Tootfinder

OASIS: Offsetting Active Reconstruction Attacks in Federated Learning
Tre' R. Jeter, Truc Nguyen, Raed Alharbi, My T. Thai
https://arXiv.org/abs/2311.13739

OASIS: Offsetting Active Reconstruction Attacks in Federated Learning
Federated Learning (FL) has garnered significant attention for its potential to protect user privacy while enhancing model training efficiency. However, recent research has demonstrated that FL protocols can be easily compromised by active reconstruction attacks executed by dishonest servers. These attacks involve the malicious modification of global model parameters, allowing the server to obtain a verbatim copy of users' private data by inverting their gradient updates. Tackling this class of…

Wollte heute die Wärmepumpe mit dem Smarthome verbinden. Dazu hat der Hersteller ein Modul. Kann nur WLAN, das alte konnte auch Ethernet. Das zukünftige kann's auch wieder. Unsere's nicht. Nicht weiter schlimm, die WP steht nicht mal 1 Meter vom Server-Rack Access Point entfernt.
Quizfrage: Wer hat Unifi-Netzwerkkomponenten im vierstelligen Bereich verbaut, die kein WPS unterstützen und wessen Wärmepumpen-Kommunikationsmodul lässt sich nur via WPS koppeln? Yep, that's me!…

OASIS: Offsetting Active Reconstruction Attacks in Federated Learning
Tre' R. Jeter, Truc Nguyen, Raed Alharbi, My T. Thai
https://arXiv.org/abs/2311.13739

OASIS: Offsetting Active Reconstruction Attacks in Federated Learning
Federated Learning (FL) has garnered significant attention for its potential to protect user privacy while enhancing model training efficiency. However, recent research has demonstrated that FL protocols can be easily compromised by active reconstruction attacks executed by dishonest servers. These attacks involve the malicious modification of global model parameters, allowing the server to obtain a verbatim copy of users' private data by inverting their gradient updates. Tackling this class of…

@… @… let's be clear: the models have been verified and that's why there are daily short-term forecasts on pretty much any news program in the world. Precision falls for longer-term, but they are still surprisingly accurate for the month-ahead…

"Seit August wird #Meta in Norwegen mit einer täglichen Geldstrafe von 1 Million Kronen (90'000 US-Dollar) belegt, weil das Unternehmen die #Privatsphäre der User verletze, indem es unbefugt deren Daten wie Standorte oder Surfverhalten erfasse und zu Werbezwecken auswerte.
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Skulle vilja ta tillfället i akt och puffa lite för min bok "Gränsbrytarna – den globala migrationen och nationalismens murar". Skriver mycket i den om gränser (både de yttre, fysiska, och våra inre gränser) – något som just nu är mer aktuellt än på länge. Kanske något att läsa när advent närmar sig. #bok

This, by George Takei, is ALWAYS relevant. But it's especially relevant today, in light of what's happening in Gaza right now.
(cc @… )
https://univ…

The 77-year-old. The former cabinet members, themselves so often obsequious, are saying the 77-year-old is mentally and temperamentally unfit.
From: @…
https://universeodon.com/@georgetake…

Weiterfahrt verboten - Desolate Gefahrengut- und Viehtransporter gestoppt
https://www.krone.at/3146738

„Scharfer“ Belag - Polizei entdeckte bei Kontrolle Pistolen-Pizza
https://www.krone.at/3139716