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 […]
Machine Learning Resources
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Home Tag "Machine Learning"
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 […]
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 […]
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 […]
Today, we are excited to announce that Microsoft R Server 9.1 on Azure HDInsight is generally available. With this, we bring the power and innovation of our latest 9.1 release to the cloud on Spark 2.1 on HDInsight 3.6.This release of R Server on HDInsight includes the following features: State of the art new parallel machine learning […]
Oceans of data. Instantaneous decisions. A fluid, ever-changing environment. Little wonder AI is sweeping the finance industry – it’s hard to imagine an industry better suited for it. “Today the trade that I think is going to change the world, that every fund that every quant fund that wants to make money is adopting, is […]
Machine learning has been used to provide more accurate predictions than hardcoded business logic using available data. For our customers, Amazon Machine Learning is being used from helping restaurant owners, as with Upserve, to determine the right staffing level on a night; to providing more accurate cost estimates in the insurance industry, as with BuildFax. […]