Differentially private machine learning using a random forest classifier

I Nerurkar, C Hockenbrocht, L Damewood… - US Patent …, 2020 - Google Patents
A request from a client is received to generate a differentially private random forest classifier
trained using a set of restricted data. The differentially private random forest classifier is …

Emoji frequency detection and deep link frequency

AG Thakurta, AH Vyrros, US Vaishampayan… - US Patent …, 2017 - Google Patents
Abstract Systems and methods are disclosed for generating term frequencies of known
terms based on crowdsourced differentially private sketches of the known terms. An asset …

Privacy-aware query management system

M Curcio, J Hollek, S Linde - US Patent 10,108,818, 2018 - Google Patents
A privacy-aware query management system receives a query to aggregate data from a
number of datasets, wherein at least one of the datasets contains private information for one …

Computer-implemented privacy engineering system and method

JD McFALL, CC Cabot, TJ Moran… - US Patent …, 2023 - Google Patents
A system allows the identification and protection of sensitive data in a multiple ways, which
can be combined for different workflows, data situations or use cases. The system scans …

Differentially private database queries involving rank statistics

I Nerurkar, C Hockenbrocht, L Damewood… - US Patent …, 2019 - Google Patents
A differentially private security system is communicatively coupled to a database. The
differentially private security system receives a request from a client device to perform a …

Differential privacy for message text content mining

ED Friedman, RK Kumar, L Winstrom - US Patent 10,778,633, 2020 - Google Patents
Abstract Systems and methods are disclosed for determining whether a message received
by a client may be spam, in a computing environment that preserves privacy. The message …

Tracking privacy budget with distributed ledger

D Bernau, F Hahn, J Boehler - US Patent 10,380,366, 2019 - Google Patents
Abstract Systems and methods are provided for sending a request to register a data offer
from a data owner to participate in a distributed ledger, the request including information …

Differential privacy and outlier detection within a non-interactive model

J Boehler, D Bernau, F Kerschbaum - US Patent 10,445,527, 2019 - Google Patents
A system for differential privacy is provided. In some implementations, the system performs
operations comprising receiving a plurality of indices for a plurality of perturbed data points …

Budget tracking in a differentially private database system

C Hockenbrocht, I Nerurkar, L Damewood… - US Patent …, 2021 - Google Patents
Techniques are described for budget tracking in a differentially private security system. A
request to perform a query of a private database system is received by a privacy device from …

Differentially private processing and database storage

I Nerurkar, C Hockenbrocht, L Damewood - US Patent 10,586,068, 2020 - Google Patents
(57) ABSTRACT A hardware database privacy device is communicatively coupled to a
private database system. The hardware database privacy device receives a request from a …