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June 27, 2019 | International, Aerospace, Other Defence

The Air Force’s 5 principles to advance artificial intelligence

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The Air Force has been on an almost three-year journey to integrate artificial intelligence into operations and that effort will soon be more apparent as the service plans to declassify its artificial intelligence strategy, Capt. Michael Kanaan, the service's co-chair for artificial intelligence, said June 26 at the AI World Government Conference in Washington, D.C.

“We had to find a way to get us to a place where we could talk about AI in a pragmatic, principled, meaningful way,” said Kanaan.

During his speech, Kanaan laid out five principles that have guided the Air Force with artificial intelligence in the meantime. They are:

1. Technological barriers will be a significant hurdle.

Kanaan said the service has made it a point to limit technological obstacles. However, one problem contractors may face is higher priced products geared toward security-driven government programs versus the same, less expensive commercial programs. A new attitude toward commercial off-the-shelf technology within the service can help, he said.

“Too often working with our agencies, they have to take risks in the framework of time, people and bespoke unique solutions to deploy on your systems,” Kanaan said. However, this does not have to be the case. “Accept commercial standards because unclassified does not mean un-secured."

2. Data needs to be treated like a strategic asset.

“We used to ask the question, if a tree falls in the forest does it make a sound. Well, in the 21st century the real question to ask is was something there to measure it,” he said. He explained this involves looking at when and how to digitize workflows.

3. The Air Force must be able to democratize access to AI.

“This is an opportunity now to say, machine learning as our end state, if done right, should be readable to everyone else,” Kanaan said.

This will involve balancing support and operations and taking into consider the reality that the demographics of the traditional workforce are going to shift, Kanaan explained.

“Not looking at the top one percent, but focusing on the 99 percent of our workforce,” he said. “The Air Force, of those 450,000 people, 88 percent are millennials [adults under 40]."

Looking to digital natives in the integration process will be valuable because this younger slice of the workforce already has insights into how this technology works.

4. Computer skills must be viewed as strategic assets.

Just as the Defense Department has treated foreign language skills as an asset, Kanaan said, the Air Force must view computer skills the same way.

In the United States, 50,000 graduates qualified for 500,000 technology-based jobs each year, and the Air Force must promote emerging technology skills the way it did traditional electrical engineering, astronautics and aeronautics during the space race, Kanaan said. “I believe that it is time for another national defense education act," Kanaan said.

5. Communication, transparency and cooperation are imperative.

As innovations are made, communication, transparency and cooperation are necessary for discussions with international governments, industry and academic partners, Kanaan said.

“As Americans we should be communicating about the ethics of artificial intelligence and how we view society every single day. These are important topics and they do provide that signal to the rest of the world that we view our society in different ways than maybe some others and our values and norms are important because AI at its end state bolsters our biases.”

Most importantly, these issues must be addressed sooner rather than later, Kanaan said.

https://www.c4isrnet.com/artificial-intelligence/2019/06/26/the-air-forces-5-principles-to-advance-artificial-intelligence/

