New Federated Learning Framework Resists Coordinated Poisoning Attacks
The study, published in Discover Computing, introduces the Trimmed-Mean Federated Chain, or TFC, which aims to address vulnerabilities in distributed ...
Tag: poisoning
Purifying Gradients Protects Decentralized Federated Learning Models Against Data Poisoning Attacks
Zhejiang University researchers developed a gradient purification defense that eliminates malicious updates while retaining beneficial information in decentralized federated learning ...
Segmented Diagnostic Method Maps Sodium Ion Poisoning in Proton Exchange Membrane Electrolyzers
A segmented diagnostic platform reveals how sodium ion contamination induces three distinct degradation stages, voltage spikes, and localized transport disruptions ...
Review Details Toxic Mechanisms and Regulatory Failures Behind Diethylene Glycol Poisonings
A narrative review examines the toxicological mechanisms, forensic detection challenges, and persistent supply-chain lapses driving recurrent global mass poisonings from ...
Hanging, rural location and older age linked to death before EMS arrival in southern Iran self-harm study
A cross-sectional study of 2,280 EMS-attended self-directed violence cases in southern Iran found that hanging, rural location, older age and ...
Four threatened vulture species persist in Ethiopian city, wet season counts surge
Four globally threatened vulture species are living out at least part of their lives in the middle of a fast-growing ...
Systematic review maps poisoning threats and layered defenses in federated learning for medical IoT
A systematic review of 128 studies finds that secure federated learning in medical IoT requires layered defenses that balance poisoning ...
Deadly case of mistaken identity: how jimson weed seedlings turned a family meal fatal
A new investigation traces a fatal family poisoning in China to Datura stramonium seedlings mistaken for edible wild vegetables, combining ...
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Mothers who receive childcare support from maternal grandparents show more parental warmth, finds NTU Singapore study
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University of Seville Breaks 120-Year-Old Mystery, Revises a Key Einstein Concept
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Bee body mass, pathogens and local climate influence heat tolerance
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Researchers record first-ever images and data of a shark experiencing a boat strike
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Groundbreaking Clinical Trial Reveals Lubiprostone Enhances Kidney Function
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