#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
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
🧠 #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
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…
🔗 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
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
#FederatedLearning enhances #prostate cancer detection doi.org/10.1148/ryai.2… @SIIM_Tweets #CAIMI25 #AI #MachineLearning #radiology
#CFP #SpecialIssue "Federated Learning: Challenges, Methods, and Future Directions", edited by Dr. Naiyue Chen and Dr. Ivan Serina. mdpi.com/journal/future… #federatedlearning #decentralizedmachinelearning #IoT #edgecomputing #blockchain #6Gnetwork #dataheterogeneity
🎙️ 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
#FederatedLearning enhances #prostate cancer detection doi.org/10.1148/ryai.2… @ESMRMB #ESMRMB25 #MRI #radiology
#FederatedLearning models for #MRI #prostate segmentation and #cancer detection doi.org/10.1148/ryai.2… @acm_bcb @TheOfficialACM #BCB2025 #informatics #AI #ACMBCB
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 ↓
We are at #IBMTechXchange2025 presenting how to use AnyLog with #FederatedLearning and #AgenticAI #EdgeLake
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…
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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
🌐 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 #Innovation… ift.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
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
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
#federatedlearning: metodo di #machinelearning decentralizzato e collaborativo consente a #banche, #imprese e #fintech di addestrare modelli #AI #antifrode rispettando la #datasovereignty e il #GDPR 👉🏽securityopenlab.it/news/5596/frod… #DORA #AIAct #cybersecurity #innovation @wcs_cloud #WCS
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
🔔 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!
🚀 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
#Statistics and #FederatedLearning. #BigData #Analytics #DataScience #AI #MachineLearning #IoT #IIoT #Python #RStats #TensorFlow #Java #JavaScript #ReactJS #GoLang #CloudComputing #Serverless #DataScientist #Linux #Programming #Coding #100DaysofCode geni.us/Stat-Federated
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
Not every hero wears a cape - some build privacy from the lab. T-RIZE Labs = innovation with protection. @trize_io #TRizer #AIprivacy #FederatedLearning
#FederatedLearning enhances #prostate cancer detection doi.org/10.1148/ryai.2… @SIIM_Tweets #CAIMI25 #AI #MachineLearning #radiology
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!!
#FederatedLearning enhances #prostate cancer detection doi.org/10.1148/ryai.2… @ESMRMB #ESMRMB25 #MRI #radiology
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…
#FederatedLearning models for #MRI #prostate segmentation and #cancer detection doi.org/10.1148/ryai.2… @acm_bcb @TheOfficialACM #BCB2025 #informatics #AI #ACMBCB
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
An Inferential Perspective on #FederatedLearning. #BigData #Analytics #DataScience #AI #MachineLearning #IoT #IIoT #Python #RStats #TensorFlow #Java #JavaScript #ReactJS #CloudComputing #Serverless #DataScientist #Linux #Programming #Coding #100DaysofCode geni.us/Perspective-Fed
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 🧵👇
#FederatedLearning models for #MRI #prostate segmentation and #cancer detection doi.org/10.1148/ryai.2… @radboudumc @NKI_nl #MachineLearning #AI #DeepLearning
Federated Learning for the pathogenicity annotation of genetic variants in multi-site clinical settings. #GeneticVariants #ClinicalClassification #FederatedLearning #Genomics #Bioinformatics academic.oup.com/bioinformatics…
#FederatedLearning enhances #prostate cancer detection doi.org/10.1148/ryai.2… @MICCAI_Society #MICCAI2025 #imaging #AI #ComputerVision #MachineLearning
🎥 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
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