On the same subject

  • US Navy’s focus on rapid acquisition is opening up opportunities for Europe

    August 14, 2018 | International, Naval

    US Navy’s focus on rapid acquisition is opening up opportunities for Europe

    By: David B. Larter WASHINGTON — The U.S. Navy intends to get much bigger, and that has meant new openings for European companies in the U.S. defense market. The Navy's new over-the-horizon missile destined for the littoral combat ship and the future frigate was recently awarded to the Norwegian firm Kongsberg, in partnership with U.S. company Raytheon, for its Naval Strike Missile. The future frigate program itself has awarded contracts to Spain's Navantia and Italy's Fincantieri for design work before the Navy selects a design later this year, meaning the service's next surface combatant may be a European design. And for the Navy's future training helicopter, both Franco-Dutch company Airbus and Italian firm Leonardo are top competitors for that program. Analysts say the Navy's recent surge in interest has been spurred by a confluence of circumstances that could mean even more opportunities for foreign companies looking to break into the U.S. market. Increased defense budgets are one reason the European companies have been seeing more business from the Navy and other American military branches. But a shift in the way the Defense Department tries to fill capabilities gaps has made the space more competitive for overseas firms, said Dan Gouré, a defense analyst with the Lexington Institute think tank. As the Navy and other services have shifted toward great power competition, it has found a number of capabilities that were not hugely important in a unipolar world have again become requirements with the reemergence of Russia and the rise of China as security threats. One such area is the small surface combatant, or FFG(X) program, which would be needed to escort supply convoys and work as a survivable sensor node in a larger surface combatant network. “With the frigate, for example, we hadn't built one of those in 40 years, but the Europeans have been building them for decades,” Gouré noted. “And if we needed a diesel-electric sub, they'd of course be the first in line.” This emphasis on speed of acquisition has also helped because the Navy and the rest of the Department of Defense are reluctant to get tied down by a yearslong, inevitably over-budget development process unless necessary, Gouré said. “The trend has been toward [other transaction authority] contracts, and that has made the European companies credible competitors,” he said. Another factor is that the Navy has been more willing to make trades on capabilities, said Bryan Clark, an analyst with the Center for Strategic and Budgetary Assessments. “I think what's new is that the Navy is openly seeking foreign proposals for some of these major new programs,” Clark said. “Foreign companies have always been able to submit proposals in response to RFPs, but usually they don't offer the high-end capability the U.S. is usually seeking. “The big change is that the Navy is willing to get a less-sophisticated capability in to get a design that is more mature.” In the case of the Navy's trainer helicopter competition, past success with European companies inside the DoD could be a driving factor in Airbus' and Leonardo's competitive bids. Airbus' North American division has been successful with the U.S. Army's Lakota program, built by Airbus Helicopters in Columbus, Mississippi, which is where the company would build its H135 helicopter if selected for the program. The Army has been happy with Lakota, so much so that it has been pushing to buy more of the airframes despite legal battles over the contracts. But the success of Airbus Helicopters with the Army is possible for much the same reason that, for example, Australian-owned Austal USA has been successful building both the trimaran version of the littoral combat ship and the expeditionary fast transport: a major manufacturing infrastructure investment in the United States. And that kind of cash outlay for a program can scare away European competitors. Getting around “Buy American” provisions would literally take an act of Congress. Despite having already developed, tested and fielded the capability the Navy wants, Kongsberg had to team with American defense giant Raytheon to sell its missile to the DoD. The “Buy American” provisions laid down and regularly upheld by Congress for defense procurement does have protectionist overtones, but there is a national security argument as well. In the event of a major, protracted conflict with Russia or China, it wouldn't be advantageous to have major suppliers located an ocean away or in occupied territory. And maintaining the industrial base has long been a concern of the U.S. Navy because of the limited the number of trained workers with experience who are building ships and nuclear reactors. Navy officials have testified that the shrinking industrial base, including the shipbuilders and the litany of subcontractors and vendors, is a significant concern. In 2015, then-head of the Navy's research, development and acquisition office Sean Stackley testified before Congress that some of the shipyards were just a contract away from going under. “We have eight shipyards currently building U.S. Navy ships. And of those eight shipyards, about half of them are a single contract away from being what I would call ‘not viable,' ” Stackley told the Senate Armed Services Committee. “In other words, the workload drops below the point at which the shipyard can sustain the investment that it needs to be competitive and the loss of skilled labor that comes with the breakage of a contract.” https://www.defensenews.com/top-100/2018/08/09/us-navys-focus-on-rapid-acquisition-is-opening-up-opportunities-for-europe/

