preserving privacy
Proceedings of the twenty-second ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems
Limiting privacy breaches in privacy preserving data mining
Proceedings of the twenty-second ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems
Achieving k-anonymity privacy protection using generalization and suppression
International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems
Correcting errors without leaking partial information
Proceedings of the thirty-seventh annual ACM symposium on Theory of computing
Practical privacy: the SuLQ framework
Proceedings of the twenty-fourth ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems
Toward privacy in public databases
TCC'05 Proceedings of the Second international conference on Theory of Cryptography
Calibrating noise to sensitivity in private data analysis
TCC'06 Proceedings of the Third conference on Theory of Cryptography
Data collection with self-enforcing privacy
Proceedings of the 13th ACM conference on Computer and communications security
Proceedings of the 16th international conference on World Wide Web
Smooth sensitivity and sampling in private data analysis
Proceedings of the thirty-ninth annual ACM symposium on Theory of computing
Privacy, accuracy, and consistency too: a holistic solution to contingency table release
Proceedings of the twenty-sixth ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems
The boundary between privacy and utility in data publishing
VLDB '07 Proceedings of the 33rd international conference on Very large data bases
IPSN '08 Proceedings of the 7th international conference on Information processing in sensor networks
A learning theory approach to non-interactive database privacy
STOC '08 Proceedings of the fortieth annual ACM symposium on Theory of computing
Workload-aware anonymization techniques for large-scale datasets
ACM Transactions on Database Systems (TODS)
The cost of privacy: destruction of data-mining utility in anonymized data publishing
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
Composition attacks and auxiliary information in data privacy
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
Distributed Private Data Analysis: Simultaneously Solving How and What
CRYPTO 2008 Proceedings of the 28th Annual conference on Cryptology: Advances in Cryptology
New Efficient Attacks on Statistical Disclosure Control Mechanisms
CRYPTO 2008 Proceedings of the 28th Annual conference on Cryptology: Advances in Cryptology
Access control over uncertain data
Proceedings of the VLDB Endowment
Output perturbation with query relaxation
Proceedings of the VLDB Endowment
Privacy-safe network trace sharing via secure queries
Proceedings of the 1st ACM workshop on Network data anonymization
Data Collection with Self-Enforcing Privacy
ACM Transactions on Information and System Security (TISSEC)
Adversarial-knowledge dimensions in data privacy
The VLDB Journal — The International Journal on Very Large Data Bases
The Differential Privacy Frontier (Extended Abstract)
TCC '09 Proceedings of the 6th Theory of Cryptography Conference on Theory of Cryptography
Universally utility-maximizing privacy mechanisms
Proceedings of the forty-first annual ACM symposium on Theory of computing
Proceedings of the forty-first annual ACM symposium on Theory of computing
Differential privacy and robust statistics
Proceedings of the forty-first annual ACM symposium on Theory of computing
Generating Sufficiency-based Non-Synthetic Perturbed Data
Transactions on Data Privacy
On the tradeoff between privacy and utility in data publishing
Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining
Differentially private recommender systems: building privacy into the net
Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining
Relationship privacy: output perturbation for queries with joins
Proceedings of the twenty-eighth ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems
Privacy integrated queries: an extensible platform for privacy-preserving data analysis
Proceedings of the 2009 ACM SIGMOD International Conference on Management of data
Attacks on privacy and deFinetti's theorem
Proceedings of the 2009 ACM SIGMOD International Conference on Management of data
A utility-theoretic approach to privacy and personalization
AAAI'08 Proceedings of the 23rd national conference on Artificial intelligence - Volume 2
Privately querying location-based services with SybilQuery
Proceedings of the 11th international conference on Ubiquitous computing
Privacy-Preserving Data Publishing
Foundations and Trends in Databases
Effective anonymization of query logs
Proceedings of the 18th ACM conference on Information and knowledge management
Structure preserving anonymization of router configuration data
IEEE Journal on Selected Areas in Communications - Special issue on network infrastructure configuration
Applying differential privacy to search queries in a policy based interactive framework
