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Category:All HeadlinesWorld & GeopoliticsMarkets & EconomyTech & AIPoliticsSearch results for: "Federated autoencoder-based cl" (24 stories)

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Federated autoencoder-based clinical decision framework with hybrid class balancing
Lead StoryNaturemarkets
Jun 5

Federated autoencoder-based clinical decision framework with hybrid class balancing

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBqLW5WZ19rRDJUb3JLbjFXSDQzek5aNDBBN1VJQVplWVBfSDVjZG9xY3pUX19JYkFGd3Z3WEFxM3U0aVYtNG42ZlN5N19Ga2hNN1EzOWttT2dlY0M1cDdV?oc=5" target="_blank">Federated autoencoder-based clinical decision framework with hybrid class balancing</a>  <font color="#6f6f6f">Nature</font>

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Search Results for "Federated autoencoder-based cl"

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23 stories displayed
Secure adaptive federated learning for scalable anomaly detection in industrial IoT networks
Naturemarkets

Secure adaptive federated learning for scalable anomaly detection in industrial IoT networks

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5EUkZ6dG5UYUhxV09FTnpXVWM1MlNLZGJaWTZreVNXNlFxWXB0T2hxTmp0NTZ2VXVGOXFKaWpDX1dlTTV1RkJ0ZENlb0ZOQjhtaS1EVmFweEFveDY2UEFF?oc=5" target="_blank">Secure adaptive federated learning for scalable anomaly detection in industrial IoT networks</a>  <font color="#6f6f6f">Nature</font>

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Vol. 40 No. 33: AAAI-26 Technical Tracks 33
The Association for the Advancement of Artificial Intelligencetech

Vol. 40 No. 33: AAAI-26 Technical Tracks 33

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5mT05ERlprQWlnZ0Z3SkN3RVNHVDQxXzhIb0ZIcWQxZDNkX3hKN2FoUmVOWGlPYTFvdUJVRWR1bEhWWTNmMWhKZEtsbGhmX0h5ZDU2SXFCcFhKc2pLSWNR?oc=5" target="_blank">Vol. 40 No. 33: AAAI-26 Technical Tracks 33</a>  <font color="#6f6f6f">The Association for the Advancement of Artificial Intelligence</font>

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A federated learning–enabled energy-aware anomaly detection algorithm for secure big data analytics in IoT-based smart healthcare systems
Naturemarkets

A federated learning–enabled energy-aware anomaly detection algorithm for secure big data analytics in IoT-based smart healthcare systems

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBfMnEzX3l5M2JMdXhsckwwOXB1UEI4ZDlCU2pCTi1Ub0FEM3dkZXZ6anUyYzBZVnBQUExVSzFOTENGSnRLZzhrRGo1SW45ZUUzV2dZUnBGMXBlSHphUkNN?oc=5" target="_blank">A federated learning–enabled energy-aware anomaly detection algorithm for secure big data analytics in IoT-based smart healthcare systems</a>  <font color="#6f6f6f">Nature</font>

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Byzantine robust federated learning for heterogeneous brain MRI using multisignal gradient fingerprinting and adaptive trust aggregation
Naturetech

Byzantine robust federated learning for heterogeneous brain MRI using multisignal gradient fingerprinting and adaptive trust aggregation

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE14a1JiTWU4NlJNU3VCQjc2bWUxbVNqaGM0RkZXcmY0NklPZGJjSGtPTzNFSlhlOEZKNU9COEUzZkRVY2c5MngzcHVpVkZLSm4zdEY4YWpFSG9ORzVlV3NJ?oc=5" target="_blank">Byzantine robust federated learning for heterogeneous brain MRI using multisignal gradient fingerprinting and adaptive trust aggregation</a>  <font color="#6f6f6f">Nature</font>

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An efficient and interpretable intrusion detection framework for software-defined networks with multi-class imbalanced data using genetic and GAN-based optimization
Naturetech

An efficient and interpretable intrusion detection framework for software-defined networks with multi-class imbalanced data using genetic and GAN-based optimization

