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PRIVACERA FOR DATABRICKS

Continuous Privacy, Security and Compliance for Databricks environments

Enable consistent governance and security across your ML/AI workloads.

Deep Data Discovery & Classification

Privacera can automatically profile and scan data in AWS S3, Azure Data Lake Store (ADLS) as well as across tables/schema created in Databricks. The files and tables are tagged and the data classification is stored in Privacera catalog.

Access Management - Fine Grained Access Control

Privacera enables column, row and file level access control in Databricks Spark. Privacera leverages Apache Ranger to provide centralized access policies and enforce it across Spark SQL and other workloads in Databricks.

Anonymization

Privacera can help with de-identifying sensitive data with masking or encryption methods. Data could be anonymized before it is stored in the cloud storage. When data is accessed in Databricks or other services, Privacera can dynamically de-anonymize the data based on user level policies.

DataBricks Technology Partner

Fine grain access control - File, column and row level access control in Spark

Deep Data Discovery and Classification for Data Governance

Comply with Privacy and Security regulations such as CCPA, GDPR and others

Balance governance and security imperatives with the need to use data

Privacera integrates seamlessly with Databricks infrastructure and provides continuous security and privacy across the stack

Integrate with Databricks and Cloud services

Privacera discover configuration and natively integrates with Databricks, AWS S3, Azure and other cloud services.

Column, row level Access Control in Spark

Privacera leverages Apache Ranger based plugins to provide column, row and file level access control across Spark functions.

Scan, profile all data in storage and in Databricks

Privacera scans and profiles any new data landing in cloud storage and across databases created in Databricks. Privacera runs on a Databricks cluster and uses rules, machine learning to accurately identify a specific data type and apply tags.

Anonymize and de-anonymize data in Databricks

Privacera can help with privacy and security regulations by anonymizing sensitive data as it is stored in the cloud and accessed using Databricks. The data can be de-anonymized for select users based on a policy.

Frequently asked questions

Does Privacera work with Databricks?

Privacera plugins, based on Apache Ranger, can enforce fine grained access control in Databricks Spark. Privacera plugins are automatically initiated when a Databricks cluster is started.

Does Privacera access management add any performance overhead?

Privacera differs from others solutions that try to manage data requests from Spark and access data on behalf of the Databricks Privacera’s lightweight access enforcement points quickly check a request and let it process if there is policy granting access.

Is Privacera integrated with Hive metadata store and Glue?

Privacera solution can work across any metadata store for Databricks, including Hive Metadata store and Glue. Privacera can enable also tag based access policies based on the data classification.

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Privacy Policy

Your privacy is important to us. It is Privacera's policy to respect your privacy regarding any information we may collect from you across our website, http://www.privacera.com, and other sites we own and operate.

1. Information we collect

Log data

When you visit our website, our servers may automatically log the standard data provided by your web browser. It may include your computer’s Internet Protocol (IP) address, your browser type and version, the pages you visit, the time and date of your visit, the time spent on each page, and other details.

Device data

We may also collect data about the device you’re using to access our website. This data may include the device type, operating system, unique device identifiers, device settings, and geo-location data. What we collect can depend on the individual settings of your device and software. We recommend checking the policies of your device manufacturer or software provider to learn what information they make available to us.

Personal information

We may ask for personal information, such as your:

• Name
• Email
• Social media profiles
• Date of birth
• Phone/mobile number
• Work address

2. Legal bases for processing

We will process your personal information lawfully, fairly and in a transparent manner. We collect and process information about you only where we have legal bases for doing so.

These legal bases depend on the services you use and how you use them, meaning we collect and use your information only where:

• it’s necessary for the performance of a contract to which you are a party or to take steps at your request before entering into such a contract (for example, when we provide a service you request from us);
• it satisfies a legitimate interest (which is not overridden by your data protection interests), such as for research and development, to market and promote our services, and to protect our legal rights and interests;
• you give us consent to do so for a specific purpose (for example, you might consent to us sending you our newsletter); or
• we need to process your data to comply with a legal obligation.

