Over the past 2 years, we have been systematically collecting and analyzing malware-generated packet captures. During this time, we have observed a steady increase in the percentage of malware samples using TLS-based encryption to evade detection. In August 2015, 2.21% of the malware samples used TLS, increasing to 21.44% in May 2017. During that same […]
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When we think about the changes the future will bring, it’s natural to think first in terms of technology. Big data analytics, machine learning, the Internet of Things—the industry is buzzing with innovations that promise to reshape the way we live and work. But it’s important to remember that technology, in and of itself, is […]
Deep learning has proven to show superior performance in certain areas such as object recognition and image classification. It has also gained popularity in other domains such as finance where time-series data plays an important role. Similarly, in predictive maintenance, the data is collected over time to monitor the state of an asset with the […]
Ahead of Mobile World Congress (MWC) 2017 in Shanghai, CK Lu, research director at Gartner shares his insight about the future of smartphone competition, including 5G technology, artificial intelligence (AI) and behavioral biometrics on smartphones, and impact of the royalty dispute between Apple and Qualcomm on the Chinese smartphone ecosystem. Q: Where is the growth coming from in […]
The Human Brain Project has ambitions to advance brain research, cognitive neuroscience and other brain-inspired sciences like few other projects before it. Created in 2013 by the European Commission, the project’s aims include gathering, organizing and disseminating data describing the brain and its diseases, and simulating the brain itself. To do so, they’re going to […]
Just over a year ago, David McGrew, one of Cisco’s fellows, walked into my office to brief me on a project he was working on. The next 45 minutes were pretty unforgettable. He explained to me that he and his team had discovered how to solve one of the biggest challenges in network security: They […]
AWS offers a family of intelligent services that provide cloud-native machine learning and deep learning technologies to address your different use cases and needs. For developers looking to add managed AI services to their applications, AWS brings natural language understanding (NLU) and automatic speech recognition (ASR) with Amazon Lex, visual search and image recognition with […]
On social media, in magazines, on advertisements all around us, perfection is personified. Everywhere we go, idealized images of models with flawless skin, snowy-white teeth and just-so hair surround us. In a recent ad campaign for personal care product maker Baby Dove, MHP Communications asked U.K. creative agency Happy Finish to use AI to turn […]
For over 30 years, Cisco has built the fundamental technology that has driven the rise and growth of the internet. New industries, new companies, new jobs and new experiences have resulted from technologies that have become a seamless part of our lives, and I’m incredibly proud of our contribution to these advancements. All of this […]
Deep Learning (DL) is a subset of Machine Learning (ML) that extends the concept of Artificial Neural Networks (ANN) to uncover hidden patterns in unstructured datasets. Due to the current ubiquity of data (Big Data), and availability of on-demand, inexpensive, and parallel hardware such as Graphics Processing Units (GPUs) on Amazon EC2, Deep Learning has […]