Why Unsupervised Machine Learning is the Future of Cybersecurity


As we move towards a future where we lean on cybersecurity much more in our daily lives, it's important to be aware of the differences in the types of AI being used for network security. Over the last decade, Machine Learning has made huge progress in technology with Supervised and Reinforcement learning, in everything from photo recognition to self-driving cars. However, Supervised Learning is limited in its network security abilities like finding threats because it only looks for specifics that it has seen or labeled before, whereas Unsupervised Learning is constantly searching the network to find anomalies. Machine Learning comes in a few forms: Supervised, Reinforcement, Unsupervised and Semi-Supervised (also known as Active Learning). Supervised Learning relies on a process of labeling in order to "understand" information.

Cisco Live 2020 Barcelona Showcases Latest Transformative Technologies


Cisco Live 2020 Barcelona opens, and runs through January 31, at Fira de Barcelona in Spain, bringing together nearly 20,000 customers, partners, IT professionals and visionaries. The event is designed to help customers realize the full realm of opportunities open to them, and give them the cutting-edge knowledge, skills, and technologies to make it happen. Throughout the week, innovations across Cisco's cybersecurity, networking and collaboration portfolios, as well as within its DevNet program will be unveiled – all designed to help businesses scale, stay secure, and drive digitization. Keynote presentations from Cisco's President of Europe, Middle East, Africa and Russia (EMEAR) region, Wendy Mars, and the Executive Vice President and General Manager of Cisco's Networking and Security Business, David Goeckeler, as well as other Cisco business leaders, will showcase the company's strategy to help partners and customers seize new business opportunities in the era of digital transformation. "Cisco is central to helping customers achieve business outcomes beyond what was once thought possible, amidst the fastest and largest tech transition in history," said Mars. "Organizations worldwide – small to large and across all sectors – are still in the early days of harnessing the sheer potential of many emerging technologies like AI, 5G, adaptive and predictive cybersecurity, intelligent IoT, and more. We are delighted to welcome our customers and partners to Cisco Live and help them capture the real business value that these exciting new technologies can deliver."

Florida could use drones to fight pythons and invasive species

The Japan Times

TALLAHASSEE, FLORIDA – Florida could turn to the sky to fight Burmese pythons on the ground under a bill a Senate committee unanimously approved Monday to allow two state agencies to use drones in the effort to eradicate invasive plants and animals. The bill would create an exception to a current law that prohibits law enforcement from using drones to gather information and bans state agencies from using drones to gather images on private land. It would allow the Florida Fish and Wildlife Conservation Commission and the Florida Forest Service to fly drones to manage and eradicate invasion species on public lands. Sen. Ben Albritton said he has been told that drones equipped with lidar, which stands for "light detection and ranging," might be able to identify pythons. "As you know, chasing those nasty critters down there in the Everglades is a difficult task," Albritton said.

Researchers And Army Join Hands to Protect the Military's AI Systems


As an initiative to provide protection to the military's artificial intelligence systems from cyber-attacks, researchers from Delhi University and the Army have joined hands, as per a recent Army news release. As the Army increasingly utilizes AI frameworks to identify dangers, the Army Research Office is investing in more security. This move was a very calculated one in fact as it drew reference from the NYU supported CSAW HackML competition in 2019 where one of the many major goals was to develop such a software that would prevent cyber attackers from hacking into the facial and object recognition software the military uses to further train its AI. MaryAnne Fields, program manager for the ARO's intelligent systems, said in a statement, "Object recognition is a key component of future intelligent systems, and the Army must safeguard these systems from cyber-attack. This work will lay the foundations for recognizing and mitigating backdoor attacks in which the data used to train the object recognition system is subtly altered to give incorrect answers."

VUMC study to use artificial intelligence to explore suicide risk


With the help of a five-year, $2.7 million grant from the National Institute of Mental Health, researchers at Vanderbilt University Medical Center will use computational methods to shed light on suicidal ideation and its relationship to attempted suicide, predict suicidal ideation and suicide attempt using routine electronic health records (EHRs) and explore the genetic underpinnings of both. From 1999 to 2017, the all-ages suicide rate in the United States increased 33%, from 10.5 to 14.0 per 100,000 population. In 2017 there were 47,173 recorded suicides, making it the nation's 10th leading cause of death. The principal investigators for the study are internist and clinical informatician Colin Walsh, MD, MA, assistant professor of Biomedical Informatics, Medicine, and Psychiatry and Behavioral Sciences, and geneticist and computational biologist Douglas Ruderfer, PhD, MS, assistant professor of Medicine, Psychiatry and Behavioral Sciences, and Biomedical Informatics. In previous work Walsh and colleagues used EHR data and machine learning techniques to develop predictive algorithms for attempted suicide.