Where you consent to our use of information about you for a specific purpose, you have the right to change your mind at any time (but this will not affect any processing that has already taken place).

We don’t keep personal information for longer than is necessary. While we retain this information, we will protect it within commercially acceptable means to prevent loss and theft, as well as unauthorised access, disclosure, copying, use or modification. That said, we advise that no method of electronic transmission or storage is 100% secure and cannot guarantee absolute data security. If necessary, we may retain your personal information for our compliance with a legal obligation or in order to protect your vital interests or the vital interests of another natural person.

3. Collection and use of information

We may collect, hold, use and disclose information for the following purposes and personal information will not be further processed in a manner that is incompatible with these purposes:

• to enable you to customise or personalise your experience of our website;
• to enable you to access and use our website, associated applications and associated social media platforms; and
• to contact and communicate with you.

4. Disclosure of personal information to third parties

We may disclose personal information to:
• third party service providers for the purpose of enabling them to provide their services, including (without limitation) IT service providers, data storage, hosting and server providers, ad networks, analytics, error loggers, debt collectors, maintenance or problem-solving providers, marketing or advertising providers, professional advisors and payment systems operators; and
• our employees, contractors and/or related entities.

5. International transfers of personal information

The personal information we collect is stored and processed in United States, or where we or our partners, affiliates and third-party providers maintain facilities. By providing us with your personal information, you consent to the disclosure to these overseas third parties.

We will ensure that any transfer of personal information from countries in the European Economic Area (EEA) to countries outside the EEA will be protected by appropriate safeguards, for example by using standard data protection clauses approved by the European Commission, or the use of binding corporate rules or other legally accepted means.

Where we transfer personal information from a non-EEA country to another country, you acknowledge that third parties in other jurisdictions may not be subject to similar data protection laws to the ones in our jurisdiction. There are risks if any such third party engages in any act or practice that would contravene the data privacy laws in our jurisdiction and this might mean that you will not be able to seek redress under our jurisdiction’s privacy laws.

6. Your rights and controlling your personal information

Choice and consent: By providing personal information to us, you consent to us collecting, holding, using and disclosing your personal information in accordance with this privacy policy. If you are under 16 years of age, you must have, and warrant to the extent permitted by law to us, that you have your parent or legal guardian’s permission to access and use the website and they (your parents or guardian) have consented to you providing us with your personal information. You do not have to provide personal information to us, however, if you do not, it may affect your use of this website or the products and/or services offered on or through it.

Information from third parties: If we receive personal information about you from a third party, we will protect it as set out in this privacy policy. If you are a third party providing personal information about somebody else, you represent and warrant that you have such person’s consent to provide the personal information to us.

Restrict: You may choose to restrict the collection or use of your personal information. If you have previously agreed to us using your personal information for direct marketing purposes, you may change your mind at any time by contacting us using the details below. If you ask us to restrict or limit how we process your personal information, we will let you know how the restriction affects your use of our website or products and services.

Access and data portability: You may request details of the personal information that we hold about you. You may request a copy of the personal information we hold about you. Where possible, we will provide this information in CSV format or other easily readable machine format. You may request that we erase the personal information we hold about you at any time. You may also request that we transfer this personal information to another third party.

Correction: If you believe that any information we hold about you is inaccurate, out of date, incomplete, irrelevant or misleading, please contact us using the details below. We will take reasonable steps to correct any information found to be inaccurate, incomplete, misleading or out of date.

Notification of data breaches: We will comply laws applicable to us in respect of any data breach.

Complaints: If you believe that we have breached a relevant data protection law and wish to make a complaint, please contact us using the details below and provide us with full details of the alleged breach. We will promptly investigate your complaint and respond to you, in writing, setting out the outcome of our investigation and the steps we will take to deal with your complaint. You also have the right to contact a regulatory body or data protection authority in relation to your complaint.

Unsubscribe: To unsubscribe from our e-mail database or opt-out of communications (including marketing communications), please contact us using the details below or opt-out using the opt-out facilities provided in the communication.

