Cybersecurity has been emerging as one of the most important sectors of the digital world. The last few years have seen a lot of cyber attacks all around the world. With multitude of malware, ransomware, and virus attacks, it's high time that this industry gets a revolutionary disruption. Since its inception this industry has been rapidly evolving into much stronger one. But, the game is about to completely go to a next level with the implementation of advanced technologies such as Machine Learning and Artificial Intelligence.

Nasa has been forced to try and clarify the details of a leak on the International Space Station amid reports that it was made on purpose. The Russian space agency has been clear that it believes that the hole in the space station that caused the leak was not a "manufacturing defect". But Nasa said that while that is true, it did not necessarily mean that it had been done on purpose, as some local reports had suggested. It came amid conspiracy theories reported in Russian media that a Nasa astronaut had intentionally made the hole. Some reported it had been done to trigger an emergency alert on board the space station and allow the crew to come down for free – without that alert, Nasa would have to pay the Russian space agency.

Summary: There are several approaches to reducing the cost of training data for AI, one of which is to get it for free. Here are some excellent sources. Recently we wrote that training data (not just data in general) is the new oil. It's the difficulty and expense of acquiring labeled training data that causes many deep learning projects to be abandoned. It also matters a great deal just how good you want your new deep learning app to be.

It says the irregular rhythm detector isn't for people who've been diagnosed with atrial fibrillation. And both the EKG and heart rhythm function are "not intended to replace traditional methods of diagnosis or treatment." As The Washington Post has reported, some cardiologists worry people taking Watch EKGs could result in a flood of unnecessary office visits by healthy people. The heart sensors can let people with heart conditions or anxiety know when they might need to take it easy. Margery Widroe, 80, who's been using a Series 3 Apple Watch for a few months, recounted to our group a recent incident when she was at the grocery store and her Watch alerted her to a high heart rate.

You know how most dystopian future thrillers feature facial recognition cameras that authoritarian governments use to track and control their citizens' every move? Amazon is working hard to make exactly that sort of facial recognition a reality. To make matters even worse, it has recently been revealed in the UK that some modern facial recognition systems have shockingly bad accuracy, returning mistaken identities as much as 98% of the time. I haven't been able to find stats on the accuracy of Amazon's Rekognition system, but the enthusiasm of governments to embrace questionably accurate technology for profiling their citizens is nonetheless troubling. Amazon Rekognition is a deep-learning AI that can analyze videos and images for a variety of different applications.

This article was co-authored by Professor Helen Margetts, Programme Director for Public Policy, and Turing Fellow; Dr Cosmina Dorobantu, Deputy Programme Director for Public Policy, and Policy Fellow; and Josh Cowls, Research Associate. If you hear about data, artificial intelligence (AI) and algorithms in the news, it's likely to be about discriminatory practices, threats to personal privacy or national security, or another crisis created by the advance of digital technology. Sometimes these problems can feel so entrenched that they are insurmountable. But there is reason to be optimistic. As it turns out, the challenges posed by these modern fields of data science and AI can be addressed by one of the oldest: ethics.

This is the final piece of my three-part blog on the topic human intelligence vs. AI, and how AI is being used successfully to address various problems in cybersecurity. In the first part of the blog, I offered a definition of intelligence and its three components: a store of knowledge, mechanisms to acquire knowledge, and the ability to use knowledge for problem-solving. We differentiated between the notions of general AI (which does not exist today) and narrow AI (which certainly does). In Part 2, we reviewed the relationship between the terms AI, machine learning, expert systems, and deep learning, and looked at several narrow AI systems in domains outside of cybersecurity. Now, let's look at the application of AI in cybersecurity.

A robot has been successfully dropped onto an asteroid millions of miles from Earth – and will now hunt for the origin of the solar system. The German-French device known as MASCOT landed on an asteroid called Ryugu when it was dropped by a Japanese spacecraft. The spacecraft has been floating around the asteroid in recent days, and already dropped two devices to explore its surface – which sent back stunning photo and videos of the world. The robot had live tweeted its own descent to the asteroid. I'm descending to Ryugu! Can't stop me now!" its engineers posted on an account devoted to MASCOT. From the International Space Station, Expedition 42 Flight Engineer Terry W. Virts took this photograph of the Gulf of Mexico and U.S. Gulf Coast at sunset This image of an area on the surface of Mars, approximately 1.5 by 3 kilometers in size, shows frosted gullies on a south-facing slope within a crater. The image was taken by Nasa's HiRISE camera, which is mounted on its Mars Reconaissance ...

The Federal Aviation Administration (FAA) has given nine companies permission to fly in controlled airspace, such as airports, as part of its Low Altitude Authorization and Notification Capability (LAANC) initiative. One of those nine companies is DJI, along with Aeronyde, Airbus, AiRXOS, Altitude Angel, Converge, KittyHawk, UASidekick and Unifly. It doesn't mean operators can fly those brands' drones over airports anytime they want, though -- it only means that professional drone pilots can now get authorization to enter controlled airspace in near-real time instead of waiting for months. A pilot that's going to use a drone to conduct an inspection, capture photos and videos or herd birds away from airports, for instance, can now send their applications to fly in controlled airspace to LAANC. The program then processes their applications in near-real time, designating the locations within that airspace they can use, along with the altitudes they can fly in.

Some argue that Apple's more conservative approach is damaging to the development of core products like Siri, especially in the face of fierce competition from Amazon's Alexa. But Cook reiterated to Vice the company's "collect as little data as possible" stance, saying he considers privacy "one of the most important issues of the 21st century." The tech CEO added that he is not typically a "pro-regulation kind of person," but he would be willing to work with lawmakers to educate them and ensure that tech companies create products that are "great for society." "I think some level of government regulation is important to come out on that," Cook told Vice.