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Vulnerabilities And Challenges Of Integrating Ai Into Future Air Force Intelligence Systems
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Book Synopsis Vulnerabilities and Challenges of Integrating AI Into Future Air Force Intelligence Systems by : Mariko Hart
Download or read book Vulnerabilities and Challenges of Integrating AI Into Future Air Force Intelligence Systems written by Mariko Hart and published by . This book was released on 2020 with total page 22 pages. Available in PDF, EPUB and Kindle. Book excerpt: "DoD and Air Force leaders have identified Artificial Intelligence (AI) as a gamechanging technology that will help the Air Force Intelligence, Surveillance, and Reconnaissance (ISR) enterprise overcome perennial challenges with speed and scale of intelligence analysis required for great power conflict. The Sensing Grid concept (recently renamed Sensor Integration) was introduced as a future framework to integrate AI and Cognitive Modeling tools for Air Force ISR, but there is little discussion about adversary threats and ethical considerations that should inform the design and functionality of the system. In order to prepare the human and organizational terrain within the Air Force to integrate a highly automated, AI-enabled intelligence analysis system, enterprise leaders must advocate for a human-centric design that takes lessons learned from historical human-machine teaming successes and failures. Leaders must also take a proactive approach to training the Air Force ISR workforce to team effectively with revolutionary but imperfect AI technology."--Abstract.
Author :National Academies of Sciences Engineering and Medicine Publisher : ISBN 13 :9780309704397 Total Pages :0 pages Book Rating :4.7/5 (43 download)
Book Synopsis Test and Evaluation Challenges in Artificial Intelligence-Enabled Systems for the Department of the Air Force by : National Academies of Sciences Engineering and Medicine
Download or read book Test and Evaluation Challenges in Artificial Intelligence-Enabled Systems for the Department of the Air Force written by National Academies of Sciences Engineering and Medicine and published by . This book was released on 2023-10-07 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Department of the Air Force (DAF) is in the early stages of incorporating modern artificial intelligence (AI) technologies into its systems and operations. The integration of AI-enabled capabilities across the DAF will accelerate over the next few years. At the request of DAF Air and Space Forces, this report examines the Air Force Test Center technical capabilities and capacity to conduct rigorous and objective tests, evaluations, and assessments of AI-enabled systems under operational conditions and against realistic threats. This report explores both the opportunities and challenges inherent in integrating AI at speed and at scale across the DAF.
Author :National Academies of Sciences, Engineering, and Medicine Publisher : ISBN 13 :9780309670234 Total Pages :122 pages Book Rating :4.6/5 (72 download)
Book Synopsis Energizing Data-Driven Operations at the Tactical Edge by : National Academies of Sciences, Engineering, and Medicine
Download or read book Energizing Data-Driven Operations at the Tactical Edge written by National Academies of Sciences, Engineering, and Medicine and published by . This book was released on 2021-07-28 with total page 122 pages. Available in PDF, EPUB and Kindle. Book excerpt: Significant efforts are ongoing within the U.S. Air Force (USAF) to improve national security and competitiveness by harnessing the growing power of information technologies, such as artificial intelligence (AI) and robotics. Product and process technologies are being researched, experimented with, and integrated into future warfighting concepts and plans. A significant part of this effort is focused on integrating operations, from the strategic to the tactical and across all lines of effort. A question that must be asked in considering these future warfighting concepts is: how will the devices that enable the knowledge-based future be powered? The abundant energy supplies that characterize peacetime operating environments may not be readily available at the far reaches of the force projections - the tactical edge - during conflict. Understanding the energy challenges associated with continued data collection, processing, storage, analysis, and communications at the tactical edge is an important part of developing the plans for meeting the future competition on the battlefield. This report identifies challenges and issues associated with energy needs at the tactical edge as well as any potential for solutions to be considered in the future to help address these challenges. The recommendations of Energizing Data-Driven Operations at the Tactical Edge address understanding these requirement needs and the cascading effects of not meeting those needs, integrating energy needs for data processing into mission and unit readiness assessments, and research into product and process technologies to address energy-efficient computation, resilience, interoperability, and alternative solutions to energy management at the tactical edge.
