#federatedlearning نتائج البحث

Not all “AI” is the same. T-RIZE Labs is doing government-backed federated learning research (>$3M) so institutions can analyze data without exposing it. That’s real privacy and sovereign infra in the making. Follow @trize_io for updates. @trize_io | #TRizer #FederatedLearning

HusseinRWA's tweet image. Not all “AI” is the same.
T-RIZE Labs is doing government-backed federated learning research (>$3M) so institutions can analyze data without exposing it. That’s real privacy and sovereign infra in the making. Follow @trize_io for updates.

@trize_io | #TRizer #FederatedLearning

CAIA is thrilled to unveil the FIRST collaborative AI platform for cancer research! This secure, scalable, multi-cloud platform is powered by federated learning and aims to accelerate cancer discovery. Read our announcement: canceralliance.ai/blog/caia-fede… #caia #ai #federatedlearning


Join our next session in the Responsible AI in Healthcare series by @WHOSEARO × @KCDH_A 🗓 Nov 12 | 🕒 3–4 PM IST | 💻 Virtual Theme: Privacy-Preserving AI in Health Systems 🔗 Register: who.zoom.us/webinar/regist… #ResponsibleAI #AIforHealth #FederatedLearning #DataPrivacy

KCDH_A's tweet image. Join our next session in the Responsible AI in Healthcare series by @WHOSEARO × @KCDH_A

🗓 Nov 12 | 🕒 3–4 PM IST | 💻 Virtual
Theme: Privacy-Preserving AI in Health Systems

🔗 Register: who.zoom.us/webinar/regist…

#ResponsibleAI #AIforHealth #FederatedLearning #DataPrivacy

🧠 #AI Evolution, New Approach: Federated Learning Safeguards Your Privacy! 🔒 MEMO is implementing #FederatedLearning technology. Models learn within the #MEMO network, uploading only abstract parameter updates—raw data never leaves the network!

MemoLabsOrg's tweet image. 🧠 #AI Evolution, New Approach: Federated Learning Safeguards Your Privacy! 🔒

MEMO is implementing #FederatedLearning technology.

Models learn within the #MEMO network, uploading only abstract parameter updates—raw data never leaves the network!

Here we describe improved algorithms for fine-tuning LLMs with user-level differential privacy (a method often employed in #FederatedLearning to privately train models across distributed devices) in the more flexible datacenter training environment. → goo.gle/3Sj6GKg

GoogleResearch's tweet image. Here we describe improved algorithms for fine-tuning LLMs with user-level differential privacy (a method often employed in #FederatedLearning to privately train models across distributed devices) in the more flexible datacenter training environment. → goo.gle/3Sj6GKg

A survey explores how federated learning enables privacy-preserving collaboration for rare disease detection. 📖Read more: oaepublish.com/articles/rdodj… #RareDisease #AI #FederatedLearning #MedicalAI

OAE_RDODJ's tweet image. A survey explores how federated learning enables privacy-preserving collaboration for rare disease detection.

📖Read more: oaepublish.com/articles/rdodj…

#RareDisease #AI #FederatedLearning #MedicalAI
OAE_RDODJ's tweet image. A survey explores how federated learning enables privacy-preserving collaboration for rare disease detection.

📖Read more: oaepublish.com/articles/rdodj…

#RareDisease #AI #FederatedLearning #MedicalAI

フェデレーテッドラーニングで共同学習📚 実は数年前からあった学習法。 でも今、プライバシーや分散型の時代背景にぴたりと合ってきている。 データは外に出さず、モデルだけが成長していく仕組み。 AIの進化が、私たちの未来の感性に寄り添い始めています✨ #FederatedLearning #プライバシー

nonpoi_life's tweet image. フェデレーテッドラーニングで共同学習📚

実は数年前からあった学習法。
でも今、プライバシーや分散型の時代背景にぴたりと合ってきている。

データは外に出さず、モデルだけが成長していく仕組み。

AIの進化が、私たちの未来の感性に寄り添い始めています✨

#FederatedLearning #プライバシー…

🔗 Quantum neural networks meet federated learning for DNA mutation prediction. DOI: doi.org/10.1016/j.csbj… 📚 CSBJ Quantum Biology & Biophotonics: csbj.org/qbio #Genomics #QuantumBiology #FederatedLearning #PrecisionMedicine #AI #QNN #DNA @CSB_Journal

