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All Defense & National Security AI Use Cases
Accelerate product discovery based on modelling of componentsAssess building damage from weather or natural disasters with drones and satellite delivered imageryAutomate aircraft pilotingAutomate code breakingAutomate cybersecurity systemsAutomate operation of military installations e.g. sentry gunsCensor user generated content on social media and other platformsCollate and visualise connected dataCrack security systemsDeploy decoy assets to support activities such as network security managementDeploy robots to replace human staffDetect fake biometric credentialsDetect manipulated or falsified mediaDetect potentially fraudulent or nefarious usersDetect suspicious nautical vessel activity indicating overfishing or smugglingDigitise and automate processes using Robotic Process Automation (RPA)Discover anomalies across fleet of vehicle sensor data to identify potential risksDiscover anomalies in data scanned from spaceEnable self-learning option generation in CAD softwareGenerate synthetic datasets for deep learningIdentify concealed weapons with radarIdentify illegal or inappropriate images on devices confiscated by the policeIdentify illicit use of natural resources, including land and forestIdentify individual''s activity likely to result in accidentsIdentify items of concern in the mailIdentify people through wallsIdentify persons of interest to law enforcement through facial recognitionIdentify physical properties of scanned imagesIdentify security-related individual targets from range of data including sensors, camera feeds and suspect activityIdentify social media users through cross platform facial recognition to deploy phishing or marketingIdentify with satellite imagery areas of need for targeted supportIntegrate security systems at public entertainment venues such as sports stadiumsManage cybersecurity threats and regulatory reportingMimic creature or animal behaviour with drones or roboticsMininise need for sensors through generating likely input data from other sourcesMonitor animal populationsMonitor potential threats across battle spaceMonitor transport fleet networks in real time to ensure safety of passengers and driversMonitor travellers for immigration controlOptimise and target labour allocation for publicly provided servicesOptimise procurement strategy to reduce costs for large government agenciesPersonalise public services to target individual citizens depending on situationPilot and resupply drone independentlyPilot military vehicles - on land, sea, air and spacePredict cybersecurity risksPredict hazardous locations and establishments based on open source dataPredict individual demographics using facial recognitionPredict likelihood of recividism or criminal activity on an individual basisPredict likelihood of traffic accidents or queues and optimise traffic system to reduce the riskPredict maintenance requirementsPredict risk from natural disasters such as wildfiresPredict risk of problems for physical assets including military equipment and recommend proactive maintenancePredict testing outcomesRe-examine data from historic research to discover new applicationsStreamline airport passenger processes with facial recognition technologyStress test biometric seurity systemsSupport review and design of supplier contractsTrack and predict risk of likely criminal activity by individualsTranslate languages in real time to facilitate understandingVisualise and recognise road layout, other vehicles and pedestrians and potential risks to empower predictive driving
Defense & National Security Case Studies
Airbus is investing in developing autonomous passenger aircraftAirbus is offering a virtual assistant for astronauts that gives companionship and expert advice while in space through a neural network based astronaut assistance systemAirbus used deep machine vision to detect clouds in satellites decreasing the error rate from 11% to 3%Beijing Police identify people by their walking gait from up to 50 metres awayChinese authorities trial facial recognition technology to identify parallel traders at Hong Kong-Shenzhen borderChinese facial recognition technology mistakes businesswoman''s face on bus ad for someone actually jaywalkingCincinnati Children’s Hospital Medical Centre predicted at expert-level 91% accuracy which students are at higher risk of perpetrating school violence using machine learning on interview scoresDARPA simulates flight and landing of Boeing 737 by an AI-driven robot co-pilotDeep Sentinel identifies neighbourhood security threats using machine vision that can detect potential intruders and other eventsDurham Police Constabulary improves custody decisions by predicting whether offenders will re-offend using machine learning that results in 98% avoidance of false negativesDutch police plan to use machine learning to detect illegal substances sent in the mail based on X-raysEnigma Pattern cracked the German WW2 Enigma code in just under 13 minutes by recognising German language patternsFBI maintains law