Book Synopsis Technology Innovation and the Future of Air Force Intelligence Analysis by : LANCE. METHE
Download or read book Technology Innovation and the Future of Air Force Intelligence Analysis written by LANCE. METHE and published by . This book was released on 2021-01-27 with total page 46 pages. Available in PDF, EPUB and Kindle. Book excerpt: There is growing demand for the Air Force Distributed Common Ground System (AF DCGS) to analyze sensor data. The authors assessed how new tools and technologies, including artificial intelligence and machine learning (AI/ML), can help meet these demands. The authors assessed AF DCGS tools and processes, surveyed the state of the art in AI/ML methods, and examined best practices to encourage innovation and to incorporate new tools.
Author :Stephan De Spiegeleire Publisher :The Hague Centre for Strategic Studies ISBN 13 :9492102544 Total Pages :140 pages Book Rating :4.4/5 (921 download)
Book Synopsis Artificial Intelligence and the Future of Defense by : Stephan De Spiegeleire
Download or read book Artificial Intelligence and the Future of Defense written by Stephan De Spiegeleire and published by The Hague Centre for Strategic Studies. This book was released on 2017-05-17 with total page 140 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial intelligence (AI) is on everybody’s minds these days. Most of the world’s leading companies are making massive investments in it. Governments are scrambling to catch up. Every single one of us who uses Google Search or any of the new digital assistants on our smartphones has witnessed first-hand how quickly these developments now go. Many analysts foresee truly disruptive changes in education, employment, health, knowledge generation, mobility, etc. But what will AI mean for defense and security? In a new study HCSS offers a unique perspective on this question. Most studies to date quickly jump from AI to autonomous (mostly weapon) systems. They anticipate future armed forces that mostly resemble today’s armed forces, engaging in fairly similar types of activities with a still primarily industrial-kinetic capability bundle that would increasingly be AI-augmented. The authors of this study argue that AI may have a far more transformational impact on defense and security whereby new incarnations of ‘armed force’ start doing different things in novel ways. The report sketches a much broader option space within which defense and security organizations (DSOs) may wish to invest in successive generations of AI technologies. It suggests that some of the most promising investment opportunities to start generating the sustainable security effects that our polities, societies and economies expect may lie in in the realms of prevention and resilience. Also in those areas any large-scale application of AI will have to result from a preliminary open-minded (on all sides) public debate on its legal, ethical and privacy implications. The authors submit, however, that such a debate would be more fruitful than the current heated discussions about ‘killer drones’ or robots. Finally, the study suggests that the advent of artificial super-intelligence (i.e. AI that is superior across the board to human intelligence), which many experts now put firmly within the longer-term planning horizons of our DSOs, presents us with unprecedented risks but also opportunities that we have to start to explore. The report contains an overview of the role that ‘intelligence’ - the computational part of the ability to achieve goals in the world - has played in defense and security throughout human history; a primer on AI (what it is, where it comes from and where it stands today - in both civilian and military contexts); a discussion of the broad option space for DSOs it opens up; 12 illustrative use cases across that option space; and a set of recommendations for - especially - small- and medium sized defense and security organizations.
Book Synopsis Advanced Materials and Nano Systems: Theory and Experiment (Part 3) by : Dibya Prakash Rai
Download or read book Advanced Materials and Nano Systems: Theory and Experiment (Part 3) written by Dibya Prakash Rai and published by Bentham Science Publishers. This book was released on 2024-07-19 with total page 338 pages. Available in PDF, EPUB and Kindle. Book excerpt: The discovery of new materials and the manipulation of their exotic properties for device fabrication is crucial for advancing technology. Nanoscience, and the creation of nanomaterials have taken materials science and electronics to new heights for the benefit of mankind. Advanced Materials and Nanosystems: Theory and Experiment covers several topics of nanoscience research. The compiled chapters aim to update readers by highlighting modern developments in materials science theory and experiments. The significant role of new materials in future technology is also demonstrated. The book serves as a reference for curriculum development in technical institutions and research programs in the field of physics, chemistry and applied areas of science like materials science, chemical engineering and electronics. This part covers 11 topics in these areas: 1- Role of Plasmonic Metal-semiconductor Heterostructure in Photo Catalytic Hydrolysis and Degradation of Toxic Dyes 2 -BaZrO3-Based Ceramics and Ceramic Composites as Smart Materials for Advanced Applications 3 -A High-capacity Anode Material for Lithium-ion Batteries is Sili-graphene Type SiC3 4 -An Introduction to the Fabrication of White Light-emitting Diodes 5 -Electronic and Piezoelectric Properties of Nonmetal Doped II-VI Monolayer Compounds 6- A Theoretical Investigation on the New Quaternary MAX-phase Compounds 7- Surface Segregation in Pt 3 Nb and Pt 3 Ti using Density Functional-based Methods. 8- Nanoparticles and Environmental Health 9 -Investigation for Optimum site for adsorption and population effect of Lithium on Silicene Monolayer 10- Strategies for Synthesizing Metal Oxide Nanoparticles and the Challenges 11- Heterogeneous Semiconductor Photocatalysis for Water Purification: Basic Mechanism and Advanced Strategies.