  • Top 100 for 2018

    August 13, 2018 | International, Aerospace, Naval, Land, C4ISR

    Top 100 for 2018

    Rank Last Year's Rank Company Leadership Country 2017 Defense Revenue* (in millions) 2016 Defense Revenue* (in millions) % Defense Revenue Change 2017 Total Revenue* (in millions) Revenue From Defense 1 1 Lockheed Martin 1 Marillyn Hewson, Chairman, President and CEO U.S. $47,985.00 $43,468.00 10% $51,048.00 94% 2 4 Raytheon Company 1 Thomas Kennedy, Chairman and CEO U.S. $23,573.64 $22,384.17 5% $25,348.00 93% 3 3 BAE Systems Jerry DeMuro, President and CEO U.K. $22,380.04 $23,621.84 -5% $25,288.20 88% 4 5 Northrop Grumman 2 Wes Bush, Chairman and CEO U.S. $21,700.00 $20,200.00 7% $25,803.00 84% 5 2 Boeing 3 Dennis Muilenburg, President and CEO U.S. $20,561.00 $20,180.00 2% $94,005.00 22% 6 6 General Dynamics 4 Phebe Novakovic, Chairman and CEO U.S. $19,587.00 $19,696.00 -1% $30,973.00 63% 7 7 Airbus Thomas Enders, CEO Netherlands/France $11,185.91 $12,321.00 -9% $75,702.63 15% 8 11 Almaz-Antey 5 Yan Novikov, CEO Russia $9,125.02 $6,581.69 39% $9,125.02 100% 9 10 Thales Patrice Caine, Chairman and CEO France $8,926.13 $8,362.00 7% $17,852.26 50% 10 9 Leonardo Alessandro Profumo, CEO Italy $8,856.48 $8,526.22 4% $13,024.24 68% Full top 100: http://people.defensenews.com/top-100/

  • What will top the Space Force to-do list?

    August 30, 2018 | International, C4ISR

    What will top the Space Force to-do list?