enforcement database searchable by facial recognitionHM Prison Service trials facial recognition to identify visitors and reduce contrabandHanwha Aerospace supply Korean military with SGR-A1 autonomous sentry gun to protect their border with North KoreaHomeland Security tests facial recognition technology around the White HouseIndian Army plans AI driven translation to communicate with Chinese soldiers in real-timeJiangxi Province Police in China used facial recognition technology to identify and arrest a single person of interest in a concert crowd of 60,000Labsix researchers generate images and objects which deceive Google''s image classifier successfully 96% and 84% of the time but remain undetectable to humansLondon Metropolitan Police plan automatically detecting illegal and inappropriate material on confiscated devicesMalaysia''s Auxiliary Force improves pubic security by equipping officers withNASA and Autodesk reduce the weight of designs for space craft lander by 35% using machine learning for generative designNASA automates 86% of HR transactions through Robotic Process Automation, RPA, of administrative tasksNASA replaced output from a faulty sensor in space by using other sensor data to predict the ultraviolet radiation sensor measurements with 97% accuracyNASA successfully researchers detection of anomalies in rocket propulsion using machine learningNetherlands police prioritises which cold cases merit further investigation using DNA new testing techniques through AI analysisNew Delhi Police plans to manage traffic in the city using camera sensors and machine learningNew Delhi Police reunites 2900 children who were in temporary care institutions with their families using facial recognitionOne concern optimises emergency crews distribution during natural disasters with machine learningOrlando Police Department cross-references faces against persons of interest in a pilot use of facial recognition technologyPatriot One are developing concealed weapon identification from deploying machine learning on radar-generated imagesPentagon research project to build threat warning system to counter North Korean nuclear programme.Researchers at UC Berkeley find 72 previously undetected bursts in data gathered on FRB 121102 using machine learningResearchers from the University of California San Diego trained gliders to autonomously navigate atmospheric thermals with reinforcement learningResearchers from various universities and labs enhance flood data collection with natural language processing and machine visionRolls Royce to identify operational issues in advance using machine learning analyticsSmiths Detection detects lithium-ion batteries in airport luggage using deep learningSouth Wales police had a 92% false positive rate using facial recognition at the 2017 Champions League finalSpanish National Police identifies false robbery reports with over 80% accuracy using machine learning and natural language processingThe British Army is operating an unmanned air vehicle which is able to take-off, fly and land autonomouslyThe EU to pilot automated border-control system to enhance security at bordersThe FBI is requesting product proposals for identifying distorted fingerprints through the use of machine learningThe London Metropolitan Police trial facial recognition in central areas to identify wanted persons during the holiday seasonThe Motor Vehicles Department in Kerala detects lack of seatbelt or helmet usage in motor vehicles in with 98% accuracy in trialThe NYPD searched through surveillance footage using facial recognitionThe US Department of Defense aims at increasing drone effectiveness by analysing collected footage with machine visionThe US Department of Homeland Security plans to pilot identifying travellers leaving the United States via automobile using a facial recognition systemThe US Department of Homeland Security to enhance security at borders through facial biometric technologyThe US National Security Agency achieves false positive rate of 0.008% for identifying potential terrorist accomplices using machine learningThe identifies impostors at airports with facial recognition technologyUS Army plans to test machine learning for predictive maintenance on combat vehiclesUS Army test computer vision for an enemy infrastructure recognition system in real-timeUS Department of Homeland Security has tested identifying illegal immigrants with lie-detecting computer kiosks equipped with artificial intelligenceUS Department of the Air Force plans to use AI system to assist employees with acquisition and procurement rules and guidelinesUS Justice system standardises bail permission through deploying algorithms but generates significant debate on biased outcomesUniversity of Southern California researchers predict risk of violent protest with a Twitter-based modelUniversity of Technology Sydney develops deep learning-enabled UAV to save swimmers from sharksWest Midlands Police anticipates violent crime with predictive policing using machine learningWildlife Protection Solutions combats illegal wildlife poaching with deep learning