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE81N1dYT1ZYbHlKbndVTW5WV3RVemF1ZE1LYTlSUGZTV3dLRFVTaC1oQlZpemE0bnhuWkdnMGNmTGtPSFR2eW15NlBUR3ctVmpSeXVwNi0xaVVfNVBvbElv?oc=5" target="_blank">An efficient and interpretable intrusion detection framework for software-defined networks with multi-class imbalanced data using genetic and GAN-based optimization</a>  <font color="#6f6f6f">Nature</font>

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BHFVAL: Block chain-Enabled Hierarchical Federated Variational Auto encoder Framework for Secure Intrusion Detection in Vehicular Networks
Naturetech

BHFVAL: Block chain-Enabled Hierarchical Federated Variational Auto encoder Framework for Secure Intrusion Detection in Vehicular Networks

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE01Q2F2T1lhc0Vab0F6MXFuTlpvN0tncEQ0YWtRcGF6QzJqQzJNY2JqbV9RandyX2VBTVBsZ3pUd3pLclpBaGZXY2ppS0hETE5oYjlMT2ZxakxyenFwMklz?oc=5" target="_blank">BHFVAL: Block chain-Enabled Hierarchical Federated Variational Auto encoder Framework for Secure Intrusion Detection in Vehicular Networks</a>  <font color="#6f6f6f">Nature</font>

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Enhanced federated anomaly detection through autoencoders using summary statistics-based thresholding
Naturemarkets

Enhanced federated anomaly detection through autoencoders using summary statistics-based thresholding

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9mdFF6bTNxWXpqTmhHV2FyR3E1ZWZFOUtURWptWU1uYnl4SXRkOTl5NmhHeHFsdnhiN3FXd21TS1d6NEI4VkNUUS1YR2Q5d29yNW5MNkVmOXlSbmtQOE1F?oc=5" target="_blank">Enhanced federated anomaly detection through autoencoders using summary statistics-based thresholding</a>  <font color="#6f6f6f">Nature</font>

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From pretraining to privacy: federated ultrasound foundation model with self-supervised learning | npj Digital Medicine
Naturetech

From pretraining to privacy: federated ultrasound foundation model with self-supervised learning | npj Digital Medicine

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9zR2JweldQV0hfdm01R2Q5Si1qaTNrWnZ5TjVfSlZUQ1B0Y01CT2RDdkpBOGNZVHh6QmprUnlKOFpHa2xwbzRSai1kYlhGRnV3T01pT3dLWlVxTVRJUFVV?oc=5" target="_blank">From pretraining to privacy: federated ultrasound foundation model with self-supervised learning | npj Digital Medicine</a>  <font color="#6f6f6f">Nature</font>

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An adversarial-resilient intrusion detection framework for internet of medical things (IoMT) using digital twin-enabled behavioral threat modeling and federated hybrid ensemble learning
Naturemarkets

An adversarial-resilient intrusion detection framework for internet of medical things (IoMT) using digital twin-enabled behavioral threat modeling and federated hybrid ensemble learning

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1sWS05cUdqSWozTkVIN2x1ZVotbzJ6dE1WVm9aRFJDTW1vanpPbEloZnR1LXlucC0zWVFZdVRvT2JZcGVqNllhSmM0eExvdW1rVkZjcXE0NjhvTkpiT0dB?oc=5" target="_blank">An adversarial-resilient intrusion detection framework for internet of medical things (IoMT) using digital twin-enabled behavioral threat modeling and federated hybrid ensemble learning</a>  <font color="#6f6f6f">Nature</font>

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Design of an improved model using federated learning and LSTM autoencoders for secure and transparent blockchain network transactions
Naturetech

Design of an improved model using federated learning and LSTM autoencoders for secure and transparent blockchain network transactions

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFB3V290V0MtR3BLMmRycEZxdHhPMW9lRzVhQXp2bEdHNExYMGZ2Q2NoeFZpNkJhaFdlR2dsNkhyTVRpbl9wcmF0Zm8wSHR5OVQ5WUI0Z00tcDJRaXhCRnFF?oc=5" target="_blank">Design of an improved model using federated learning and LSTM autoencoders for secure and transparent blockchain network transactions</a>  <font color="#6f6f6f">Nature</font>

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Adaptive information-constrained mapping for feature compression in edge AI and federated systems
Naturetech

Adaptive information-constrained mapping for feature compression in edge AI and federated systems