Book Synopsis Powering the Digital Economy: Opportunities and Risks of Artificial Intelligence in Finance by : El Bachir Boukherouaa
Download or read book Powering the Digital Economy: Opportunities and Risks of Artificial Intelligence in Finance written by El Bachir Boukherouaa and published by International Monetary Fund. This book was released on 2021-10-22 with total page 35 pages. Available in PDF, EPUB and Kindle. Book excerpt: This paper discusses the impact of the rapid adoption of artificial intelligence (AI) and machine learning (ML) in the financial sector. It highlights the benefits these technologies bring in terms of financial deepening and efficiency, while raising concerns about its potential in widening the digital divide between advanced and developing economies. The paper advances the discussion on the impact of this technology by distilling and categorizing the unique risks that it could pose to the integrity and stability of the financial system, policy challenges, and potential regulatory approaches. The evolving nature of this technology and its application in finance means that the full extent of its strengths and weaknesses is yet to be fully understood. Given the risk of unexpected pitfalls, countries will need to strengthen prudential oversight.
Author :National Academies of Sciences, Engineering, and Medicine Publisher :National Academies Press ISBN 13 :0309494508 Total Pages :99 pages Book Rating :4.3/5 (94 download)
Book Synopsis Implications of Artificial Intelligence for Cybersecurity by : National Academies of Sciences, Engineering, and Medicine
Download or read book Implications of Artificial Intelligence for Cybersecurity written by National Academies of Sciences, Engineering, and Medicine and published by National Academies Press. This book was released on 2020-01-27 with total page 99 pages. Available in PDF, EPUB and Kindle. Book excerpt: In recent years, interest and progress in the area of artificial intelligence (AI) and machine learning (ML) have boomed, with new applications vigorously pursued across many sectors. At the same time, the computing and communications technologies on which we have come to rely present serious security concerns: cyberattacks have escalated in number, frequency, and impact, drawing increased attention to the vulnerabilities of cyber systems and the need to increase their security. In the face of this changing landscape, there is significant concern and interest among policymakers, security practitioners, technologists, researchers, and the public about the potential implications of AI and ML for cybersecurity. The National Academies of Sciences, Engineering, and Medicine convened a workshop on March 12-13, 2019 to discuss and explore these concerns. This publication summarizes the presentations and discussions from the workshop.
Book Synopsis Artificial Intelligence, Ethics and the Future of Warfare by : Kaushik Roy
Download or read book Artificial Intelligence, Ethics and the Future of Warfare written by Kaushik Roy and published by Taylor & Francis. This book was released on 2024-05-23 with total page 170 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume examines how the adoption of AI technologies is likely to impact strategic and operational planning, and the possible future tactical scenarios for conventional, unconventional, cyber, space and nuclear force structures. In addition to developments in the USA, Britain, Russia and China, the volume also explores how different Asian and European countries are actively integrating AI into their military readiness. It studies the effect of AI and related technologies in training regimens and command structures. The book also covers the ethical and legal aspects of AI augmented warfare. The volume will be of great interest to scholars, students and researchers of military and strategic studies, defence studies, artificial intelligence and ethics.
