Tootfinder

Never Trust the Manufacturer, Never Trust the Client: A Novel Method for Streaming STL Files for Secure Additive
Seyed Ali Ghazi Asgar, Narasimha Reddy, Satish T. S. Bukkapatnam
https://arxiv.org/abs/2507.06421

Never Trust the Manufacturer, Never Trust the Client: A Novel Method for Streaming STL Files for Secure Additive
While additive manufacturing has opened interesting avenues to reimagine manufacturing as a service (MaaS) platform, transmission of design files from client to manufacturer over networks opens up many cybersecurity challenges. Securing client's intellectual property (IP) especially from cyber-attacks emerges as a major challenge. Earlier works introduced streaming, instead of sharing process plan (G-code) files, as a possible solution. However, executing client's G-codes on manufacturer's mach…

Cybersecurity plays a significant role in the new White House AI plan, but experts say the cyber provisions lack teeth and burden agencies already facing budget cuts.
For more on this, check out my latest CSO piece.
Many thanks to Arnie Bellini of ConnectSecure, Daniel Bardenstein of Manifest Cyber, Jenny Marron of the Institute for AI Policy and Strategy, and Heather West of the Center for Cybersecurity Policy and Law.

White House AI plan heavy on cyber, light on implementation
Well-received for its cybersecurity provisions, Trump’s AI action plan could face hurdles in practice due to a lack of implementation hooks and the burden it adds to agencies navigating budget cuts, experts say.

Pessoalmente, acho esta posição demasiado moderada.
Por mim ele era pura e simplesmente rasgado. Israel jš cometeu demasiados crimes para merecer alguma espécie de contemplações.
https://masto.pt/@EsquerdaNet/115152244551917325

Esquerda.Net (@EsquerdaNet@masto.pt)
Attached: 1 image Mártires, proximidade e cooperação: O acordo de associação entre a UE e Israel estipula no seu artigo segundo o respeito pelos direitos humanos. Espera-se que os nossos governantes, se manifestem a favor da sua suspensão — até que Israel respeite os direitos humanos. https://www.esquerda.net/opiniao/martires-proximidade-e-cooperacao/95738?utm_source=dlvr.it&utm_medium=mastodon

i'm finna hike up to the used record store and see if i can sell some records
Machine-generated ALT: three photos showcase a collection of 12 diverse vinyl records, spanning genres such as rock, soul, jazz, Christmas music, and contemporary pop, featuring artists like Lucinda Williams, Frank Sinatra, Chick Corea, Ramsey Lewis, Lana Del Rey, Mavis Staples, and Hugh Masekela.

MonoFusion: Sparse-View 4D Reconstruction via Monocular Fusion
Zihan Wang, Jeff Tan, Tarasha Khurana, Neehar Peri, Deva Ramanan
https://arxiv.org/abs/2507.23782 https://

MonoFusion: Sparse-View 4D Reconstruction via Monocular Fusion
We address the problem of dynamic scene reconstruction from sparse-view videos. Prior work often requires dense multi-view captures with hundreds of calibrated cameras (e.g. Panoptic Studio). Such multi-view setups are prohibitively expensive to build and cannot capture diverse scenes in-the-wild. In contrast, we aim to reconstruct dynamic human behaviors, such as repairing a bike or dancing, from a small set of sparse-view cameras with complete scene coverage (e.g. four equidistant inward-faci…

The media focus on this one criticism is insane, just massive focus on ensuring everybody is quoted as being against Bob's chant.
The manufacturing of consent in plain view. No support of Bob allowed to be quoted, only condemnation. No focus at all on the horrors committed by the army itself, just condemnation and contrition from all corners.
And all so much louder than the coverage of death and hunger and destruction and genocide being committed by that army.
Our media environment is so focused and in lock-step, even though it's in theory free. Yet not a single newspaper saying, you know, the Vylan character has a point! Maybe we should disband a criminal army!
Got confused about the date in the show here, but the reading's about right. The bandwagon rolls on because it's a victory for everyone. The media gets to condemn someone, and they don't have to condemn Israel.
https://wordcloudtarot.com/readings/2025-07-01-gazaandglastonbury/

How you like them #hugops
https://infosec.exchange/@technotenshi/114863846781201965

Quantum Annealing Hyperparameter Analysis for Optimal Sensor Placement in Production Environments
Nico Kraus, Marvin Erdmann, Alexander Kuzmany, Daniel Porawski, Jonas Stein
https://arxiv.org/abs/2507.16584

Quantum Annealing Hyperparameter Analysis for Optimal Sensor Placement in Production Environments
To increase efficiency in automotive manufacturing, newly produced vehicles can move autonomously from the production line to the distribution area. This requires an optimal placement of sensors to ensure full coverage while minimizing the number of sensors used. The underlying optimization problem poses a computational challenge due to its large-scale nature. Currently, classical solvers rely on heuristics, often yielding non-optimal solutions for large instances, resulting in suboptimal senso…