Proceedings of the ACM first international workshop on Privacy and anonymity for very large databases
Proceedings of the 16th ACM conference on Computer and communications security
Middleware for pervasive spaces: balancing privacy and utility
Proceedings of the 10th ACM/IFIP/USENIX International Conference on Middleware
A semantic approach for building pervasive spaces
Proceedings of the 6th Middleware Doctoral Symposium
Compressed and privacy-sensitive sparse regression
IEEE Transactions on Information Theory
Data publishing against realistic adversaries
Proceedings of the VLDB Endowment
Optimal random perturbation at multiple privacy levels
Proceedings of the VLDB Endowment
FM '09 Proceedings of the 2nd World Congress on Formal Methods
Asymptotically Optimal and Private Statistical Estimation
CANS '09 Proceedings of the 8th International Conference on Cryptology and Network Security
Differential privacy with compression
ISIT'09 Proceedings of the 2009 IEEE international conference on Symposium on Information Theory - Volume 4
Private record matching using differential privacy
Proceedings of the 13th International Conference on Extending Database Technology
Algorithm-safe privacy-preserving data publishing
Proceedings of the 13th International Conference on Extending Database Technology
Beyond k-Anonymity: A Decision Theoretic Framework for Assessing Privacy Risk
Transactions on Data Privacy
Random Forests for Generating Partially Synthetic, Categorical Data
Transactions on Data Privacy
Privacy-preserving data publishing: A survey of recent developments
ACM Computing Surveys (CSUR)
Differential privacy for collaborative security
Proceedings of the Third European Workshop on System Security
A practice-oriented framework for measuring privacy and utility in data sanitization systems
Proceedings of the 2010 EDBT/ICDT Workshops
Towards publishing recommendation data with predictive anonymization
ASIACCS '10 Proceedings of the 5th ACM Symposium on Information, Computer and Communications Security
Differential privacy: a survey of results
TAMC'08 Proceedings of the 5th international conference on Theory and applications of models of computation
An ad omnia approach to defining and achieving private data analysis
PinKDD'07 Proceedings of the 1st ACM SIGKDD international conference on Privacy, security, and trust in KDD
Universally optimal privacy mechanisms for minimax agents
Proceedings of the twenty-ninth ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems
Towards an axiomatization of statistical privacy and utility
Proceedings of the twenty-ninth ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems
Approximate privacy: foundations and quantification (extended abstract)
Proceedings of the 11th ACM conference on Electronic commerce
Privacy integrated queries: an extensible platform for privacy-preserving data analysis
Communications of the ACM
Middleware for pervasive spaces: balancing privacy and utility
Middleware'09 Proceedings of the ACM/IFIP/USENIX 10th international conference on Middleware
Versatile publishing for privacy preservation
Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining
Data mining with differential privacy
Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining
Discovering frequent patterns in sensitive data
Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining
Differentially-private network trace analysis
Proceedings of the ACM SIGCOMM 2010 conference
Airavat: security and privacy for MapReduce
NSDI'10 Proceedings of the 7th USENIX conference on Networked systems design and implementation
Centralized and Distributed Anonymization for High-Dimensional Healthcare Data
ACM Transactions on Knowledge Discovery from Data (TKDD)
Distance makes the types grow stronger: a calculus for differential privacy
Proceedings of the 15th ACM SIGPLAN international conference on Functional programming
A firm foundation for private data analysis
Communications of the ACM
Differentially private combinatorial optimization
SODA '10 Proceedings of the twenty-first annual ACM-SIAM symposium on Discrete Algorithms
Resolving the complexity of some data privacy problems
ICALP'10 Proceedings of the 37th international colloquium conference on Automata, languages and programming: Part II
Private and continual release of statistics
ICALP'10 Proceedings of the 37th international colloquium conference on Automata, languages and programming: Part II
Synthesizing: art of anonymization
DEXA'10 Proceedings of the 21st international conference on Database and expert systems applications: Part I
Reliable medical recommendation systems with patient privacy
Proceedings of the 1st ACM International Health Informatics Symposium
Differential privacy and the risk-utility tradeoff for multi-dimensional contingency tables
PSD'10 Proceedings of the 2010 international conference on Privacy in statistical databases
Does differential privacy protect terry gross' privacy?
