Securing the IoT Edge: A Federated Learning Defense

A new study evaluates how well collaborative machine learning can protect Internet of Things devices from cyberattacks, even when data is unevenly distributed.

A new study evaluates how well collaborative machine learning can protect Internet of Things devices from cyberattacks, even when data is unevenly distributed.
Key takeaways, if thou wilt:

Landing a role in a commercial is a great opportunity for actors and models, but many ads actually feature real, everyday people and their genuine reactions.

Warner Bros. is now for sale, and as of November 24, 2025, companies like Paramount, Comcast, and Netflix have made offers to buy it. There’s also been talk of interest from investment groups in Saudi Arabia, Qatar, and Abu Dhabi. Fans of DC Comics are especially curious about how this sale will affect the future of James Gunn’s DC Universe, which has recently gained momentum with shows like ‘Superman’ and the second season of ‘Peacemaker’.

I recently got my hands on Where Winds Meet, the first game from Everstone Studio, and wow, it’s something special! It’s set in ancient China during a really cool period – the Five Dynasties and Ten Kingdoms – and it’s a fantastic mix of everything I love in games. Think open-world adventure, action combat, and RPG elements all rolled into one. You can play it completely solo or team up with others, which is awesome. The combat is amazing – super flashy sword fights and you can even use Tai Chi to send enemies (and even animals!) flying. The bosses are seriously challenging – they remind me of the tough ones in FromSoftware games. And the first two areas, Kaifeng and Qinghe, are HUGE. There are honestly hundreds of hours of content there – tons of secrets, puzzles, and enemies to defeat. The best part? It’s completely free to play! I’m already completely hooked.

In an interview with GamesRadar, Dave Mustaine explained that surprise releases, often called ‘shadow drops,’ are something Bethesda’s Todd Howard likes to do. Mustaine believes this approach can be effective because it captures the attention of players who don’t have a lot of time or focus.

I’ve been hoping for this for a long time, and while I’d love to see a LEGO Star Trek game someday, I’m really excited about what’s coming this month. This set was definitely worth the wait, and if it’s a sign of things to come, I can’t wait to see what happens next.

Libby shared the news on Instagram, while Parade reported he passed after a battle with glioblastoma, a rare form of cancer. Chuck was last seen on 90 Day Fiancé: Happily Ever After? when he went with the couple to Moldova to check out an investment property. It may be his last appearance on 90 Day Fiancé, as she announced he died a couple of weeks ago:

Alfred Hitchcock was a famous director known for classic, influential films like Dial M for Murder, Vertigo, The Birds, and especially Psycho. The TV show The Simpsons brilliantly parodied his 1954 film Rear Window in an episode called “Bart of Darkness.” Considered one of Hitchcock’s and cinema’s greatest works, Rear Window was perfectly captured in the episode, creating a hilarious and enjoyable parody that’s still a favorite among Hitchcock fans.

Ah, the sweet taste of success! Rumble (RUM), a humble video-sharing platform with lofty dreams of conquering the cloud and crypto realms, saw its stock soar by 13% on Monday. This delightful rise came courtesy of Tether, the mighty crypto behemoth, who decided to throw its weight around by purchasing a cool 1 million shares.