    By: Kelsey Atherton In the late 1980s and early 1990s, the Air Force's Global Positioning System was a continuous target. “Every year [as] we went through the budget cycle the United States Air Force ... tried to kill the GPS program,” Gen. John Hyten, now head of U.S. Strategic Command, said during a 2015 speech. “Why would they kill the GPS program? It's really very simple: ‘Why would we need a satellite navigation system when we have perfectly good [inertial navigation system, or] INS for airplanes? Why would we do it?' Nobody could see the future of what GPS was going to bring to the world.” First developed and launched late in the Cold War, GPS made its combat debut in Operations Desert Shield and Desert Storm and ever since has informed the movements and targeting capabilities of the Department of Defense. More than that, since GPS signals were opened to the commercial world, everything from road trips to finding new restaurants to the entire development of self-driving cars has hinged around accessing the reliable signals, that let machines and people know exactly where they are in time and space. The whole architecture is simultaneously vital and vulnerable and, in the era of a pending Space Force, an unspoken mandate is that it has never been more important that the United States ensure the signal endures. It is the potential risk of losing GPS, and everything else supported by the satellite network, that serves as the foundation for much of the discussion around a new Space Force. For as long as humans have put objects into orbit, space has been a military domain, but one with a curious distinction from other fighting theaters: while land, sea and air have all seen direct armed confrontation, space is instead a storehouse for sensors, where weapons are vanishingly rare and have yet to be used in anger. “Capabilities that we have built that we now take for granted in the Air Force, the whole [remotely piloted aircraft, or RPA] fleet that we fly, is impossible without space,” Hyten said at another speech in 2015. “You cannot have Creech Air Force Base without space because the operators at Creech reach out and talk to their RPAs via satellite links. Those aircraft are guided by GPS. You take away GPS, you take away SATCOM, you take away RPAs. They don't exist anymore. All those things are fundamentally changed in the Air Force.” Looking over the horizon Missiles remain the most effective way for nations to reach out and mess with something in orbit, and so long as GPS satellites cost around $500 million to build and launch, the cost of destroying a satellite will remain cheaper than fielding satellites. There is a double asymmetry here: not only are the satellites that power the GPS network expensive to build and launch, but the United States relies on this network to a far greater extent than any adversary that might decide to shoot those satellites down. This vulnerability is one reason that the Defense Advanced Research Projects Agency is funding development of networks of smaller satellites, which are individually less capable than existing models but are cheaper to field and replace and will deploy in greater numbers, making destruction by missile a much more expensive proposition. Blackjack, the DARPA program that aims to do this, is focused on military communications satellites first, though the approach may have lessons for other satellite functions. “Better distribution, disaggregation and diversity of space capabilities can make them more resilient against attacks,” said Brian Weeden, director of program planning for the Secure World Foundation. “But the specific answer of how best to do that might be different for each capability. The specific techniques to make [position, navigation and timing, or] PNT more resilient may be different than the techniques needed to make satellite communications more resilient.” Missiles are not the only threat faced by satellites in orbit. An April 2018 report by the Secure World Foundation on Global Counterspace Capabilities details the full spectrum of weapons and tools for disrupting objects in orbit, and also the nations and, in some instances, nonstate actors that can field those tools. The nations with counterspace programs highlighted in the report include China, Russia, the United States, Iran, North Korea and India, all of which (barring Iran) are also nuclear-armed nations. Beyond anti-satellite missiles, which only China, Russia and the United States have demonstrated, the other means of messing up a satellite are the familiar bugaboos of modern machines: electronic warfare, jamming and cyberattacks. “The most important thing is that it's not always about the satellites in space. Space capabilities include the satellites, the user terminal/receivers, and the signals being broadcast between them. Disrupting any one of those segments could lead to loss of the capability,” Weeden said. “In many cases, it's far easier to jam a satellite capability rather than destroy the satellite. And, from a military perspective, the end effect is what's important.” A satellite that cannot broadcast or whose signal cannot overcome the strength of a jammer is a satellite that is functionally offline, and the means to disable satellites extend beyond the traditional strengths of near-peer competitors to the United States and down even to nonstate actors. In 2007, the Tamil Tigers reportedly hacked the ground nodes for a commercial satellite and were able to gain control of its broadcasting capabilities, and in 2008 a set of hackers demonstrated they could eavesdrop on supposedly secure Iridium signals. A decade has passed since those demonstrations, but satellite architectures change slowly, in waves of half-a-billion dollar machines launched over time. Should a vulnerability be found on the ground, there's lag time between how long it can be exploited and how long it can be rendered inert. What happens if the GPS signal stutters out of sync with time? Everything about how GPS works is bound up in its ability to precisely and consistently track time. Knowing where something is depends on knowing when something was. Without the entire network of automatic navigation aids they've built their lives around, people will fumble. Consider what happened for 11 hours on Jan. 26, 2016. “The root cause was a bug in the GPS network,” wrote Paul Tullis in Bloomberg. “When the U.S. Air Force, which operates the 31 satellites, decommissioned an older one and zeroed out its database