CSB_Journal's tweet image. 🔗 Quantum neural networks meet federated learning for DNA mutation prediction. DOI: doi.org/10.1016/j.csbj…

📚 CSBJ Quantum Biology & Biophotonics: csbj.org/qbio

#Genomics #QuantumBiology #FederatedLearning #PrecisionMedicine #AI #QNN #DNA @CSB_Journal

Not every hero wears a cape - some build privacy from the lab. T-RIZE Labs = innovation with protection. @trize_io #TRizer #AIprivacy #FederatedLearning

rabiealislm's tweet image. Not every hero wears a cape - some build privacy from the lab.
T-RIZE Labs = innovation with protection.

@trize_io #TRizer #AIprivacy #FederatedLearning

Big news: the Cancer AI Alliance has launched a federated learning + AI-agent platform so multiple cancer centers can ask plain-language questions of data without sharing raw patient info. #AI #CancerResearch #FederatedLearning #HealthTech techtarget.com/healthtechanal…


Dr. Pravati Swain delivered an invited talk on "Federated Learning for Non-IID Data on 5G/6G" at @iiitbhubaneswar during the IEEE Day celebrations, in collaboration with IEEE WIE Bhubaneswar & IEEE GRSS Kolkata. #IEEE #FederatedLearning #5G #6G #IIITBhubaneswar #WIE #GRSS

NITGoa_Official's tweet image. Dr. Pravati Swain delivered an invited talk on "Federated Learning for Non-IID Data on 5G/6G" at @iiitbhubaneswar  during the IEEE Day celebrations, in collaboration with IEEE WIE Bhubaneswar & IEEE GRSS Kolkata.

#IEEE #FederatedLearning #5G #6G #IIITBhubaneswar #WIE #GRSS

🎙️ IndoML 2025 ECR Forum Speaker Naveen Kumar K (MBZUAI, UAE) 🔬 Talk: “Dual Perspectives on Trustworthy Federated Learning: Exploring Vulnerabilities and Designing Robust Defenses” #IndoML2025 #AI #FederatedLearning #TrustworthyAI #MachineLearning #ECRF #MBZUAI

indoml_sym's tweet image. 🎙️ IndoML 2025 ECR Forum Speaker

Naveen Kumar K (MBZUAI, UAE)

🔬 Talk:
 “Dual Perspectives on Trustworthy Federated Learning: Exploring Vulnerabilities and Designing Robust Defenses”
#IndoML2025 #AI #FederatedLearning #TrustworthyAI #MachineLearning #ECRF #MBZUAI

Struggling to move your #FederatedLearning into production? Research teams & prospective consortia with private/sensitive data: We're offering partnership/pilot opportunities, infrastructure, & support to collaborate on Al without sharing data Flower compatible! Apply ↓

openminedorg's tweet image. Struggling to move your #FederatedLearning into production?

Research teams & prospective consortia with private/sensitive data:

We're offering partnership/pilot opportunities, infrastructure, & support to collaborate on Al without sharing data

Flower compatible!

Apply ↓

Federated learning breakthroughs are making privacy-preserving AI scalable: recent advances slash inter-device communication by 99%, paving the way for efficient, secure collaboration in healthcare and autonomous transport. #FederatedLearning #AIPrivacy youtube.com/watch?v=yJuUZR…

NetworkTrend's tweet card. AI Frontiers: Machine Learning Breakthroughs from cs.LG (2025-10-19)

youtube.com

YouTube

AI Frontiers: Machine Learning Breakthroughs from cs.LG (2025-10-19)


FedSaaS: Class-Consistency Federated Semantic Segmentation via Global Prototype Supervision and Local Adversarial Har... 👥 Xiaoyang Yu, Xiaoming Wu, Xin Wang et al. #FederatedLearning #SemanticSegmentation #AIResearch #DeepLearning #ComputerVision 🔗 trendtoknow.ai

aitrendings's tweet image. FedSaaS: Class-Consistency Federated Semantic Segmentation via Global Prototype Supervision and Local Adversarial Har...