PSD'10 Proceedings of the 2010 international conference on Privacy in statistical databases
Some additional insights on applying differential privacy for numeric data
PSD'10 Proceedings of the 2010 international conference on Privacy in statistical databases
Differentially private data release through multidimensional partitioning
SDM'10 Proceedings of the 7th VLDB conference on Secure data management
Software—Practice & Experience - Focus on Selected PhD Literature Reviews in the Practical Aspects of Software Technology
A case study on measuring statistical data in the tor anonymity network
FC'10 Proceedings of the 14th international conference on Financial cryptograpy and data security
Extending l-diversity to generalize sensitive data
Data & Knowledge Engineering
Identity in the Information Society
SSS'10 Proceedings of the 12th international conference on Stabilization, safety, and security of distributed systems
Practical universal random sampling
IWSEC'10 Proceedings of the 5th international conference on Advances in information and computer security
Extended k-anonymity models against sensitive attribute disclosure
Computer Communications
Inference control to protect sensitive information in text documents
ACM SIGKDD Workshop on Intelligence and Security Informatics
Mixture of gaussian models and bayes error under differential privacy
Proceedings of the first ACM conference on Data and application security and privacy
ICDCN'11 Proceedings of the 12th international conference on Distributed computing and networking
A utility-theoretic approach to privacy in online services
Journal of Artificial Intelligence Research
A user-oriented anonymization mechanism for public data
DPM'10/SETOP'10 Proceedings of the 5th international Workshop on data privacy management, and 3rd international conference on Autonomous spontaneous security
Verification of data pattern for interactive privacy preservation model
Proceedings of the 2011 ACM Symposium on Applied Computing
PCPs and the hardness of generating private synthetic data
TCC'11 Proceedings of the 8th conference on Theory of cryptography
Limits of computational differential privacy in the client/server setting
TCC'11 Proceedings of the 8th conference on Theory of cryptography
Towards privacy for social networks: a zero-knowledge based definition of privacy
TCC'11 Proceedings of the 8th conference on Theory of cryptography
Personalized social recommendations: accurate or private
Proceedings of the VLDB Endowment
Proceedings of the 2011 ACM SIGMOD International Conference on Management of data
iReduct: differential privacy with reduced relative errors
Proceedings of the 2011 ACM SIGMOD International Conference on Management of data
Data generation using declarative constraints
Proceedings of the 2011 ACM SIGMOD International Conference on Management of data
Privacy revelations for web and mobile apps
HotOS'13 Proceedings of the 13th USENIX conference on Hot topics in operating systems
Do you know where your data are?: secure data capsules for deployable data protection
HotOS'13 Proceedings of the 13th USENIX conference on Hot topics in operating systems
Near-optimal private approximation protocols via a black box transformation
Proceedings of the forty-third annual ACM symposium on Theory of computing
Privacy-preserving statistical estimation with optimal convergence rates
Proceedings of the forty-third annual ACM symposium on Theory of computing
Adaptive, secure, and scalable distributed data outsourcing: a vision paper
Proceedings of the 2011 workshop on Dynamic distributed data-intensive applications, programming abstractions, and systems
Large margin multiclass gaussian classification with differential privacy
PSDML'10 Proceedings of the international ECML/PKDD conference on Privacy and security issues in data mining and machine learning
CrowdLogging: distributed, private, and anonymous search logging
Proceedings of the 34th international ACM SIGIR conference on Research and development in Information Retrieval
Trouble shooting interactive web sessions in a home environment
Proceedings of the 2nd ACM SIGCOMM workshop on Home networks
An information theoretic approach for privacy metrics
Transactions on Data Privacy
Evaluating Laplace Noise Addition to Satisfy Differential Privacy for Numeric Data
Transactions on Data Privacy
Differentially private data release for data mining
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
Personal privacy vs population privacy: learning to attack anonymization
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
Differentially Private Empirical Risk Minimization
The Journal of Machine Learning Research
Proceedings of the 2011 workshop on Data mining for medicine and healthcare
