Black Hat USA 2017: Machine learning is not a silver bullet for security

Machine learning brings new opportunities in the software security realm by offering new ways to handle data, detect malware and improve solutions. However, the problem with machine learning today is that it can be marketed as a silver bullet to catch all things in the security industry, when in reality the technology still has many … continue reading

SD Times GitHub Project of the Week: CatBoost

The artificial intelligence community is getting a new machine learning library to boost their research efforts. Yandex announced the open source of CatBoost this week. Despite its name, CatBoost has nothing to do with cats. Instead, it has to do with gradient boosting. “Gradient boosting is a machine learning algorithm that is widely applied to … continue reading

Google Research open sources Facets, Lambda@Edge, and Revulytics Usage Intelligence 5 — SD Times news digest: July 18, 2017

Google Research wants to help researchers get the most out of their machine learning models and data. With the PAIR initiative, the company is releasing Facets, an open source visualization tool to aid researchers in understanding and analyzing machine learning datasets. In addition to the open source code, Google Research created a Facets demo website … continue reading

Microsoft AI

Microsoft Research AI, Synopsys’ Software Integrity Platform, and Apache Struts 2.5.12 — SD Times news digest: July 13, 2017

Microsoft is continuing to commit resources to artificial intelligence research with the announcement of a new organization. Microsoft Research AI is a research and incubation hub for tackling AI’s most difficult challenges, and reuniting the fields of machine learning, perception and natural language processing. “As AI moves from research to product, we are maintaining our … continue reading

FogHorn Systems integrates machine learning with Lightning ML

FogHorn Systems is bringing advanced machine learning capabilities to Industrial Internet of Things (IIoT) edge computing. The company announced the availability of Lightning ML, the latest version of its Lightning edge intelligence software platform for the IIoT. According to the company, Lightning ML is an integrated IIoT software platform that brings the power of machine … continue reading

MicroStrategy 10.8 updates with new enterprise analytics features

MicroStrategy is giving its users critical capabilities across enterprise analytics, so they can tap into business opportunities across one enterprise platform. The company today announced the availability of MicroStrategy 10.8, giving users enterprise analytics, mobility and IoT features, and making it easier to leverage machine learning. The new release includes the R and R Integration … continue reading

Guest View: Machine learning analytics takes its place in IT

Today, we’re seeing more and more businesses transitioning their business critical applications that demand consistent high performance to virtual environments. This trend has created a new set of hurdles for IT teams. The shared resources and intrinsic complexity of virtual environments make finding and fixing performance issues much more difficult than in traditional environments. However, … continue reading

Zebra to open source iFactr, Bonsai’s TensorFlow support, and Datical’s DMC — SD Times news digest: June 27, 2017

Zebra Technologies is bringing its cross-platform mobile application environment to the open-source community. The company announced iFactr, the platform for OS migration in the enterprise, will be open sourced, and it will allow organizations to transition to modern mobile operating systems more easily. According to the company, iFactr allows enterprises to invest resources in developing … continue reading

How artificial intelligence will invoke new hack attacks

Artificial intelligence is getting more advanced, and beginning to give technologies the ability to do things we never could have imagined years ago. Machines can translate for us, they can talk back to us, they can listen to us, and they can even automate some of our tasks for us. But as technology begins to … continue reading

The EFF AI Progress Measurement experiment, Infragistics Ultimate 17.1, and Erlang/OTP 20.0 — SD Times news digest: June 22, 2017

The Electronic Frontier Foundation (EFF) is keeping a close eye on artificial intelligence and machine learning, and it wants help from the research community to continue doing so. The organization announced the EFF AI Progress Measurement experiment, which is a pilot project to track the progress happening in the AI field. The EFF encourages researchers … continue reading

software, tensorflow

Tensor2Tensor, XebiaLabs DevOps Platform, and Syncsort’s DMX CDC — SD Times news digest: June 20, 2017

Google is making it easier to experiment with deep learning technologies with the release of Tensor2Tensor (T2T). T2T is an open source system for training deep learning mobiles with TensorFlow, Google’s software library for machine intelligence. With T2T, users can create models for apps like translation, parsing, image captioning and more. T2T includes a library … continue reading

Google

Google’s TensorFlow Object Detection API, Debian 9, and Redgate’s SQL Clone — SD Times news digest: June 19, 2017

Google wants to give the software development community the ability to add computer vision to their machine learning solutions. The company announced the TensorFlow Object Detection API, a new open-source framework built on TensorFlow. The framework gives developers the ability to construct, train and deploy object detection models, according to the company. “Creating accurate ML models … continue reading

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