Network Intrusion Detection Using Machine Learning 4

Network Intrusion Detection Using Machine Learning

Episode Summary: When Google’s DeepMind won against one of the best modern Go champions, is used multiple AI approaches and exposed gaps in some individual strategies. This even has shed more light on AI, but also on the utility in combining approaches to AI for individual problems. Data security is one of these problem areas where multiple AI approaches is being used to make our information safer. Dr. Sal Stolfo has been a professor at Columbia in Computer Science since 1972 and is now also the CEO of Allure Security, with a focus on engineering network intrusion detection solutions using AI applications. In this episode, Stolfo talks about the various styles of AI and statical methods that have been and are being used to detect malicious activity, as well as how he believes the future of security is going to have to adapt as increasing amounts of data become available.

Artificial Intelligence and Security: Current Applications and Tomorrow's Potentials

Artificial Intelligence and Security: Current Applications and Tomorrow’s Potentials

Security is a broad term, and in industry and government there are a myriad of "security" contexts on a variety of levels - from the individual to nation-wide. Artificial intelligence and machine learning technologies are being applied and developed across this spectrum.

Artificial Intelligence Industry – An Overview by Segment 950×540

Artificial Intelligence Industry – An Overview by Segment

Today's artificial intelligence market is not easy to quantify. Besides the lack of consensus on a coherent definition for "artificial intelligence" as a term, the field's nascent stage of development makes it difficult to carve out silos or hard barriers of where one industry or application ends, and another begins.

Fear Not, AI May Be Our New Best Partners in Creative Solutions - A Conversation with Dr. James Hendler

Fear Not, AI May Be Our New Best Partners in Creative Solutions – A Conversation with Dr. James Hendler

Episode SummaryStatements about AI and risk, like those given by Elon Musk and Bill Gates, aren’t new, but they still resound with serious potential threats to the entirety of the human race. Some AI researchers have since come forward to challenge the substantive reality of these claims. In this episode, I interview a self-proclaimed “old timer” in the field of AI who tells us we might be too preemptive about our concerns of AI that will threaten our existence; instead, he suggests that our attention might be better  honed in thinking about how humans and AI can work together in the present and near future.

Open-Minded Conversation May Be Our Best Bet for Survival in the 21st Century - A Conversation with Lord Martin Rees

Open-Minded Conversation May Be Our Best Bet for Survival in the 21st Century – A Conversation with Lord Martin Rees

Episode SummaryFew astrophysicists are as decorated as Martin Rees, Baron Rees of Ludlow, who was a primary contributor to the big-bang theory and named to the honorary position of UK's astronomer royal in 1995. His work has explored the intersections of science and philosophy,  as well as human beings’ contextual place in the universe. In his book "Our Final Century", published in 2003, Rees warned about the dangers of uncontrolled scientific advance, and argued that human beings have a 50 percent chance of surviving past the year 2100 as a direct result. In this episode, I asked him why he considers AI to be among one of the foremost existential risks that society should consider, as well as his thoughts around how we might best regulate AI and other emerging technologies in the nearer term.

Out with Old, in with New - AI Replaces & Enhances Outdated Systems - This Week in Artificial Intelligence 02-27-16

Out with Old, in with New – AI Replaces & Enhances Outdated Systems – This Week in Artificial Intelligence 02-27-16

1 - New Google Robot Shows Potential for Artificial Intelligence and Delivery Advances

AI Collaborates with Humans, from Identifying Dog Breeds to Malaria Parasites - This Week in Artificial Intelligence 02-13-16

AI Collaborates with Humans, from Identifying Dog Breeds to Malaria Parasites – This Week in Artificial Intelligence 02-13-16

1 - Diffbot Raises $10M Series A to Become Leading Arms Dealer in Coming AI Wars

A Global Call to Ban Autonomous Killer Robots for Good - with Dr. Noel Sharkey

A Global Call to Ban Autonomous Killer Robots for Good – with Dr. Noel Sharkey

Episode SummaryOver the last decade, many first-world militaries have developed, and in some cases deployed, autonomous “killer”  robots. Some proponents believe that such robots will save human lives, but another side believes that an accidental arms race of this type would yield long-term detriments that outweigh any good. University of Sheffield’s Dr. Noel Sharkey stands by the latter argument.

AI Closer to Mimicking Human Abilities (and Musk's Fears Called Out) - This Week in Artificial Intelligence 12-26-15

AI Closer to Mimicking Human Abilities (and Musk’s Fears Called Out) – This Week in Artificial Intelligence 12-26-15

1 - Elon Musk Nominated for 'Luddite' of the Year Prize over Artificial Intelligence Fears

Artificial Intelligence's Double-Edged Role in Cyber Security - with Dr. Roman V. Yampolskiy

Artificial Intelligence’s Double-Edged Role in Cyber Security – with Dr. Roman V. Yampolskiy

Episode Summary: Cyber security is closely linked to advances in artificial intelligence. In this episode, we speak with Dr. Roman V. Yampolskiy about the cyber security factors and risks associated with AI. How is AI both causing risks, and how can AI be used to combat those risks? We dive briefly into the future to speak about some of the potential 'super' AI risks to cyber security and touch on what can be done now to help hedge known and unknown threats.