How to keep text private? A systematic review of deep learning methods for privacy-preserving natural language processing
Deep learning (DL) models for natural language processing (NLP) tasks often handle
private data, demanding protection against breaches and disclosures. Data protection laws …
private data, demanding protection against breaches and disclosures. Data protection laws …
Preserving privacy in speaker and speech characterisation
Speech recordings are a rich source of personal, sensitive data that can be used to support
a plethora of diverse applications, from health profiling to biometric recognition. It is therefore …
a plethora of diverse applications, from health profiling to biometric recognition. It is therefore …
A pragmatic introduction to secure multi-party computation
Secure multi-party computation (MPC) has evolved from a theoretical curiosity in the 1980s
to a tool for building real systems today. Over the past decade, MPC has been one of the …
to a tool for building real systems today. Over the past decade, MPC has been one of the …
Forward and backward private searchable encryption from constrained cryptographic primitives
R Bost, B Minaud, O Ohrimenko - … of the 2017 ACM SIGSAC Conference …, 2017 - dl.acm.org
Using dynamic Searchable Symmetric Encryption, a user with limited storage resources can
securely outsource a database to an untrusted server, in such a way that the database can …
securely outsource a database to an untrusted server, in such a way that the database can …
∑ oφoς: Forward secure searchable encryption
R Bost - Proceedings of the 2016 ACM SIGSAC Conference on …, 2016 - dl.acm.org
Searchable Symmetric Encryption aims at making possible searching over an encrypted
database stored on an untrusted server while keeping privacy of both the queries and the …
database stored on an untrusted server while keeping privacy of both the queries and the …
All your queries are belong to us: the power of {File-Injection} attacks on searchable encryption
The goal of searchable encryption (SE) is to enable a client to execute searches over
encrypted files stored on an untrusted server while ensuring some measure of privacy for …
encrypted files stored on an untrusted server while ensuring some measure of privacy for …
Inference attacks on property-preserving encrypted databases
Many encrypted database (EDB) systems have been proposed in the last few years as cloud
computing has grown in popularity and data breaches have increased. The state-of-the-art …
computing has grown in popularity and data breaches have increased. The state-of-the-art …
Towards public verifiable and forward-privacy encrypted search by using blockchain
Dynamic Searchable Symmetric Encryption (DSSE) is a practical cryptographic primitive that
assists servers to provide search and update functionalities in the ciphertext domain. Recent …
assists servers to provide search and update functionalities in the ciphertext domain. Recent …
Generic attacks on secure outsourced databases
Recently, various protocols have been proposed for securely outsourcing database storage
to a third party server, ranging from systems with" full-fledged" security based on strong …
to a third party server, ranging from systems with" full-fledged" security based on strong …
Practical backward-secure searchable encryption from symmetric puncturable encryption
Symmetric Searchable Encryption (SSE) has received wide attention due to its practical
application in searching on encrypted data. Beyond search, data addition and deletion are …
application in searching on encrypted data. Beyond search, data addition and deletion are …