Proceedings of the 19th ACM SIGSOFT symposium and the 13th European conference on Foundations of software engineering
On the relation between differential privacy and quantitative information flow
ICALP'11 Proceedings of the 38th international conference on Automata, languages and programming - Volume Part II
Bubble trouble: off-line de-anonymization of bubble forms
SEC'11 Proceedings of the 20th USENIX conference on Security
Differential privacy under fire
SEC'11 Proceedings of the 20th USENIX conference on Security
Protecting privacy in data release
Foundations of security analysis and design VI
Quantitative information flow and applications to differential privacy
Foundations of security analysis and design VI
Accurate accident reconstruction in VANET
DBSec'11 Proceedings of the 25th annual IFIP WG 11.3 conference on Data and applications security and privacy
Anonymization of location data does not work: a large-scale measurement study
MobiCom '11 Proceedings of the 17th annual international conference on Mobile computing and networking
Optimal lower bounds for universal and differentially private steiner trees and TSPs
APPROX'11/RANDOM'11 Proceedings of the 14th international workshop and 15th international conference on Approximation, randomization, and combinatorial optimization: algorithms and techniques
Anonymity meets game theory: secure data integration with malicious participants
The VLDB Journal — The International Journal on Very Large Data Bases
Quantifying privacy violations
SDM'11 Proceedings of the 8th VLDB international conference on Secure data management
To release or not to release: evaluating information leaks in aggregate human-genome data
ESORICS'11 Proceedings of the 16th European conference on Research in computer security
Differentially private billing with rebates
IH'11 Proceedings of the 13th international conference on Information hiding
Communications of the ACM
Private and Continual Release of Statistics
ACM Transactions on Information and System Security (TISSEC)
On the limits of privacy in reputation systems
Proceedings of the 10th annual ACM workshop on Privacy in the electronic society
Privacy-preserving traffic padding in web-based applications
Proceedings of the 10th annual ACM workshop on Privacy in the electronic society
Compressive mechanism: utilizing sparse representation in differential privacy
Proceedings of the 10th annual ACM workshop on Privacy in the electronic society
Proceedings of the 4th ACM workshop on Security and artificial intelligence
Sedic: privacy-aware data intensive computing on hybrid clouds
Proceedings of the 18th ACM conference on Computer and communications security
Formal Verification of Differential Privacy for Interactive Systems (Extended Abstract)
Electronic Notes in Theoretical Computer Science (ENTCS)
On communication protocols that compute almost privately
SAGT'11 Proceedings of the 4th international conference on Algorithmic game theory
How much is enough? choosing ε for differential privacy
ISC'11 Proceedings of the 14th international conference on Information security
Cloning for privacy protection in multiple independent data publications
Proceedings of the 20th ACM international conference on Information and knowledge management
Sharing graphs using differentially private graph models
Proceedings of the 2011 ACM SIGCOMM conference on Internet measurement conference
Preserving privacy of moving objects via temporal clustering of spatio-temporal data streams
Proceedings of the 4th ACM SIGSPATIAL International Workshop on Security and Privacy in GIS and LBS
Differential privacy for location pattern mining
Proceedings of the 4th ACM SIGSPATIAL International Workshop on Security and Privacy in GIS and LBS
Sherlock holmes' evil twin: on the impact of global inference for online privacy
Proceedings of the 2011 workshop on New security paradigms workshop
Formal methods as a link between software code and legal rules
SEFM'11 Proceedings of the 9th international conference on Software engineering and formal methods
SIAM Journal on Computing
Ask a better question, get a better answer a new approach to private data analysis
ICDT'07 Proceedings of the 11th international conference on Database Theory
The tradeoffs of societal computing
Proceedings of the 10th SIGPLAN symposium on New ideas, new paradigms, and reflections on programming and software
Approximately optimal mechanism design via differential privacy
Proceedings of the 3rd Innovations in Theoretical Computer Science Conference
Proceedings of the 3rd Innovations in Theoretical Computer Science Conference
POPL '12 Proceedings of the 39th annual ACM SIGPLAN-SIGACT symposium on Principles of programming languages
Probabilistic relational reasoning for differential privacy
POPL '12 Proceedings of the 39th annual ACM SIGPLAN-SIGACT symposium on Principles of programming languages
