I like FL as a lens through which to study heterogeneity in clients, which may have different distributions, resources, or capabilities. But not for privacy. Here is another perspective on privacy of FL, which is a bit more conspiratorial than my own https://
x.com/le_science4all
/status/1602432680657928193
…
REGULATION
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Federated Learning: Heterogeneity and Privacy Perspectives
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TikTok ban in US and Europe for digital sovereignty
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Une intuition pour 2023 : Tiktok sera banni en Europe et aux États-Unis. La souveraineté numérique exige des actes forts. Cc @mikiane
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Cybersecurity Protection Through Collaboration Against Emerging Threats
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A pleasure Knut! @JagersbergKnut thank you! And Yes it is great to see this coming together of the 'good guys' for #cybersecurity protection – absolutely what is needed when we consider the acceleration in bad actor collaboration and indeed reimagination of threats like emotet
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DPI Consortium Launches Patent-Protected Network Security Innovation
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Catalyzing #innovation in #network #Security via #patent protection New #nonprofit #DPI Consortium Launch by @NETSCOUT See http://
bit.ly/DPISecurity #CyberSecurity #DDoS #partner #education #AI @Paula_Piccard @Analytics_699 #IoT @GFCYBER @jeancayeux @JagersbergKnut #5G -
Notion’s Training Data Policy: Trust But Verify
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sure, Notion says they dont use it for training in their policy https://
news.ycombinator.com/item?id=336322
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… but none of us can know for sure unless we go audit the code ourselves -
Organizations Getting AI and Data Privacy Right
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Right, there are certainly bad actors out there. But nonetheless there remain a few organizations that seem to do it right (some that immediately come to mind include Microsoft, Google, @uscensusbureau
, @TumultLabs, and @opendp_org
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Twitter Blue geographic bias centers US UK discussion dominance
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a side effect of the combination of Twitter Blue being only available in US/commonwealth countries with the priority ranking of TB accounts in discussions is to center twitter discussion even more around the US/UK views than it already was before
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Enabling Desired AI Behavior: Research and Development Challenges
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unintended; going to take us some time to get all of this right (and it still requires more research). generally speaking, within very wide bounds we want to enable people get the behavior they want when using AI. will talk more about it in january!
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Maintaining Regulatory Compliance with AI Implementation
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How to maintain regulatory compliance with #AI in use?
By @ingliguori http://
bit.ly/3bfsSmH
#Healthtech #Health #DataScience #Bigdata #Analytics #Robotics #MachineLearning #Python #GDPR #Fintech #IoT #TensorFlow #MEDTECH #Programming #5G #VR #Innovation #privacy #Da… -
Opinion Polarization in AI Art Debate and Copyright Concerns
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I think the worst part is that this opinion seems to be the root cause of the polarization in the AI Art debate. If he came out and said the same thing as for their music models ("they are infringing so we're being careful") then the debate would become reasonable in comparison.