montalvo
Design of a dynamic and self-adapting system, supported with artificial intelligence, machine learning and real-time intelligence for predictive cyber risk analytics
Radanliev, Petar, De Roure, David, Page, Kevin, Van Kleek, Max, Montalvo, Rafael Mantilla, Santos, Omar, Maddox, La Treall, Cannady, Stacy, Burnap, Pete, Anthi, Eirini, Maple, Carsten
This paper surveys deep learning algorithms, IoT cyber security and risk models, and established mathematical formulas to identify the best approach for developing a dynamic and self-adapting system for predictive cyber risk analytics supported with Artificial Intelligence and Machine Learning and real-time intelligence in edge computing. The paper presents a new mathematical approach for integrating concepts for cognition engine design, edge computing and Artificial Intelligence and Machine Learning to automate anomaly detection. This engine instigates a step change by applying Artificial Intelligence and Machine Learning embedded at the edge of IoT networks, to deliver safe and functional real-time intelligence for predictive cyber risk analytics. This will enhance capacities for risk analytics and assists in the creation of a comprehensive and systematic understanding of the opportunities and threats that arise when edge computing nodes are deployed, and when Artificial Intelligence and Machine Learning technologies are migrated to the periphery of the internet and into local IoT networks.
9 wounded in Houston shooting; suspect dead, was a lawyer
Nine people were shot and wounded, one critically, in a Houston neighborhood Monday morning by a lawyer who had issues with his law firm, authorities said. The first report of the shootings began at about 6:30 a.m., Police Chief Martha Montalvo said at a news conference, and when officers arrived, the suspect began firing at them. Police shot the man, whom Montalvo did not identify and who later died at the scene. Numerous weapons were found at the scene, a bomb-squad robot is looking at a Porsche that's believed to be the shooter's and bomb squad officers also were examining the suspect's residence, Montalvo said. Some witnesses have described the gunman firing dozens of shots at cars passing through a condo complex, which is near the affluent West University Place community.
Houston shooter who injured nine at a strip mall was a lawyer angry at his law firm
Nine people were shot and wounded, one critically, in a Houston neighborhood Monday morning by a lawyer who had issues with his law firm, authorities said. The first report of the shootings began at about 6:30 a.m. CDT, Police Chief Martha Montalvo said at a news conference, and when officers arrived, the suspect began firing at them. Police shot the man, whom Montalvo did not identify and who later died at the scene. Numerous weapons were found at the scene, Montalvo said, and a bomb-squad robot is looking at a Porsche that's believed to be the shooter's.