Proceedings of the 2nd ACM SIGHIT International Health Informatics Symposium
Uniqueness and how it impacts privacy in health-related social science datasets
Proceedings of the 2nd ACM SIGHIT International Health Informatics Symposium
Measuring query privacy in location-based services
Proceedings of the second ACM conference on Data and Application Security and Privacy
Privacy streamliner: a two-stage approach to improving algorithm efficiency
Proceedings of the second ACM conference on Data and Application Security and Privacy
An information theoretic privacy and utility measure for data sanitization mechanisms
Proceedings of the second ACM conference on Data and Application Security and Privacy
Constraint graphs as security filters for privacy assurance in medical transactions
Proceedings of the 2nd ACM Conference on Bioinformatics, Computational Biology and Biomedicine
Limiting disclosure of sensitive data in sequential releases of databases
Information Sciences: an International Journal
Differential privacy with information flow control
Proceedings of the ACM SIGPLAN 6th Workshop on Programming Languages and Analysis for Security
Distributed privacy-preserving methods for statistical disclosure control
DPM'09/SETOP'09 Proceedings of the 4th international workshop, and Second international conference on Data Privacy Management and Autonomous Spontaneous Security
Utility-preserving transaction data anonymization with low information loss
Expert Systems with Applications: An International Journal
ACM SIGCOMM Computer Communication Review
Secure distributed computation of anonymized views of shared databases
ACM Transactions on Database Systems (TODS)
Hiding data and structure in workflow provenance
DNIS'11 Proceedings of the 7th international conference on Databases in Networked Information Systems
More than modelling and hiding: towards a comprehensive view of Web mining and privacy
Data Mining and Knowledge Discovery
City on the Sky: Extending XACML for Flexible, Secure Data Sharing on the Cloud
Journal of Grid Computing
What next?: a half-dozen data management research goals for big data and the cloud
PODS '12 Proceedings of the 31st symposium on Principles of Database Systems
The power of the dinur-nissim algorithm: breaking privacy of statistical and graph databases
PODS '12 Proceedings of the 31st symposium on Principles of Database Systems
A rigorous and customizable framework for privacy
PODS '12 Proceedings of the 31st symposium on Principles of Database Systems
Differential privacy in data publication and analysis
SIGMOD '12 Proceedings of the 2012 ACM SIGMOD International Conference on Management of Data
Fast track article: Balancing behavioral privacy and information utility in sensory data flows
Pervasive and Mobile Computing
Towards statistical queries over distributed private user data
NSDI'12 Proceedings of the 9th USENIX conference on Networked Systems Design and Implementation
Koi: a location-privacy platform for smartphone apps
NSDI'12 Proceedings of the 9th USENIX conference on Networked Systems Design and Implementation
DuoWave: Mitigating the curse of dimensionality for uncertain data
Data & Knowledge Engineering
Differential privacy and the power of (formalizing) negative thinking
POST'12 Proceedings of the First international conference on Principles of Security and Trust
Verified indifferentiable hashing into elliptic curves
POST'12 Proceedings of the First international conference on Principles of Security and Trust
Provable de-anonymization of large datasets with sparse dimensions
POST'12 Proceedings of the First international conference on Principles of Security and Trust
Data privacy against composition attack
DASFAA'12 Proceedings of the 17th international conference on Database Systems for Advanced Applications - Volume Part I
Differentially private summaries for sparse data
Proceedings of the 15th International Conference on Database Theory
Medusa: a programming framework for crowd-sensing applications
Proceedings of the 10th international conference on Mobile systems, applications, and services
Software abstractions for trusted sensors
Proceedings of the 10th international conference on Mobile systems, applications, and services
Privacy in the context of digital government
Proceedings of the 13th Annual International Conference on Digital Government Research
The application of differential privacy to health data
Proceedings of the 2012 Joint EDBT/ICDT Workshops
A differentially private estimator for the stochastic Kronecker graph model
Proceedings of the 2012 Joint EDBT/ICDT Workshops
Differentially-private learning and information theory
Proceedings of the 2012 Joint EDBT/ICDT Workshops
n-confusion: a generalization of k-anonymity
