#federatedlearning 搜尋結果
ICCS presented FedGreed at IEEE FLTA25 (Dubrovnik, 2025) — a Byzantine-robust loss-based aggregation for Federated Learning. Achieves strong resilience to adversarial attacks and outperforms robust baselines under non-IID settings. #FLTA25 #FederatedLearning
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
🔔 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
🧠 #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!
🔗 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
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
Giouroukou et al. review imaging data preparation for AI use: methods for protecting patient privacy doi.org/10.1148/ryai.2… @Klonmich #privacy #FederatedLearning #deidentification
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
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…
A survey explores how federated learning enables privacy-preserving collaboration for rare disease detection. 📖Read more: oaepublish.com/articles/rdodj… #RareDisease #AI #FederatedLearning #MedicalAI
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
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…
Not every hero wears a cape - some build privacy from the lab. T-RIZE Labs = innovation with protection. @trize_io #TRizer #AIprivacy #FederatedLearning
🤝💡 Call for Papers in @JSAN_MDPI's Special Issue! Federated Learning: Applications & Future Directions ✔️ Explore published papers ✔️ Contribute your research 🗓 Submission Deadline: 31 Dec 2025 🔗 brnw.ch/21wVIAu #FederatedLearning #AI #JSAN #MDPI #OpenAccess
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…
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AI Frontiers: Machine Learning Breakthroughs from cs.LG (2025-10-19)
Federated Learning for the pathogenicity annotation of genetic variants in multi-site clinical settings. #GeneticVariants #ClinicalClassification #FederatedLearning #Genomics #Bioinformatics academic.oup.com/bioinformatics…
We are at #IBMTechXchange2025 presenting how to use AnyLog with #FederatedLearning and #AgenticAI #EdgeLake
Giouroukou et al. review imaging data preparation for AI use: methods for protecting patient privacy doi.org/10.1148/ryai.2… @Klonmich #privacy #FederatedLearning #deidentification
A Truthful and Reliable Incentive Mechanism for #Federated Learning Based on Reputation Mechanism and #Reverse Auction 🔗 Link to paper: mdpi.com/2079-9292/12/3… #FederatedLearning #IncentiveMechanism #ReputationSystem #ReverseAuction #MachineLearning #PrivacyPreservingAI
A new study in the Cureus Journal of Computer Science presents a federated learning platform that trains models locally while sharing only updates, addressing privacy, data heterogeneity and communication limits. Read: cureusjournals.com/articles/1061-… #FederatedLearning #DataPrivacy
🇨🇦 **Government-Backed AI Frontier** 📷 @trize_io Labs just unlocked >$3M from NSERC & Mitacs for federated learning breakthroughs – powering privacy-first, secure data collab without compromising sovereignty. @trize_io #TRizer #FederatedLearning
🌐 SEO in Federated Learning Train AI across decentralized data while staying privacy-compliant. Use anonymized insights, modular content, structured data & canonical tags to maintain visibility. #SEO #FederatedLearning #PrivacyFirst #AISEO
ICCS presented FedGreed at IEEE FLTA25 (Dubrovnik, 2025) — a Byzantine-robust loss-based aggregation for Federated Learning. Achieves strong resilience to adversarial attacks and outperforms robust baselines under non-IID settings. #FLTA25 #FederatedLearning
🚀 New Post: FL Done Right Master Federated Learning with expert insights and best practices.... 🔗 Read more: kubaik.github.io/fl-done-right #DevOps #MachineLearning #FederatedLearning #WebDev #AIforEdge
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
🧠 #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
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
#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
ICCS presented FedGreed at IEEE FLTA25 (Dubrovnik, 2025) — a Byzantine-robust loss-based aggregation for Federated Learning. Achieves strong resilience to adversarial attacks and outperforms robust baselines under non-IID settings. #FLTA25 #FederatedLearning
#FederatedLearning enhances #prostate cancer detection doi.org/10.1148/ryai.2… @SIIM_Tweets #CAIMI25 #AI #MachineLearning #radiology
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
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
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.…
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
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
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 enhances #prostate cancer detection doi.org/10.1148/ryai.2… @ICCVConference @ComputerSociety #ICCV2025 #ComputerVIsion #AI
🚀Great news: In partnership w/ Flower, the Open Data Institute (@ODIHQ) has released “PETs in Practice: Using FL to Train ML Models w/out Centralizing Data” This hands-on tutorial details how to build your own #federatedlearning PETs solution! 📕Article: buff.ly/3XYhDou
On Principled Local Optimization Methods for Federated Learning Honglin Yuan : arxiv.org/abs/2401.13216 #ArtificialIntelligence #DecentralizedAI #FederatedLearning
Intro: Inferential Perspective on #FederatedLearning. #BigData #Analytics #DataScience #AI #MachineLearning #IoT #IIoT #Python #RStats #TensorFlow #Java #ReactJS #CloudComputing #Serverless #DataScientist #Linux #Programming #Coding #100DaysofCode geni.us/Perspective-Fe…
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
Your learning style isn’t guessed at, it’s understood. 📱 Our federated AI adjusts in real time 🛡️ Private. On-device. No data mining. 🎯 Focused, personalized learning progress. #AIlearning #FederatedLearning #EdTech #PoL
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