Book Synopsis Energy Materials by : Bibhu Prasad Swain
Download or read book Energy Materials written by Bibhu Prasad Swain and published by Springer Nature. This book was released on 2023-07-27 with total page 272 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the latest progress in energy materials, energy storage, batteries, and supercapacitors. The contents include topics such as fundamentals of energy materials, photovoltaic materials and devices, electrochemical energy conversion and storage, and lighting and light-emitting diodes. Chapters include experimental approaches to device fabrication, photovoltaics and supercapacitors applications, etc. It also discusses energy materials' characterization, preparation methods, and performance testing techniques. The book provides ideas on the design and development of nanoscale devices and covers various applications of nanomaterials. This book is useful for researchers and professionals working in the fields of materials science.
Book Synopsis Technology Innovation and the Future of Air Force Intelligence Analysis by : Lance Menthe
Download or read book Technology Innovation and the Future of Air Force Intelligence Analysis written by Lance Menthe and published by . This book was released on 2021 with total page 124 pages. Available in PDF, EPUB and Kindle. Book excerpt: Intelligence collections and demand have grown over the past two decades, and intelligence analysts are often performing routine tasks, leaving them unable to conduct larger strategic analyses that are needed to address future threats as outlined by the 2018 National Defense Strategy. The authors provide an in-depth analysis of technologies that could help the Air Force Distributed Common Ground System (AF DCGS) become more effective, efficient, adept at using human capital, and agile. A key point is that artificial intelligence (AI) and machine learning (ML) technologies alone do not solve these intelligence challenges; rather, if they are properly implemented and complemented by human analysts who have the right skills and training, the capabilities can allow the AF DCGS to evolve to better meet warfighter needs. This is the second volume in a series about how AI/ML technology can help the AF DCGS meet the challenges of a demanding intelligence environment and the complexity of future threats envisioned by the 2018 National Defense Strategy. The authors provide more in-depth discussion of project methodology; a primer on AI/ML technology; case studies of analytic challenges in previous operations; best practices for successfully deploying new technologies; and other topics of interest to specialists, stakeholders, and experts.
Book Synopsis Artificial Intelligence and Global Security by : Yvonne R. Masakowski
Download or read book Artificial Intelligence and Global Security written by Yvonne R. Masakowski and published by Emerald Group Publishing. This book was released on 2020-07-15 with total page 216 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial Intelligence and Global Security: Future Trends, Threats and Considerations brings a much-needed perspective on the impact of the integration of Artificial Intelligence (AI) technologies in military affairs. Experts forecast that AI will shape future military operations in ways that will revolutionize warfare.
Book Synopsis Autonomous Horizons by : Greg Zacharias
Download or read book Autonomous Horizons written by Greg Zacharias and published by Independently Published. This book was released on 2019-04-05 with total page 420 pages. Available in PDF, EPUB and Kindle. Book excerpt: Dr. Greg Zacharias, former Chief Scientist of the United States Air Force (2015-18), explores next steps in autonomous systems (AS) development, fielding, and training. Rapid advances in AS development and artificial intelligence (AI) research will change how we think about machines, whether they are individual vehicle platforms or networked enterprises. The payoff will be considerable, affording the US military significant protection for aviators, greater effectiveness in employment, and unlimited opportunities for novel and disruptive concepts of operations. Autonomous Horizons: The Way Forward identifies issues and makes recommendations for the Air Force to take full advantage of this transformational technology.
Book Synopsis Artificial intelligence and the future of warfare by : James Johnson
Download or read book Artificial intelligence and the future of warfare written by James Johnson and published by Manchester University Press. This book was released on 2021-09-14 with total page 186 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume offers an innovative and counter-intuitive study of how and why artificial intelligence-infused weapon systems will affect the strategic stability between nuclear-armed states. Johnson demystifies the hype surrounding artificial intelligence (AI) in the context of nuclear weapons and, more broadly, future warfare. The book highlights the potential, multifaceted intersections of this and other disruptive technology – robotics and autonomy, cyber, drone swarming, big data analytics, and quantum communications – with nuclear stability. Anticipating and preparing for the consequences of the AI-empowered weapon systems are fast becoming a critical task for national security and statecraft. Johnson considers the impact of these trends on deterrence, military escalation, and strategic stability between nuclear-armed states – especially China and the United States. The book draws on a wealth of political and cognitive science, strategic studies, and technical analysis to shed light on the coalescence of developments in AI and other disruptive emerging technologies. Artificial intelligence and the future of warfare sketches a clear picture of the potential impact of AI on the digitized battlefield and broadens our understanding of critical questions for international affairs. AI will profoundly change how wars are fought, and how decision-makers think about nuclear deterrence, escalation management, and strategic stability – but not for the reasons you might think.