👥 Xiaoyang Yu, Xiaoming Wu, Xin Wang et al.

#FederatedLearning #SemanticSegmentation #AIResearch #DeepLearning #ComputerVision

🔗 trendtoknow.ai

🌐 SoraChain AI is transforming federated learning with EigenCompute's tech, tackling privacy and scalability challenges head-on! Discover how they’re paving the way for a more efficient future. #AI #FederatedLearning #SoraChain #EigenCompute #Innovationift.tt/cznS1kB


Apple's distributed learning prototypes proved that privacy can scale with performance. Quiet innovation, powerful impact. Thoughts? #AppleML #FederatedLearning #PrivacyByDesign #SmartTech


Training data security is paramount. @openmind_agi uses a Federated Learning Network that allows agents to train collaboratively WITHOUT sharing raw data. Secure + Efficient. ✨ #FederatedLearning #AI


🎙️ IndoML 2025 ECR Forum Speaker Naveen Kumar K (MBZUAI, UAE) 🔬 Talk: “Dual Perspectives on Trustworthy Federated Learning: Exploring Vulnerabilities and Designing Robust Defenses” #IndoML2025 #AI #FederatedLearning #TrustworthyAI #MachineLearning #ECRF #MBZUAI

indoml_sym's tweet image. 🎙️ IndoML 2025 ECR Forum Speaker

Naveen Kumar K (MBZUAI, UAE)

🔬 Talk:
 “Dual Perspectives on Trustworthy Federated Learning: Exploring Vulnerabilities and Designing Robust Defenses”
#IndoML2025 #AI #FederatedLearning #TrustworthyAI #MachineLearning #ECRF #MBZUAI

Federated Learning trains AI models without centralizing data. Privacy-preserving machine learning is the future of secure AI systems. #FederatedLearning #PrivacyAI #SecureAI #DistributedAI #DataPrivacy


📢#MDPIfutureinternet [Most Viewed Papers in Last 6 Months] 📌 Secure and Trustworthy Open Radio Access Network (#ORAN) Optimization: A Zero-Trust and #FederatedLearning Framework for #6G Networks 📍Views: 3687 🔗mdpi.com/1999-5903/17/6… #ZTA #adversarialMachineLearning

FutureInternet6's tweet image. 📢#MDPIfutureinternet [Most Viewed Papers in Last 6 Months] 

📌 Secure and Trustworthy Open Radio Access Network (#ORAN) Optimization: A Zero-Trust and #FederatedLearning Framework for #6G Networks

📍Views: 3687   

🔗mdpi.com/1999-5903/17/6… 

 #ZTA #adversarialMachineLearning

Federated learning enables AI training without centralizing data. Privacy-preserving ML is the future. #FederatedLearning #AI #Privacy #DistributedML #DataPrivacy


Privacy First: Federated Learning (FL), Differential Privacy (DP), & Trusted Execution Environments (TEE) keep your sensitive data locked on-device or controlled. No leaks, full compliance – emotions stay yours! 🛡️🔐 #PrivacyTech #FederatedLearning


These validators harness federated learning, enabling multiple AI nodes to collaboratively train models without sharing raw data. This protects user privacy while improving intelligence across the network—a breakthrough for decentralized AI ecosystems. #FederatedLearning


Talus labs is pioneering federated learning across blockchain nodes—your data stays yours. 🏠🔒 @Talus_labs #FederatedLearning


Klasik AI'da veriler merkeze toplanır (gizlilik riski!), ama Federated'da veriler cihazda kalır, sadece model güncellemeleri paylaşılır. Faydası: Yüksek gizlilik, düşük bant genişliği #FederatedLearning #AI


Federated Learning: La clave para desbloquear el valor de los datos en IA. 🔗 Descubre más aquí: eu1.hubs.ly/H0pwVbd0 #SherpaAI #FederatedLearning #Privacidad #IA #InteligenciaArtificial

Sherpa_AI's tweet image. Federated Learning: La clave para desbloquear el valor de los datos en IA.