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBUQkRJMGRpc0VlTVZmRFhUSThUdnQ1SjhyR0RWc1dqdnc1WjUyc1ZySmh5REx3Vk91ZU5waXc1UDhiRmxWQzNVY01UZ1hQaFQ1WWxDLWFOSFpOTUhmTlE0?oc=5" target="_blank">Adaptive information-constrained mapping for feature compression in edge AI and federated systems</a>  <font color="#6f6f6f">Nature</font>

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APEW-Fed: adaptive privacy-aware ensemble weighting for federated anomaly detection in enterprise resource planning systems
Naturemarkets

APEW-Fed: adaptive privacy-aware ensemble weighting for federated anomaly detection in enterprise resource planning systems

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE96d1ZkdHJId3NpS0lyTmExU1VQRkN0QzJuQ0d2Rk5VUV9FREVFdE4zOWJwbWpzMDdxU2JvbUdYR1VtOVFMNGZhRnpaTEUxRUh5QS1KRzE1ZXJtNS14TklB?oc=5" target="_blank">APEW-Fed: adaptive privacy-aware ensemble weighting for federated anomaly detection in enterprise resource planning systems</a>  <font color="#6f6f6f">Nature</font>

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An intelligent federated learning boosted cyberattack detection system for Denial-Of-Wallet attack using advanced heuristic search with multimodal approaches
Naturetech

An intelligent federated learning boosted cyberattack detection system for Denial-Of-Wallet attack using advanced heuristic search with multimodal approaches

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1Zc2p3YVdKZHBsaFM5cmFTMEhkampNT0J4U18wN2pxdWVSRjFUbVAybm5JSWVUZGJORXhsWVc1TDg5WlB0VzhldWNRRzBmc1diZmIwR3Y3WVpkeDFuTHc0?oc=5" target="_blank">An intelligent federated learning boosted cyberattack detection system for Denial-Of-Wallet attack using advanced heuristic search with multimodal approaches</a>  <font color="#6f6f6f">Nature</font>

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A federated learning-based privacy-preserving image processing framework for brain tumor detection from CT scans
Naturetech

A federated learning-based privacy-preserving image processing framework for brain tumor detection from CT scans

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFB3M0tnUFRoZi0tajNvT2pfQTBoUE1KaVZRUlQ1dlVoRzR5MXdfenhtYXRGZUdBLUM1WmNZZlV2c2VjZC1oa3VGdDhubl9vV2c1MkoxcDg3R0dyWTdjVHg4?oc=5" target="_blank">A federated learning-based privacy-preserving image processing framework for brain tumor detection from CT scans</a>  <font color="#6f6f6f">Nature</font>

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Federated two-edge graph attention network with weighted global aggregation for electricity consumption demand forecasting
Naturemarkets

Federated two-edge graph attention network with weighted global aggregation for electricity consumption demand forecasting

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE44RjNydzc0S3oxR1NHRHdaa2FjbGhCbjZmTkk3cjFWbjNHby1HcXlHdnp0aHFoSFdyLVk0dGgwTENfZU84TlFCV3pndjdHN19FX3hia0RtVU1wVFhiNmp3?oc=5" target="_blank">Federated two-edge graph attention network with weighted global aggregation for electricity consumption demand forecasting</a>  <font color="#6f6f6f">Nature</font>

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Hybrid quantum enhanced federated learning for cyber attack detection
Naturetech

Hybrid quantum enhanced federated learning for cyber attack detection

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5NVDVLS0hIdUFqQUZlTC1sbmtFSU1PdTlQd0dpSF9ubHdJTHRuRHk4TGVudklwN1ptak5kcFhrUndxckN1Zm43c1VNUkt3dDlGQkMwelNzckNza2RmT3I0?oc=5" target="_blank">Hybrid quantum enhanced federated learning for cyber attack detection</a>  <font color="#6f6f6f">Nature</font>

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Advanced artificial intelligence with federated learning framework for privacy-preserving cyberthreat detection in IoT-assisted sustainable smart cities
Naturetech

Advanced artificial intelligence with federated learning framework for privacy-preserving cyberthreat detection in IoT-assisted sustainable smart cities