Book Synopsis Implications of Artificial Intelligence Integration Into Intelligence Surveillance and Reconnaissance Operations by : Michael D. Baird
Download or read book Implications of Artificial Intelligence Integration Into Intelligence Surveillance and Reconnaissance Operations written by Michael D. Baird and published by . This book was released on 2020 with total page 35 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Artificial Intelligence (AI) is one of the key aspects of recent technological advancements, which will likely have lasting effects on national security and the character of war. Global Integrate Intelligence Surveillance and Reconnaissance (ISR) is a key mission set that will be impacted by AI integration with the potential to cause significant changes to how intelligence personnel perform ISR operations. This presents challenges across the ISR enterprise and potential gaps need to be identified in order to proactively prepare for AI integration into ISR operations. This research paper examined relevant AI driving forces and technologies using a case study framework to examine the advantages and risks of AI integration into ISR operations. Three key gaps of AI integration into ISR operations were identified. First, the ISR enterprise needs to start creating a culture that trusts AI technologies and understand how AI can be integrated into current operations. In addition, the ability to train ISR personnel to operate within a human-machine teaming environment will be difficult and should be developed and executed as soon as possible. Finally, due to the urgency of advancing AI technologies, the ISR enterprise will have unique operational implications that need to be addressed. A proactive approach to creating a culture that embraces AI as well as preparing personnel to operate within a human-machine teaming framework is critical to U.S. national security now and into the future."--Abstract.
Author :National Academies of Sciences, Engineering, and Medicine Publisher :National Academies Press ISBN 13 :0309678129 Total Pages :101 pages Book Rating :4.3/5 (96 download)
Book Synopsis Air Force Software Sustainment and Maintenance of Weapons Systems by : National Academies of Sciences, Engineering, and Medicine
Download or read book Air Force Software Sustainment and Maintenance of Weapons Systems written by National Academies of Sciences, Engineering, and Medicine and published by National Academies Press. This book was released on 2020-08-09 with total page 101 pages. Available in PDF, EPUB and Kindle. Book excerpt: Modern software engineering practices, pioneered by the commercial software community, have begun transforming Department of Defense (DoD) software development, integration processes, and deployment cycles. DoD must further adopt and adapt these practices across the full defense software life cycle - and this adoption has implications for software maintenance and software sustainment across the U.S. defense community. Air Force Software Sustainment and Maintenance of Weapons Systems evaluates the current state of software sustainment within the U.S. Air Force and recommends changes to the software sustainment enterprise. This report assesses how software that is embedded within weapon platforms is currently sustained within the U.S. Air Force; identifies the unique requirements of software sustainment; develops and recommends a software sustainment work breakdown structure; and identifies the necessary personnel skill sets and core competencies for software sustainment.
Book Synopsis Attacking Artificial Intelligence by : Marcus Comiter
Download or read book Attacking Artificial Intelligence written by Marcus Comiter and published by . This book was released on 2019 with total page 81 pages. Available in PDF, EPUB and Kindle. Book excerpt: The methods underpinning the state-of-the-art artificial intelligence systems are systematically vulnerable to a new type of cybersecurity attack called an “artificial intelligence attack.” Using this attack, adversaries can manipulate these systems in order to alter their behavior to serve a malicious end goal. As artificial intelligence systems are further integrated into critical components of society, these artificial intelligence attacks represent an emerging and systematic vulnerability with the potential to have significant effects on the security of the country. These “AI attacks” are fundamentally different from traditional cyberattacks. There are five areas most immediately affected by artificial intelligence attacks: content filters, the military, law enforcement, traditionally human-based tasks being replaced by AI, and civil society. This report seeks to provide policymakers, politicians, industry leaders, and the cybersecurity community an understanding of this emerging problem, identify what areas of society are most immediately vulnerable, and set forth policies that can be adopted to find security in this important new era.