values, it accidentally introduced tiny errors into the database, skewing the numbers. By the time Buckner's inbox started blowing up, several satellites were transmitting bad timing data, running slow by 13.7 millionths of a second.” Tullis goes on to detail the possibility and plans for a redundant ground-based navigation system that could let GPS-dependent functions of commercial machines keep working, even if a satellite slips out of sync. There is an international agreement to eventually make all signals across the Global Navigation Satellite System (GPS, Galileo, etc.) broadcast compatible civil signals. This would improve the redundancy among day-to-day civilian applications dependent upon GPS, but it would do very little for the military signals. “There is no such compatibility between the military signals of the different constellations,” says Weeden. “In fact, during negotiations with the European Union the U.S. demanded that the Galileo protected/military signal be made separate from the GPS military signal. It is possible to create receivers that can pull in the military signals from both GPS and Galileo, but it's not easy to do so securely.” GPS III, which Lockheed Martin is building, will mitigate some of this when those satellites are on orbit: the new hardware is designed with stronger signals that will make them harder to jam, but that will also require new receivers on the ground. While developers are working on making those new receivers, one way to build in redundancy would be to make GPS receivers that can use both Galileo and GPS military signals, suggests Weeden. That's a technical solution that requires at least some political finesse to achieve, but it's one possibility for making existing infrastructure more redundant. “But there are also other ways to get precision timing and navigation other than from GPS, such as better gyroscopes or even using airborne or terrestrial broadcasts of PNT signals,” says Weeden. “These alternatives are probably not going to be as easy to use or have other drawbacks compared to GPS, but they're better than nothing.” Redundant systems or complementary systems provide a safeguard against spoofing, when a navigation system is fed false GPS coordinates in order to reroute it. Big changes in inputs are easy for humans monitoring the system, say a car's navigation or a drone flying by GPS coordinates, to spot, but subtle changes can be accepted as normal, lost as noise, and then lead people or cars or drones into places they did not plan on going. The next generation of threats Protecting the integrity of satellite communications from malicious interference is the centerpiece of a report from the Belfer Center, entitled “Job One for Space Force: Space Asset Cybersecurity.” The report's author, Gregory Falco, outlines broad goals for organizations that manage objects in space, policymakers, as well as a proposed Information Sharing and Analysis Center for space. These include everything from adopting cybersecurity practices like working with security researchers and encrypting communications to setting up a mechanism for organizations to disclose if their satellites suffered interference or hacking. If the security of GPS is suffering from anything, it is less ignorance of the threat and more complacency in the continued durability of the system as currently operating. “Cybersecurity challenges will only become more substantial as technology continues to evolve and attackers will always find the weakest link to penetrate a target system,” writes Falco. “Today, space assets are that weakest link. Space asset organizations must not wait for policy-makers to take action on this issue, as there are several steps that could be taken to secure their systems without policy guidance.” The fourth domain of space is more directly threatened by threats traveling through the fifth domain of cyberspace than anything else. To the extent that space requires a specialized hand, it is managing from the start to the launch the specific vulnerabilities of orbital assets, and the points at which they are controlled from the ground. Perhaps the way to address that specific problem is a Space Force framed around the physical and cybersecurity needs of satellites. Raytheon is the contractor tasked with building GPS OCX, the next-generation operational control system for the satellite network. After years of delay in the program, Block 0 of the OCX deployed in September 2017, putting in place a system that could manage the launch and early orbit management of the new GPS satellites. Besides managing the satellites, the control system has to ensure that only the right people access the controls, and that means extensive cybersecurity. Raytheon says that, together with the Air Force, the company recently completed two cybersecurity assessments, including a simulated attack by an adversary. While Air Force classification prevents Raytheon from disclosing the results of that test, the company's president of intelligence, information and services, Dave Wajsgras, offered this: “We've built a layered defense and implemented all information assurance requirements for the program into this system. We're cognizant that the cyber threat will always change, so we've built GPS OCX to evolve and to make sure it's always operating at this level of protection.” Ideally, this massive job of protecting GPS will fall to the Space Force. “One of the big drivers for the Space Force is improving the space acquisitions process, and another is developing better ways to defend U.S. military satellites against attack,” says Weeden. “So, in that context, the Space Force debate could impact the future of GPS.” Yet many of the answers to vulnerabilities in space are not found in orbit, and it's possible that shifting the full responsibility for signal security to a body built around managing satellites would miss the ways greater signal redundancy can be built in atmospheric or terrestrial systems. The Army and Navy are funding GPS alternatives, but that funding is minuscule by Pentagon standards. “The United States should take smart steps to make its space force more resilient,” writes Paul Scharre of the Center for New American Security, “but the U.S. also needs to be investing in ways to fight without space, given the inherent vulnerabilities in the domain.” https://www.c4isrnet.com/c2-comms/satellites/2018/08/29/what-will-top-the-space-force-to-do-list

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