Proceedings of the 2012 Joint EDBT/ICDT Workshops
Buying private data at auction: the sensitive surveyor's problem
ACM SIGecom Exchanges
Knowledge-oriented secure multiparty computation
Proceedings of the 7th Workshop on Programming Languages and Analysis for Security
Proceedings of the 34th International Conference on Software Engineering
Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining
Keeping information safe from social networking apps
Proceedings of the 2012 ACM workshop on Workshop on online social networks
Detecting dependencies in an anonymized dataset
Proceedings of the International Conference on Advances in Computing, Communications and Informatics
PrivBasis: frequent itemset mining with differential privacy
Proceedings of the VLDB Endowment
Publishing microdata with a robust privacy guarantee
Proceedings of the VLDB Endowment
Proceedings of the Sixth International Workshop on Data Mining for Online Advertising and Internet Economy
Privacy consensus in anonymization systems via game theory
DBSec'12 Proceedings of the 26th Annual IFIP WG 11.3 conference on Data and Applications Security and Privacy
k-indistinguishable traffic padding in web applications
PETS'12 Proceedings of the 12th international conference on Privacy Enhancing Technologies
Differentially private continual monitoring of heavy hitters from distributed streams
PETS'12 Proceedings of the 12th international conference on Privacy Enhancing Technologies
Adaptive differentially private histogram of low-dimensional data
PETS'12 Proceedings of the 12th international conference on Privacy Enhancing Technologies
Fault-tolerant privacy-preserving statistics
PETS'12 Proceedings of the 12th international conference on Privacy Enhancing Technologies
On communication protocols that compute almost privately
Theoretical Computer Science
Differential privacy: on the trade-off between utility and information leakage
FAST'11 Proceedings of the 8th international conference on Formal Aspects of Security and Trust
Probabilistic relational hoare logics for computer-aided security proofs
MPC'12 Proceedings of the 11th international conference on Mathematics of Program Construction
Coercion-resistant electronic elections with write-in candidates
EVT/WOTE'12 Proceedings of the 2012 international conference on Electronic Voting Technology/Workshop on Trustworthy Elections
Differentially private iterative synchronous consensus
Proceedings of the 2012 ACM workshop on Privacy in the electronic society
Differentially private sequential data publication via variable-length n-grams
Proceedings of the 2012 ACM conference on Computer and communications security
On significance of the least significant bits for differential privacy
Proceedings of the 2012 ACM conference on Computer and communications security
Proceedings of the 2012 ACM conference on Computer and communications security
Measuring vote privacy, revisited
Proceedings of the 2012 ACM conference on Computer and communications security
DJoin: differentially private join queries over distributed databases
OSDI'12 Proceedings of the 10th USENIX conference on Operating Systems Design and Implementation
Differentially private top-k query over MapReduce
Proceedings of the fourth international workshop on Cloud data management
Frequent grams based embedding for privacy preserving record linkage
Proceedings of the 21st ACM international conference on Information and knowledge management
Optimal lower bound for differentially private multi-party aggregation
ESA'12 Proceedings of the 20th Annual European conference on Algorithms
Differentially private projected histograms: construction and use for prediction
ECML PKDD'12 Proceedings of the 2012 European conference on Machine Learning and Knowledge Discovery in Databases - Volume Part II
Worst- and average-case privacy breaches in randomization mechanisms
TCS'12 Proceedings of the 7th IFIP TC 1/WG 202 international conference on Theoretical Computer Science
On sampling, anonymization, and differential privacy or, k-anonymization meets differential privacy
Proceedings of the 7th ACM Symposium on Information, Computer and Communications Security
Proceedings of the 7th ACM Symposium on Information, Computer and Communications Security
Logistic regression with variables subject to post randomization method
PSD'12 Proceedings of the 2012 international conference on Privacy in Statistical Databases
Security of random output perturbation for statistical databases
PSD'12 Proceedings of the 2012 international conference on Privacy in Statistical Databases
Empirical evaluation of statistical inference from differentially-private contingency tables
PSD'12 Proceedings of the 2012 international conference on Privacy in Statistical Databases
Is privacy compatible with truthfulness?
