Unmasking Bad Actors in Federated Learning

A new technique identifies and isolates malicious participants in collaborative machine learning, even when they work together.

A new technique identifies and isolates malicious participants in collaborative machine learning, even when they work together.
![The GemmaAgent architecture facilitates complex reasoning through the synergistic integration of a large language model (LLM) and specialized tools, enabling it to iteratively refine plans and execute actions based on observed states and [latex] \mathbb{R} [/latex]-valued rewards, ultimately achieving robust task completion.](https://arxiv.org/html/2602.11982v1/x1.png)
Researchers are exploring how artificial intelligence can automatically simplify complex cybersecurity vulnerability descriptions, improving accessibility for a wider audience.

Strip Law is a hilarious animated comedy created by Cullen Crawford. The show centers around Lincoln Gumb, a very proper lawyer, and Sheila Flambé, a quirky magician, who team up to solve the strangest cases Las Vegas has to offer. It boasts a talented voice cast including Adam Scott, Janelle James, Stephen Root, Shannon Gisela, and Keith David.

A new method, NSM-Bayes, dramatically improves the speed and robustness of Bayesian inference by leveraging neural networks and simulation.
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Just a heads-up – as of today, the full track isn’t available yet on Bandcamp or anywhere else online. But good news! They just dropped a new live performance video, and you can find a link to it, along with more info, on the Steam page down below.

New research reveals that standard power grid security assessments often fail to account for how actual market behavior impacts system resilience.

Considering this, it’s easy to see why Solana [SOL] could be following a similar path.

You can now play Where Winds Meet on Android, iOS, PlayStation 5, and PC. It’s available through Steam, the Epic Games Store, and the Microsoft Store worldwide. Plus, if you play on Android or iOS, you can continue your progress and play with friends on PC and PlayStation 5!

A new deep learning framework leverages satellite data and physics-informed machine learning to accurately and efficiently estimate tropical cyclone intensity and size.

Dystopian stories often aim to teach us something about society, and some have turned out to be surprisingly accurate in their predictions. With all the challenges and uncertainty of the 2020s – from the COVID-19 pandemic to political unrest – many dark visions of the future now feel eerily realistic. As the world becomes more difficult, even well-made dystopian films can be unsettlingly close to our current reality.