🔗 Descubre más aquí: eu1.hubs.ly/H0pwVbd0

#SherpaAI #FederatedLearning #Privacidad #IA #InteligenciaArtificial

🔔 New Published Papers of #MDPIfutureinternet Title: TrustFed-CTI: A Trust-Aware #FederatedLearning Framework for Privacy-Preserving #CyberThreatIntelligence Sharing Across Distributed Organizations mdpi.com/1999-5903/17/1… #adversarialrobustness #distributedsecurity

FutureInternet6's tweet image. 🔔 New Published Papers of #MDPIfutureinternet 

Title: TrustFed-CTI: A Trust-Aware #FederatedLearning Framework for Privacy-Preserving #CyberThreatIntelligence Sharing Across Distributed Organizations

mdpi.com/1999-5903/17/1… 

#adversarialrobustness #distributedsecurity

Fei-Fei Li: sim data's endless, real data's elite-but pricey. Hack? Collaborative open-source floods us with both. Train on fake cities, fix with real life. We're the compute and data fix. #SpatialAI #OpenSource #FederatedLearning

AI’s next frontier is Spatial Intelligence, a technology that will turn seeing into reasoning, perception into action, and imagination into creation. But what is it? Why does it matter? How do we build it? And how can we use it? Today, I want to share with you my thoughts on…



🧠 #AI Evolution, New Approach: Federated Learning Safeguards Your Privacy! 🔒 MEMO is implementing #FederatedLearning technology. Models learn within the #MEMO network, uploading only abstract parameter updates—raw data never leaves the network!

MemoLabsOrg's tweet image. 🧠 #AI Evolution, New Approach: Federated Learning Safeguards Your Privacy! 🔒

MEMO is implementing #FederatedLearning technology.

Models learn within the #MEMO network, uploading only abstract parameter updates—raw data never leaves the network!

🚀 SYNNQ Pulse is running Federated Learning on the @LUMIhpc 🇪🇺⚡️ We’re building the EURO STACK LLM — a sovereign, decentralized, HPC-powered foundation for Europe’s AI future. 🌍 The future of AI is federated, private & unstoppable. #FederatedLearning #LLM #HPC #LUMI #SYNNQ

SYNNQ_Networks's tweet image. 🚀 SYNNQ Pulse is running Federated Learning on the @LUMIhpc  🇪🇺⚡️

We’re building the EURO STACK LLM — a sovereign, decentralized, HPC-powered foundation for Europe’s AI future. 🌍

The future of AI is federated, private & unstoppable.

#FederatedLearning #LLM #HPC #LUMI #SYNNQ

Dr. Pravati Swain delivered an invited talk on "Federated Learning for Non-IID Data on 5G/6G" at @iiitbhubaneswar during the IEEE Day celebrations, in collaboration with IEEE WIE Bhubaneswar & IEEE GRSS Kolkata. #IEEE #FederatedLearning #5G #6G #IIITBhubaneswar #WIE #GRSS

NITGoa_Official's tweet image. Dr. Pravati Swain delivered an invited talk on "Federated Learning for Non-IID Data on 5G/6G" at @iiitbhubaneswar  during the IEEE Day celebrations, in collaboration with IEEE WIE Bhubaneswar & IEEE GRSS Kolkata.

#IEEE #FederatedLearning #5G #6G #IIITBhubaneswar #WIE #GRSS

Join our next session in the Responsible AI in Healthcare series by @WHOSEARO × @KCDH_A 🗓 Nov 12 | 🕒 3–4 PM IST | 💻 Virtual Theme: Privacy-Preserving AI in Health Systems 🔗 Register: who.zoom.us/webinar/regist… #ResponsibleAI #AIforHealth #FederatedLearning #DataPrivacy

KCDH_A's tweet image. Join our next session in the Responsible AI in Healthcare series by @WHOSEARO × @KCDH_A

🗓 Nov 12 | 🕒 3–4 PM IST | 💻 Virtual
Theme: Privacy-Preserving AI in Health Systems

🔗 Register: who.zoom.us/webinar/regist…

#ResponsibleAI #AIforHealth #FederatedLearning #DataPrivacy

Not every hero wears a cape - some build privacy from the lab. T-RIZE Labs = innovation with protection. @trize_io #TRizer #AIprivacy #FederatedLearning

rabiealislm's tweet image. Not every hero wears a cape - some build privacy from the lab.
T-RIZE Labs = innovation with protection.

