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In a Battle of AI versus AI, Researchers Are Preparing for the Coming Wave of Deepfake Propaganda
Deepfakes are here to stay. Managing disinformation and protecting the public will be more challenging than ever as artificial intelligence gets more powerful. People may soon be able to watch videos through a specialized tool, which tells them whether or not the videos they are watching are what they seem – or whether the videos are “deepfake,” videos made using artificial intelligence with deep learning. We are part of a growing research community that is taking on the deepfake threat, in which detection is just the first step.
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Marine Organisms as Underwater Detectives
Because marine organisms observe changes in their environment using a combination of senses, they offer unique insights into the underwater world that are difficult to replicate using traditional engineering techniques. DARPA wants to leverage marine organisms for persistent monitoring and detection of underwater vehicles to bolster shores and harbors protection.
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Mini Nuclear Reactor to Solve the E-Truck Recharging Dilemma
Electric semitrucks sound like a great idea, leading to cleaner, carbon-free skies. But the largest cross-country 18-wheel truck needs five to 10 times more electricity than an electric car to recharge its battery. And these trucks often need to recharge far from high-power transmission lines. Where will that electricity come from? Engineers will tell you the answer is clear — microreactors.
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Rapid Rescue of Buried People
When someone is buried by an avalanche, earthquake or other disaster, a rapid rescue can make the difference between life and death. Researchers have developed a new kind of mobile radar device that can search hectare-sized areas quickly and thoroughly.
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Election Manipulation Threatens Democracy, but There Are New tools to Combat Disinformation
The spread of false narratives about the election through social media poses a serious threat to American democracy. The Observatory on Social Media at Indiana University has a collection of tools and studies that aid in the fight against election manipulation and disinformation.
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SOCOM, U.S. Air Force Enlist Primer to Combat Disinformation
Information overload is one of the most pressing challenges facing the U.S. military. Every day, humanity creates 2.5 quintillion bytes of new data, and less than one percent of the total amount of global data has ever been analyzed. Primer secures Phase II SBIR contract to enhance its natural language processing platform to counter disinformation.
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De-Identifying Public Safety Data Sets
For critical applications such as emergency planning and epidemiology, public safety responders may need access to sensitive data, but sharing that data with external analysts can compromise individual privacy. NIST) has launched a crowdsourcing challenge to spur new methods to ensure that important public safety data sets can be de-identified to protect individual privacy.
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Finger Veins-Based 3D Biometric Authentication Almost Impossible to Fool
Biometric authentication, which uses unique anatomical features such as fingerprints or facial features to verify a person’s identity, is increasingly replacing traditional passwords for accessing everything from smartphones to law enforcement systems. A newly developed approach that uses 3D images of finger veins could greatly increase the security of this type of authentication. Combining light and sound adds depth information that boosts security of biometric authentication.
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Addressing Risk, Safety in Fire Containment
As 2020 has shown, wildfire frequency, size and severity are threatening communities and natural resources across the western U.S. As a result, there is a high demand for decision-making to mitigate risk, improve firefighter safety and increase fire containment efficiency.
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Using Drones for Better Prediction of Urban Flooding
The University of Luxembourg and the start-up RSS-Hydro are working together to optimize the prediction of flooding in Burange in the south of Luxembourg. Supported by the City of Dudelange, the project aims at building a unique and precise urban terrain model with the help of drones, aerial and satellite images to feed state-of-the art flood models.
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U.S. Imposes Curbs on Exports by China's Top Chipmaker SMIC
The U.S. government has placed new export restrictions on China’s most advanced maker of computer chips, citing an “unacceptable risk” that equipment sold to the country’s Semiconductor Manufacturing International Corp. (SMIC) could be used for military purposes.
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Radiation Detection System to Protect Major U.S. Metropolitan Region
An exercise last December at the Port Authority of New York and New Jersey was the culmination of a five-year effort to develop and deploy an automated, high-performance, networked radiation detection capability for counterterrorism and continuous city-to-region scale radiological and nuclear threat monitoring.
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Making Highways, Tunnels, and Bridges More Resilient to Extreme Events
The EU-funded RESIST project aims to provide a methodology as well as tools for risk analysis and management for critical highway structures (in the case of bridges and tunnels) that will be applicable to all extreme natural and man-made events, or cyber-attacks to the associated information systems. Its goal is to increase the resilience of seamless transport operation and protect the users and operators of the European transport infrastructure by providing them optimal information.
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The Phish Scale: NIST’s New Tool Lets IT Staff See Why Users Click on Fraudulent Emails
Researchers at the National Institute of Standards and Technology (NIST) have developed a new tool called the Phish Scale that could help organizations better train their employees to avoid a particularly dangerous form of cyberattack known as phishing.
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The Genetic Engineering Genie Is Out of the Bottle
Usually good for a conspiracy theory or two, President Donald Trump has suggested that the virus causing COVID-19 was either intentionally engineered or resulted from a lab accident at the Wuhan Institute of Virology in China. Scientists have now conclusively proved that the virus was not designed in a lab, but Vivek Wadhwa writes that if “genetic engineering wasn’t behind this pandemic, it could very well unleash the next one. With COVID-19 bringing Western economies to their knees, all the world’s dictators now know that pathogens can be as destructive as nuclear missiles.”
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More headlines
The long view
Risk Assessment with Machine Learning
Researchers utilize geological survey data and machine learning algorithms for accurately predicting liquefaction risk in earthquake-prone areas.
Bookshelf: Smartphones Shape War in Hyperconnected World
The smartphone is helping to shape the conduct and representation of contemporary war. A new book argues that as an operative device, the smartphone is now “being used as a central weapon of war.”
New Approach Detects Adversarial Attacks in Multimodal AI Systems
New vulnerabilities have emerged with the rapid advancement and adoption of multimodal foundational AI models, significantly expanding the potential for cybersecurity attacks. Topological signatures key to revealing attacks, identifying origins of threats.