Does Artificial Intelligence Technology Foreshadow a New Arms Race?


Many developments show that states have turned AI technology into a part of the arms race. The "Summary of the 2018 Department of Defense Artificial Intelligence Strategy" report prepared by the U.S. Department of Defense highlighted Chinese and Russian investments in AI weapons technologies and stated the steps to be taken within the framework of such competition. Moreover, the Pentagon's budget for AI arming, worth $2 billion, and the "Executive Order on Maintaining American Leadership in AI" published by U.S. President Donald Trump reveal the importance of arming in AI technology. U.S. Defense Secretary Mark Esper recently said that the growing threats posed by great power competitors such as China and Russia warrant refocusing on high-intensity conflict across all of the military services. Esper also stressed the necessity of modernizing the military in AI, robotics, directed energy and hypersonic technologies.

From AI to 5G connectivity to big data; Can technology help tackle climate emergency?


The raging Australian and Amazon wildfires have raised a burning question for all of us - why the very technology, that has been a major facilitator to human evolution and growth could not predict, manage or control its destruction? To those of us who are in the business of technology, it is time to ask a few tough questions in our boardroom meetings and take ownership of solving the problem. After all, what is growth worth if the planet itself is in peril? As someone who has witnessed the digital revolution unfold, I may not have a full-proof plan to address the climate emergency, in fact, we don't even have the visibility of all evolving technologies that may be required to solve the climate emergency. But, I am clear and convinced that we have to start now and start with the available technologies which in their own right are very powerful and transformational.

Senator Wants Tesla to Make Safety Fixes to Autopilot


Tesla is facing calls from a U.S. Senator to make safety fixes to its autopilot system. In a press release, Democrat Senator Edward Markey of Massachuttes took issues with certain areas of its autopilot feature that enable a Tesla vehicle to center itself in a lane, provide speed changing cruise control and self-park among other things. Markey sits on the Commerce, Science and Transportation Committee. Markey said that by calling it Autopilot it encourages users to "over-rely" on the technology and think they can take their hands off the steering wheel. To get around that the Senator is calling on Tesla to rebrand and remarket Autopilot to make it clear that its a driver's assistance system not a fully autonomous capability.

New Jersey state attorney general prohibits police from using facial recognition software

Daily Mail - Science & tech

New Jersey's attorney general, Gurbir S. Grewal, has instructed prosecutors across the state to stop using Clearview AI, a private facial recognition software. Clearview AI's tools allow law enforcement officials to upload a photo of an unknown person they'd like to identify, and see a list of matches culled from a database of over 3 billion photos. The photos are taken from a variety of controversial sources, including Facebook, YouTube, Twitter, and even Venmo. New Jersey attorney general Gurbir S. Grewal told the state's prosecutor's to stop using Clearview AI, private facial recognition software that he worried might compromise the integrity of the state's investigations Clearview says that anyone can submit a request to the company to have a photo of them removed from its databases, but they must first present proof they own copyright to the photo. Grewal decided to issue the ban after seeing Clearview had used footage from a 2019 sting operation in New Jersey promoting its own services, something even he hadn't been aware of at the time.

Johnson says U.K. can square Huawei 5G role with security concerns

The Japan Times

LONDON – British Prime Minister Boris Johnson on Monday insisted the U.K. can have technological progress while preserving national security, as he prepared to approve a role for Chinese telecom giant Huawei in developing its 5G telecom network despite strong U.S. opposition. Johnson spoke after U.S. Secretary of State Mike Pompeo on Sunday tweeted: "The UK has a momentous decision ahead on 5G." The United States has banned Huawei from the rollout of its next generation 5G mobile networks because of concerns -- strongly denied -- that the firm could be under the control of Beijing. With Washington heaping pressure on Johnson to sideline Huawei totally, the Financial Times reported that Britain was Tuesday "expected to approve a restricted role" for the group. It comes after a senior U.K. official last week strongly hinted at a green light for Huawei.