Proceedings of the 4th conference on Innovations in Theoretical Computer Science
Differentially private data analysis of social networks via restricted sensitivity
Proceedings of the 4th conference on Innovations in Theoretical Computer Science
A Knowledge Model Sharing Based Approach to Privacy-Preserving Data Mining
Transactions on Data Privacy
Transactions on Data Privacy
High stakes: designing a privacy preserving registry
FC'12 Proceedings of the 16th international conference on Financial Cryptography and Data Security
On differentially private frequent itemset mining
Proceedings of the VLDB Endowment
Linear dependent types for differential privacy
POPL '13 Proceedings of the 40th annual ACM SIGPLAN-SIGACT symposium on Principles of programming languages
Privacy by design: a formal framework for the analysis of architectural choices
Proceedings of the third ACM conference on Data and application security and privacy
Bayesian mechanism design with efficiency, privacy, and approximate truthfulness
WINE'12 Proceedings of the 8th international conference on Internet and Network Economics
Privacy auctions for recommender systems
WINE'12 Proceedings of the 8th international conference on Internet and Network Economics
Differential privacy data release through adding noise on average value
NSS'12 Proceedings of the 6th international conference on Network and System Security
Optimizing Privacy-Accuracy Tradeoff for Privacy Preserving Distance-Based Classification
International Journal of Information Security and Privacy
Privacy-preserving trajectory data publishing by local suppression
Information Sciences: an International Journal
On optimal differentially private mechanisms for count-range queries
Proceedings of the 16th International Conference on Database Theory
A learning theory approach to noninteractive database privacy
Journal of the ACM (JACM)
Testing the lipschitz property over product distributions with applications to data privacy
TCC'13 Proceedings of the 10th theory of cryptography conference on Theory of Cryptography
Analyzing graphs with node differential privacy
TCC'13 Proceedings of the 10th theory of cryptography conference on Theory of Cryptography
A differentially private mechanism of optimal utility for a region of priors
POST'13 Proceedings of the Second international conference on Principles of Security and Trust
Efficient privacy-aware record integration
Proceedings of the 16th International Conference on Extending Database Technology
A privacy framework: indistinguishable privacy
Proceedings of the Joint EDBT/ICDT 2013 Workshops
Secure multiparty aggregation with differential privacy: a comparative study
Proceedings of the Joint EDBT/ICDT 2013 Workshops
Journal of Biomedical Informatics
Privacy-preserving release of aggregate dynamic models
Proceedings of the 2nd ACM international conference on High confidence networked systems
Experiences surveying the crowd: reflections on methods, participation, and reliability
Proceedings of the 5th Annual ACM Web Science Conference
LinkIT: privacy preserving record linkage and integration via transformations
Proceedings of the 2013 ACM SIGMOD International Conference on Management of Data
PrivGene: differentially private model fitting using genetic algorithms
Proceedings of the 2013 ACM SIGMOD International Conference on Management of Data
Application and analysis of multidimensional negative surveys in participatory sensing applications
Pervasive and Mobile Computing
Fine-grained disclosure control for app ecosystems
Proceedings of the 2013 ACM SIGMOD International Conference on Management of Data
Crafting a balance between big data utility and protection in the semantic data cloud
Proceedings of the 3rd International Conference on Web Intelligence, Mining and Semantics
A taxonomy of privacy-preserving record linkage techniques
Information Systems
Information-Theoretic foundations of differential privacy
FPS'12 Proceedings of the 5th international conference on Foundations and Practice of Security
πBox: a platform for privacy-preserving apps
nsdi'13 Proceedings of the 10th USENIX conference on Networked Systems Design and Implementation
Fast clustering-based anonymization approaches with time constraints for data streams
Knowledge-Based Systems
Publishing trajectories with differential privacy guarantees
Proceedings of the 25th International Conference on Scientific and Statistical Database Management
SplitX: high-performance private analytics
Proceedings of the ACM SIGCOMM 2013 conference on SIGCOMM
Practical differential privacy via grouping and smoothing
Proceedings of the VLDB Endowment
Proceedings of the 22nd international conference on World Wide Web
Differential privacy for neighborhood-based collaborative filtering
Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
An algorithm for k-degree anonymity on large networks
Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
Differential privacy for functions and functional data
The Journal of Machine Learning Research
