5 Ways Behavioral Analytics is Revolutionizing Incident Response

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  1 octobre 2018 | International, Naval

  LOCKHEED MARTIN CONTRACT TO MARRY MACHINE LEARNING WITH 3-D PRINTING FOR MORE RELIABLE PARTS

  U.S. Navy research contract could make complex metal additive manufacturing a reality both in production centers and deep in the field DENVER, Oct. 1, 2018 /PRNewswire/ -- Today, 3-D printing generates parts used in ships, planes, vehicles and spacecraft, but it also requires a lot of babysitting. High-value and intricate parts sometimes require constant monitoring by expert specialists to get them right. Furthermore, if any one section of a part is below par, it can render the whole part unusable. That's why Lockheed Martin (NYSE: LMT) and the Office of Naval Research are exploring how to apply artificial intelligence to train robots to independently oversee—and optimize—3-D printing of complex parts. The two-year, $5.8 million contract specifically studies and will customize multi-axis robots that use laser beams to deposit material. The team will develop software models and sensor modifications for the robots to build better components. Lockheed Martin Metal 3D printer "We will research ways machines can observe, learn and make decisions by themselves to make better parts that are more consistent, which is crucial as 3-D printed parts become more and more common," said Brian Griffith, Lockheed Martin's project manager. "Machines should monitor and make adjustments on their own during printing to ensure that they create the right material properties during production." Researchers will apply machine learning techniques to additive manufacturing so variables can be monitored and controlled by the robot during fabrication. "When you can trust a robotic system to make a quality part, that opens the door to who can build usable parts and where you build them," said Zach Loftus, Lockheed Martin Fellow for additive manufacturing. "Think about sustainment and how a maintainer can print a replacement part at sea, or a mechanic print a replacement part for a truck deep in the desert. This takes 3-D printing to the next, big step of deployment." Currently, technicians spend many hours per build testing quality after fabrication, but that's not the only waste in developing a complex part. It's common practice to build each part compensating for the weakest section for a part and allowing more margin and mass in the rest of the structure. Lockheed Martin's research will help machines make decisions about how to optimize structures based on previously verified analysis. That verified analysis and integration into a 3-D printing robotic system is core to this new contract. Lockheed Martin, along with its strong team, will vet common types of microstructures used in an additive build. Although invisible from the outside, a part could have slightly different microstructures on the inside. The team will measure the performance attributes of the machine parameters, these microstructures and align them to material properties before integrating this knowledge into a working system. With this complete set of information, machines will be able to make decisions about how to print a part that ensures good performance. The team is starting with the most common titanium alloy, Ti-6AI-4V, and integrating the related research with seven industry, national lab and university partners. About Lockheed Martin Headquartered in Bethesda, Maryland, Lockheed Martin is a global security and aerospace company that employs approximately 100,000 people worldwide and is principally engaged in the research, design, development, manufacture, integration and sustainment of advanced technology systems, products and services. This year the company received three Edison Awards for ground-breaking innovations in autonomy, satellite technology and directed energy. SOURCE Lockheed Martin https://news.lockheedmartin.com/2018-10-01-Lockheed-Martin-Contract-to-Marry-Machine-Learning-with-3-D-Printing-for-More-Reliable-Parts

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  9 mai 2019 | International, Aérospatial

  Smart drones to command and launch smarter missiles

  By: Kelsey D. Atherton The future of war is a synergy in euphemisms, launched as a co-branding event. AeroVironment — maker of missile systems, including the one-way guided flying “switchblade” missile — announced May 7 that it is partnering with Kratos, maker of target and combat drones. The desired effect is cheap but smart drones to launch cheaper but smart missiles. It's an attempt at answering a question that has plagued the United States since the dawn of the jet age: As the costs of piloted craft go up, can anything be done to restore a numerical advantage in the sky? “AeroVironment tube-launched small unmanned aircraft and tactical missile systems to be integrated with Kratos high-speed, low-cost attritable drones to dramatically enhance situational awareness and system effectiveness,” reads the announcement. Switchblade is tube-launched, and it flies like a small unmanned aircraft up until the point where it hits its target and explodes. “Tactical missile system” is the formal term, though it's also known as a kamikaze drone or a suicide drone. Its flight time is too short to lump it in with the larger category of “loitering munitions,” but they're kindred spirits in function. As sensors got cheap and powerful and small, smart missiles with drone-like navigation systems became possible. The high-speed low-cost attritable drone made by Kratos is the Mako, an adaptation of the company's BQM-167 Aerial Target. Like the roughly $900,000 apiece target it's based upon, the Mako is designed to be cheap enough that it can be fielded in numbers and replaced without straining the Pentagon's budget. (In 2017, the combat-capable Mako was pitched as costing between $1.5 million and $2 million each. Not cheap in most senses, but relative to the going rate for a fifth-generation fighter, it's a bargain.) Taken together, the Switchblade and the Mako could be “attritable aerial assets,” flying things that are useful, but not so expensive that losing them drastically alters the ability of commanders to direct fights or of pilots to win them. Cheap and flying alone doesn't win much on its own; the craft have to prove that they can actually perform the tasks assigned them. Here, here is that crucial synergy. Kratos and AeroVironment are working together to see if the Mako can launch, communicate with and control Switchblades. The larger drone would serve as a node in a network between a human and the airborne munition. The exact location of control, between the drone and the flying munitions and the human directing them, is unclear. Would the Switchblades seek targets based on what the Mako's sensors could spot? Would that information get relayed to the human controller in time to approve of or call off the strike? These are questions that can be answered in the course of a development. If the combination of drone mothership and munition wingmates works, it could reduce the overall material cost of conducting an airstrike, while likely leaving unchanged the potential human toll. https://www.c4isrnet.com/unmanned/2019/05/08/smart-drones-to-command-and-launch-smarter-missiles

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  12 juin 2024 | International, Sécurité

  New Phishing Campaign Deploys WARMCOOKIE Backdoor Targeting Job Seekers

  Learn about WARMCOOKIE, a new Windows backdoor targeting job seekers in a sophisticated phishing campaign.