@trize_io #TRizer #AIprivacy #FederatedLearning

With🌼flower.ai's Flower Datasets creating data partitions for #federatedlearning is just too easy. ➡️ pip install flwr-datasets flower.ai/docs/datasets 💡follow @flwrlabs for more!!

jafermarq's tweet image. With🌼flower.ai's Flower Datasets creating data partitions for #federatedlearning is just too easy. 

➡️ pip install flwr-datasets

flower.ai/docs/datasets

💡follow @flwrlabs for more!!

Today, @arxiv publishes FedECA, our new algorithm scaling data access for external control arms (ECAs) thanks to #federatedlearning (FL). We show that combining FL with an ECA method called IPTW (inverse probability of treatment weighting) allows us to derive a treatment effect…

OwkinScience's tweet image. Today, @arxiv publishes FedECA, our new algorithm scaling data access for external control arms (ECAs) thanks to #federatedlearning (FL).

We show that combining FL with an ECA method called IPTW (inverse probability of treatment weighting) allows us to derive a treatment effect…

Here we describe improved algorithms for fine-tuning LLMs with user-level differential privacy (a method often employed in #FederatedLearning to privately train models across distributed devices) in the more flexible datacenter training environment. → goo.gle/3Sj6GKg

GoogleResearch's tweet image. Here we describe improved algorithms for fine-tuning LLMs with user-level differential privacy (a method often employed in #FederatedLearning to privately train models across distributed devices) in the more flexible datacenter training environment. → goo.gle/3Sj6GKg

Exploring image augmentation's power in #FederatedLearning, an empirical analysis investigates its role in countering model inversion attacks. By diversifying training data, image transformations boost privacy protection, fortifying ML models against privacy breaches.…

JordanJamesEtem's tweet image. Exploring image augmentation's power in #FederatedLearning, an empirical analysis investigates its role in countering model inversion attacks. By diversifying training data, image transformations boost privacy protection, fortifying ML models against privacy breaches.…

Heading to #ICML2024 @icmlconf to present our recent works related to #FederatedLearning and #Optimization Hoping to see many of you! Papers/posters 🧵👇

shiqiang_w's tweet image. Heading to #ICML2024 @icmlconf to present our recent works related to #FederatedLearning and #Optimization

Hoping to see many of you!

Papers/posters 🧵👇

Federated Learning for the pathogenicity annotation of genetic variants in multi-site clinical settings. #GeneticVariants #ClinicalClassification #FederatedLearning #Genomics #Bioinformatics academic.oup.com/bioinformatics…

jsantoyo's tweet image. Federated Learning for the pathogenicity annotation of genetic variants in multi-site clinical settings. #GeneticVariants #ClinicalClassification #FederatedLearning #Genomics #Bioinformatics
academic.oup.com/bioinformatics…

🎥 Free Privacy-Preserving ML Workshop! Learn how to protect privacy in AI systems 2 Sessions: Dec 4 (This Wed!) & Dec 18, covering: - #FederatedLearning - #DifferentialPrivacy - #HomomorphicEncryption Register link in thread.

openminedorg's tweet image. 🎥 Free Privacy-Preserving ML Workshop!

Learn how to protect privacy in AI systems

2 Sessions: Dec 4 (This Wed!) &  Dec 18, covering:
- #FederatedLearning
- #DifferentialPrivacy
- #HomomorphicEncryption

Register link in thread.

Announcing the #30DaysOfFLCode Challenge! Commit to 30 days of learning #FederatedLearning and other PETs • Boost Your Skills: 1 hour/day with free resources • Network: Connect with experts and peers • Shape AI’s Future: Lead in privacy-preserving → 30daysofflcode.com

openminedorg's tweet image. Announcing the #30DaysOfFLCode Challenge!

Commit to 30 days of learning #FederatedLearning and other PETs
• Boost Your Skills: 1 hour/day with free resources
• Network: Connect with experts and peers
• Shape AI’s Future: Lead in privacy-preserving

→ 30daysofflcode.com

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