privacy

Executive Briefing: Big data in the era of heavy worldwide privacy regulations

Executive Briefing: Big data in the era of heavy worldwide privacy regulations

December 25, 2019

The implications of new privacy regulations for data management and analytics, such as the General Data Protection Regulation (GDPR) and the upcoming California Consumer Protection Act (CCPA), can seem complex. Mark Donsky and Nikki Rouda highlight aspects of the rules and outline the approaches that will assist with compliance.
Federated learning

Federated learning

December 24, 2019

Imagine building a model whose training data is collected on edge devices such as cell phones or sensors. Each device collects data unlike any other, and the data cannot leave the device because of privacy concerns or unreliable network access. This challenging situation is known as federated learning. Mike Lee Williams discusses the algorithmic solutions and the product opportunities.
The ethics of analytics

The ethics of analytics

December 20, 2019

Concerns are constantly being raised today about what data is appropriate to collect and how (or if) it should be analyzed. There are many ethical, privacy, and legal issues to consider, and no clear standards exist in many cases as to what is fair and what is foul. Bill Franks explores a variety of dilemmas and provides some guidance on how to approach them.
Kubernetes + Encrypted Memory = Security * Privacy

Kubernetes + Encrypted Memory = Security * Privacy

November 13, 2019

The Memory Encryption on hardware is coming soon. From Intel's TME/MKTME[1] to IBM's Ultravisor[2], hardware manufacturers are aiming to make sure 'what's written by the process stays within the proce …
Intro: CNCF Security SIG

Intro: CNCF Security SIG

November 9, 2019

CNCF Security SIG representing cross-cutting concerns including authentication, authorization, auditing, policy enforcement, privacy and compliance. The SAFE WG has transformed into CNCF SIG, and thi …
Deep Dive: CNCF Security SIG

Deep Dive: CNCF Security SIG

November 7, 2019

CNCF Security SIG representing cross-cutting concerns including authentication, authorization, auditing, policy enforcement, privacy and compliance. This session will present the state of cloud nativ …
Scaling and Securing Spark on Kubernetes at Bloomberg

Scaling and Securing Spark on Kubernetes at Bloomberg

October 18, 2019

In the management of its Data Science Platform, Bloomberg has always focused on providing tenants with secure, reliable, and scalable solutions for their machine learning workflows and ETL pipelines. …
Intro: CNCF Security SIG

Intro: CNCF Security SIG

October 10, 2019

CNCF Security SIG representing cross-cutting concerns including authentication, authorization, auditing, policy enforcement, privacy and compliance. The SAFE WG has transformed into CNCF SIG, and thi …
Using Blockchain and Cryptography to Enable Privacy-preserving and Inclusive Financial Services for Institutions, Companies and Consumers

Using Blockchain and Cryptography to Enable Privacy-preserving and Inclusive Financial Services for Institutions, Companies and Consumers

September 26, 2019

Security, privacy and ownership concerns prevent majority of worlds most valuable data from being fully utilized. We hope to address the issue by combining distributed ledger, smart contract, cryptog …