Sensitivity analysis using type-based constraints
Proceedings of the 1st annual workshop on Functional programming concepts in domain-specific languages
A two-phase algorithm for mining sequential patterns with differential privacy
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
UMicS: from anonymized data to usable microdata
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Data-Intensive Cloud Computing: Requirements, Expectations, Challenges, and Solutions
Journal of Grid Computing
Denials leak information: Simulatable auditing
Journal of Computer and System Sciences
CUDIA: Probabilistic cross-level imputation using individual auxiliary information
ACM Transactions on Intelligent Systems and Technology (TIST) - Survey papers, special sections on the semantic adaptive social web, intelligent systems for health informatics, regular papers
Reliable medical recommendation systems with patient privacy
ACM Transactions on Intelligent Systems and Technology (TIST) - Survey papers, special sections on the semantic adaptive social web, intelligent systems for health informatics, regular papers
Pufferfish: A framework for mathematical privacy definitions
ACM Transactions on Database Systems (TODS)
Membership privacy: a unifying framework for privacy definitions
Proceedings of the 2013 ACM SIGSAC conference on Computer & communications security
Geo-indistinguishability: differential privacy for location-based systems
Proceedings of the 2013 ACM SIGSAC conference on Computer & communications security
Privacy-preserving matrix factorization
Proceedings of the 2013 ACM SIGSAC conference on Computer & communications security
Privacy-preserving billing for e-ticketing systems in public transportation
Proceedings of the 12th ACM workshop on Workshop on privacy in the electronic society
DiffR-Tree: a differentially private spatial index for OLAP query
WAIM'13 Proceedings of the 14th international conference on Web-Age Information Management
VICUS: a noise addition technique for categorical data
AusDM '12 Proceedings of the Tenth Australasian Data Mining Conference - Volume 134
ICALP'13 Proceedings of the 40th international conference on Automata, Languages, and Programming - Volume Part II
Incorporating Privacy into the Undergraduate Curriculum
Proceedings of the 2013 on InfoSecCD '13: Information Security Curriculum Development Conference
Extending loose associations to multiple fragments
DBSec'13 Proceedings of the 27th international conference on Data and Applications Security and Privacy XXVII
de-linkability: a privacy-preserving constraint for safely outsourcing multimedia documents
Proceedings of the Fifth International Conference on Management of Emergent Digital EcoSystems
Mining frequent patterns with differential privacy
Proceedings of the VLDB Endowment
A general framework for privacy preserving data publishing
Knowledge-Based Systems
Redrawing the boundaries on purchasing data from privacy-sensitive individuals
Proceedings of the 5th conference on Innovations in theoretical computer science
Understanding hierarchical methods for differentially private histograms
Proceedings of the VLDB Endowment
On protection in federated social computing systems
Proceedings of the 4th ACM conference on Data and application security and privacy
Streamforce: outsourcing access control enforcement for stream data to the clouds
Proceedings of the 4th ACM conference on Data and application security and privacy
Efficient privacy-aware search over encrypted databases
Proceedings of the 4th ACM conference on Data and application security and privacy
Differential privacy based on importance weighting
Machine Learning
Multimedia Tools and Applications
The l-Diversity problem: Tractability and approximability
Theoretical Computer Science
Measuring the privacy of user profiles in personalized information systems
Future Generation Computer Systems
Information and Computation
Distributed and Parallel Databases
Journal of Computer Security
Verified indifferentiable hashing into elliptic curves
Journal of Computer Security - Security and Trust Principles
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In 1977 Dalenius articulated a desideratum for statistical databases: nothing about an individual should be learnable from the database that cannot be learned without access to the database. We give a general impossibility result showing that a formalization of Dalenius' goal along the lines of semantic security cannot be achieved. Contrary to intuition, a variant of the result threatens the privacy even of someone not in the database. This state of affairs suggests a new measure, differential privacy, which, intuitively, captures the increased risk to one's privacy incurred by participating in a database. The techniques developed in a sequence of papers [8, 13, 3], culminating in those described in [12], can achieve any desired level of privacy under this measure. In many cases, extremely accurate information about the database can be provided while simultaneously ensuring very high levels of privacy