CCS 2017 - Papers on Privacy-preserving systems
Privacy-preserving systems
Practical Secure Aggregation for Privacy-Preserving Machine Learning
Querying for Queries: Indexes of Queries for Efficient and Expressive IT-PIR
Practical UC-Secure Delegatable Credentials with Attributes and Their Application to Blockchain
Distributed Measurement with Private Set-Union Cardinality
Pool: Scalable On-Demand Secure Computation Service Against Malicious Adversaries
(Indiana University), (Indiana University), (Carnegie Mellon University)
BBA+: Improving the Security and Applicability of Privacy-Preserving Point Collection
Synthesis of Probabilistic Privacy Enforcement
S3ORAM: A Computation-Efficient and Constant Client Bandwidth Blowup ORAM with Shamir Secret Sharing
(Oregon State University), (Oregon State University), (Oregon State University), (Robert Bosch Research and Technology Center), (Oregon State University)
walk2friends: Inferring Social Links from Mobility Profiles
(CISPA, Saarland University), (Swiss Data Science Center, ETH/EPFL), (University of Luxembourg), (CISPA, Saarland University)
Forward and Backward Private Searchable Encryption from Constrained Cryptographic Primitives
(Direction Générale de l’Armement - Maitrise de l’Information / Université de Rennes 1), (Royal Holloway, University of London), (Microsoft Research, Cambridge)
Solidus: Confidential Distributed Ledger Transactions via PVORM
Deep Models Under the GAN: Information Leakage from Collaborative Deep Learning
Deterministic, Stash-Free Write-Only ORAM
(United States Naval Academy), (United States Naval Academy), (United States Naval Academy), (United States Naval Academy)
The Waterfall of Liberty: Decoy Routing Circumvention that Resists Routing Attacks
(University of Massachusetts Amherst), (University of Massachusetts Amherst), (University of Massachusetts Amherst)
Concurrency and Privacy with Payment-Channel Networks
Use Privacy in Data-Driven Systems: Theory and Experiments with Machine Learnt Programs
(Carnegie Mellon University), (Carnegie Mellon University), (Carnegie Mellon University), (Carnegie Mellon University), (Carnegie Mellon University)
Practical Quantum-Safe Voting from Lattices
PeGaSus: Data-Adaptive Differentially Private Stream Processing
Scaling ORAM for Secure Computation
(Northeastern University), (Northeastern University)
Back to the drawing board: Revisiting the design of optimal location privacy-preserving mechanisms
Oblivious Neural Network Predictions via MiniONN transformations
Compressive Traffic Analysis: A New Paradigm for Scalable Traffic Analysis
Generating Synthetic Decentralized Social Graphs with Local Differential Privacy
(State University of New York at Buffalo), (College of Science and Engineering, Hamad Bin Khalifa University), (Qatar Computing Research Institute, Hamad Bin Khalifa University), (Nanyang Technological University), (Qatar Computing Research Institute, Hamad Bin Khalifa University), (State University of New York at Buffalo)