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE8xNG5ielRGV2wxa1FnQ29Od1hnYnZROGp0Z1M4Y05sekFLRWFoeDBzamVYajh2b3hfX0lfTXY1MjQ1dTNFc2ItVXI0UnhaZ1B5UmZVOTZRTE9zc2F1YWdv?oc=5" target="_blank">Advanced artificial intelligence with federated learning framework for privacy-preserving cyberthreat detection in IoT-assisted sustainable smart cities</a>  <font color="#6f6f6f">Nature</font>

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Bank data protection and fraud identification based on improved adaptive federated learning and WGAN
Naturemarkets

Bank data protection and fraud identification based on improved adaptive federated learning and WGAN

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5NLU83TXRSOXQ2TlFsNHY5aGFoZElNZ3NfTUU2RFZ2dk1UMjNjLWE3S2w1aWNqXzZhSy1iQTFzYVpidkNDSXROeVl4VXdieWEyTGhva3VhWTVxOWFTc013?oc=5" target="_blank">Bank data protection and fraud identification based on improved adaptive federated learning and WGAN</a>  <font color="#6f6f6f">Nature</font>

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GraphFedAI framework for DDoS attack detection in IoT systems using federated learning and graph based artificial intelligence
Naturetech

GraphFedAI framework for DDoS attack detection in IoT systems using federated learning and graph based artificial intelligence

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5WTEp5ay1fWlBMTmxYMkdVNV9BTF9JNnpDVktxNENrZS1jbWtxQlc2a0UyVlB6MGhoVHhMbUxWbGJ6cE0yNjRUR0JoNDh1dTdaamZONWdKemhNOWdiczVV?oc=5" target="_blank">GraphFedAI framework for DDoS attack detection in IoT systems using federated learning and graph based artificial intelligence</a>  <font color="#6f6f6f">Nature</font>

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End-to-end deep learning for smart maritime threat detection: an AE–CNN–LSTM-based approach
Naturegeneral

End-to-end deep learning for smart maritime threat detection: an AE–CNN–LSTM-based approach

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBLSEgxWVhMM3BGTWhvSG5va05wVUJmV1l4WDFHNHVJV2pFeUJEa1c1NFY0a0ZJWjFwRDJuRXZ2UUVzUzJ0U3hRakhuZGk0WEIyRmRQcUcxQzNlaHd3bV84?oc=5" target="_blank">End-to-end deep learning for smart maritime threat detection: an AE–CNN–LSTM-based approach</a>  <font color="#6f6f6f">Nature</font>

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Enhancing breast cancer classification using a deep sparse wavelet autoencoder approach
Naturegeneral

Enhancing breast cancer classification using a deep sparse wavelet autoencoder approach

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE83QzFWWEpCTkdQcUdsQUtUVzhOTTNtcGg1OW93bnJxYmFRUm96R2hQV2c3WVlUYVFtTkYyaEpiR3A5SWRBRE96eTRkel9BXzM2T0loc0kxSkxFM0FPUFpV?oc=5" target="_blank">Enhancing breast cancer classification using a deep sparse wavelet autoencoder approach</a>  <font color="#6f6f6f">Nature</font>

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Decentralized digital twins of complex dynamical systems
Naturegeneral

Decentralized digital twins of complex dynamical systems

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE42MnVDbFpqOGNfcDRXTzRrMTgxd3R5a2l0Z3FIaU93b0dncWxhSEtkSFktNVpDZXhDRU9TLVN6TTU4ZU5Sc3hPajZUUElKWnBaVkhuSnlGbXpKUU9qTEhV?oc=5" target="_blank">Decentralized digital twins of complex dynamical systems</a>  <font color="#6f6f6f">Nature</font>

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Self-supervised pre-training with contrastive and masked autoencoder methods for dealing with small datasets in deep learning for medical imaging
Naturetech

Self-supervised pre-training with contrastive and masked autoencoder methods for dealing with small datasets in deep learning for medical imaging

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE10aHhmQ2Mxdlh0OTM1WFpIS203dGlMVkVTcFg5VFItMzNlMUtBQWo3S1ZqRG1xUHkyeU5aN05LNWxUTnJtckVvUjhua2NBQzk2M1llRDJ3RlNTdW0wUVFz?oc=5" target="_blank">Self-supervised pre-training with contrastive and masked autoencoder methods for dealing with small datasets in deep learning for medical imaging</a>  <font color="#6f6f6f">Nature</font>

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