Amy Lin

Amy Lin, Industry Analyst - ICT Practice, Cyber Security, Digital Transformation, Frost & Sullivan

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Frost Perspectives / Information & Communications Technology

Federated learning enhances privacy protection in the development of AI applications

Privacy Overview

This website uses cookies to improve your experience while you navigate through the website. Out of these cookies, the cookies that are categorized as necessary are stored on your browser as they are essential for the working of basic functionalities of the website. We also use third-party cookies that help us analyze and understand how you use this website. These cookies will be stored in your browser only with your consent. You also have the option to opt-out of these cookies. But opting out of some of these cookies may have an effect on your browsing experience.

Necessary

Always Enabled

Necessary cookies are absolutely essential for the website to function properly. These cookies ensure basic functionalities and security features of the website, anonymously.

Cookie	Duration	Description
__cfruid	session	This cookie is set by the provider Cloudflare. This cookie is used for load balancing and for identifying trusted web traffic.
_GRECAPTCHA	5 months 27 days	This cookie is set by Google. In addition to certain standard Google cookies, reCAPTCHA sets a necessary cookie (_GRECAPTCHA) when executed for the purpose of providing its risk analysis.
_PCCID	5 years	Identifies the visitor across devices and visits, in order to optimize the chat-box function on the website.
_PCCSID_363163	20 minutes	Required for functioning of the Pure Chat box.
cookielawinfo-checkbox-advertisement	1 year	The cookie is set by GDPR cookie consent to record the user consent for the cookies in the category "Advertisement".
cookielawinfo-checkbox-analytics	11 months	This cookie is set by GDPR Cookie Consent plugin. The cookie is used to store the user consent for the cookies in the category "Analytics".
cookielawinfo-checkbox-functional	11 months	The cookie is set by GDPR cookie consent to record the user consent for the cookies in the category "Functional".
cookielawinfo-checkbox-necessary	11 months	This cookie is set by GDPR Cookie Consent plugin. The cookies is used to store the user consent for the cookies in the category "Necessary".
cookielawinfo-checkbox-others	11 months	This cookie is set by GDPR Cookie Consent plugin. The cookie is used to store the user consent for the cookies in the category "Other.
cookielawinfo-checkbox-performance	11 months	This cookie is set by GDPR Cookie Consent plugin. The cookie is used to store the user consent for the cookies in the category "Performance".
JSESSIONID	past	Used by sites written in JSP. General purpose platform session cookies that are used to maintain users' state across page requests.
viewed_cookie_policy	11 months	The cookie is set by the GDPR Cookie Consent plugin and is used to store whether or not user has consented to the use of cookies. It does not store any personal data.

Functional

Functional cookies help to perform certain functionalities like sharing the content of the website on social media platforms, collect feedbacks, and other third-party features.

Cookie	Duration	Description
__cf_bm	30 minutes	This cookie, set by Cloudflare, is used to support Cloudflare Bot Management.
aka_debug	session	This cookie is set by the provider Vimeo.This cookie is essential for the website to play video functionality. The cookie collects statistical information like how many times the video is displayed and what settings are used for playback.
bcookie	2 years	This cookie is set by linkedIn. The purpose of the cookie is to enable LinkedIn functionalities on the page.
lang	session	This cookie is used to store the language preferences of a user to serve up content in that stored language the next time user visit the website.
lidc	1 day	This cookie is set by LinkedIn and used for routing.
player	1 year	This cookie is used by Vimeo. This cookie is used to save the user's preferences when playing embedded videos from Vimeo.
vc	never	This cookie is set by addthis.com on sites that allow sharing on social media.

Performance

Performance cookies are used to understand and analyze the key performance indexes of the website which helps in delivering a better user experience for the visitors.

Cookie	Duration	Description
_gat	1 minute	This cookies is installed by Google Universal Analytics to throttle the request rate to limit the colllection of data on high traffic sites.

Analytics

Analytical cookies are used to understand how visitors interact with the website. These cookies help provide information on metrics the number of visitors, bounce rate, traffic source, etc.

Cookie	Duration	Description
_ga	2 years	This cookie is installed by Google Analytics. The cookie is used to calculate visitor, session, campaign data and keep track of site usage for the site's analytics report. The cookies store information anonymously and assign a randomly generated number to identify unique visitors.
_ga_6JHN0QW8FW	2 years	This cookie is installed by Google Analytics.
_gat_gtag_UA_197764616_1	1 minute	This cookie is set by Google and is used to distinguish users.
_gat_gtag_UA_53927943_3	1 minute	Set by Google to distinguish users.
_gd_session	4 hours	This cookie is used for collecting information on users visit to the website. It collects data such as total number of visits, average time spent on the website and the pages loaded.
_gd_svisitor	session	This cookie is set by the Google Analytics. This cookie is used for tracking the signup commissions via affiliate program.
_gd_visitor	2 years	This cookie is used for collecting information on the users visit such as number of visits, average time spent on the website and the pages loaded for displaying targeted ads.
_gid	1 day	This cookie is installed by Google Analytics. The cookie is used to store information of how visitors use a website and helps in creating an analytics report of how the website is doing. The data collected including the number visitors, the source where they have come from, and the pages visted in an anonymous form.
CONSENT	16 years 4 months 10 days 14 hours	These cookies are set via embedded youtube-videos. They register anonymous statistical data on for example how many times the video is displayed and what settings are used for playback.No sensitive data is collected unless you log in to your google account, in that case your choices are linked with your account, for example if you click “like” on a video.
vuid	2 years	This domain of this cookie is owned by Vimeo. This cookie is used by vimeo to collect tracking information. It sets a unique ID to embed videos to the website.

Advertisement cookies are used to provide visitors with relevant ads and marketing campaigns. These cookies track visitors across websites and collect information to provide customized ads.

Cookie	Duration	Description
bscookie	2 years	This cookie is a browser ID cookie set by Linked share Buttons and ad tags.
i	never	The purpose of the cookie is not known yet.
IDE	1 year 24 days	Used by Google DoubleClick and stores information about how the user uses the website and any other advertisement before visiting the website. This is used to present users with ads that are relevant to them according to the user profile.
test_cookie	15 minutes	This cookie is set by doubleclick.net. The purpose of the cookie is to determine if the user's browser supports cookies.
VISITOR_INFO1_LIVE	5 months 27 days	This cookie is set by Youtube. Used to track the information of the embedded YouTube videos on a website.
YSC	session	This cookies is set by Youtube and is used to track the views of embedded videos.
yt-remote-connected-devices	never	These cookies are set via embedded youtube-videos.
yt-remote-device-id	never	These cookies are set via embedded youtube-videos.
yt.innertube::nextId	never	These cookies are set via embedded youtube-videos.
yt.innertube::requests	never	These cookies are set via embedded youtube-videos.

Others

Other uncategorized cookies are those that are being analyzed and have not been classified into a category as yet.

Cookie	Duration	Description
__wpdm_client	session	No description
_an_uid	session	No description available.
_techvalidate_session	session	No description
6suuid	2 years	No description available.
et_pb_ab_view_page_63974	session	No description
li_gc	2 years	No description
ppwp_wp_session	30 minutes	No description
raygun4js-userid	never	Description unavailable.
ruid	6 months	No description
sync_active	never	No description available.
thirdPartyCookiesEnabled	1 day	No description available.
visitorId	1 year	No description

Amy Lin

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Federated learning enhances privacy protection in the development of AI applications

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