7. Cookies

We use “cookies” to collect information about you and your activity across our site. A cookie is a small piece of data that our website stores on your computer, and accesses each time you visit, so we can understand how you use our site. This helps us serve you content based on preferences you have specified. Please refer to our Cookie Policy for more information.

8. Business transfers

If we or our assets are acquired, or in the unlikely event that we go out of business or enter bankruptcy, we would include data among the assets transferred to any parties who acquire us. You acknowledge that such transfers may occur, and that any parties who acquire us may continue to use your personal information according to this policy.

9. Limits of our policy

Our website may link to external sites that are not operated by us. Please be aware that we have no control over the content and policies of those sites, and cannot accept responsibility or liability for their respective privacy practices.

10. Changes to this policy

At our discretion, we may change our privacy policy to reflect current acceptable practices. We will take reasonable steps to let users know about changes via our website. Your continued use of this site after any changes to this policy will be regarded as acceptance of our practices around privacy and personal information.

If we make a significant change to this privacy policy, for example changing a lawful basis on which we process your personal information, we will ask you to re-consent to the amended privacy policy.

Privacera Data Controller
Linda Khachooni
[email protected]

This policy is effective as of 1 January 2019.

Terms of Service

1. Terms

By accessing the website at http://www.privacera.com, you are agreeing to be bound by these terms of service, all applicable laws and regulations, and agree that you are responsible for compliance with any applicable local laws. If you do not agree with any of these terms, you are prohibited from using or accessing this site. The materials contained in this website are protected by applicable copyright and trademark law.

2. Use License

a. Permission is granted to temporarily download one copy of the materials (information or software) on Privacera's website for personal, non-commercial transitory viewing only. This is the grant of a license, not a transfer of title, and under this license you may not:

i. modify or copy the materials;
ii. use the materials for any commercial purpose, or for any public display (commercial or non-commercial);
iii. attempt to decompile or reverse engineer any software contained on Privacera's website;
iv. remove any copyright or other proprietary notations from the materials; or
v. transfer the materials to another person or "mirror" the materials on any other server.

b. This license shall automatically terminate if you violate any of these restrictions and may be terminated by Privacera at any time. Upon terminating your viewing of these materials or upon the termination of this license, you must destroy any downloaded materials in your possession whether in electronic or printed format.

3. Disclaimer

a. The materials on Privacera's website are provided on an 'as is' basis. Privacera makes no warranties, expressed or implied, and hereby disclaims and negates all other warranties including, without limitation, implied warranties or conditions of merchantability, fitness for a particular purpose, or non-infringement of intellectual property or other violation of rights.
b. Further, Privacera does not warrant or make any representations concerning the accuracy, likely results, or reliability of the use of the materials on its website or otherwise relating to such materials or on any sites linked to this site.

4. Limitations

In no event shall Privacera or its suppliers be liable for any damages (including, without limitation, damages for loss of data or profit, or due to business interruption) arising out of the use or inability to use the materials on Privacera's website, even if Privacera or a Privacera authorized representative has been notified orally or in writing of the possibility of such damage. Because some jurisdictions do not allow limitations on implied warranties, or limitations of liability for consequential or incidental damages, these limitations may not apply to you.

5. Accuracy of materials

The materials appearing on Privacera's website could include technical, typographical, or photographic errors. Privacera does not warrant that any of the materials on its website are accurate, complete or current. Privacera may make changes to the materials contained on its website at any time without notice. However Privacera does not make any commitment to update the materials.

6. Links

Privacera has not reviewed all of the sites linked to its website and is not responsible for the contents of any such linked site. The inclusion of any link does not imply endorsement by Privacera of the site. Use of any such linked website is at the user's own risk.

7. Modifications

Privacera may revise these terms of service for its website at any time without notice. By using this website you are agreeing to be bound by the then current version of these terms of service.

8. Governing Law

These terms and conditions are governed by and construed in accordance with the laws of CA and you irrevocably submit to the exclusive jurisdiction of the courts in that State or location.