Collaborating Authors

Public Data Is More Important Than Ever–And Now It's Easier To Find


The company has obtained thousands upon thousands more datasets by way of Freedom of Information Act (FOIA) requests. Enigma specializes in open data: gathering it, curating it, and analyzing it for insights into a client's industry, for example, or for public service initiatives. Enigma also shares its 100,000 datasets with the world through an online platform called Public--the broadest collection of public data that is open and searchable by everyone. Public has been around since Enigma launched in 2013, but today the company is introducing a redesigned version of the site that's fresher and more user-friendly, with easier navigation and additional features that allow users to drill further down into the data. But while the first iteration of Public was mostly concerned with making Enigma's enormous trove of data--which it was already gathering and reformating for client work--accessible to the public, the new site focuses more on linking that data in new ways.

Decoding the Enigma with Recurrent Neural Networks


Breaking the Enigma was an incredible feat - it even inspired the 2014 film The Imitation Game starring Benedict Cumberbatch as Alan Turing. Turing was one of the most important figures in the project. He also introduced the notion of Turing-completeness. In an ironic twist, we'll be using a Turing-complete algorithm (the LSTM) to decode the Enigma.

Jobs : Human Resources : The University of Melbourne


Orygen, The National Centre of Excellence in Youth Mental Health (Orygen) is the world's leading research and knowledge translation organisation focusing on mental ill-health in young people. At Orygen, our leadership and staff work to deliver cutting-edge research, policy development, innovative clinical services, and evidence-based training and education to ensure that there is continuous improvement in the treatments and care provided to young people experiencing mental ill-health. The Company has three Members: the Colonial Foundation, The University of Melbourne and Melbourne Health. The University of Melbourne has an agreement with Orygen for designated employees to be made available to undertake activities for Orygen, and this arrangement will apply to you. University employees working at Orygen are required at all times to continue to adhere to University policies, procedures, regulations and statutes, as well as to Orygen policies and procedures (including Orygen's delegations of authority framework which can be found at,

ENIGMAWatch: ProofWatch Meets ENIGMA Artificial Intelligence

In this work we describe a new learning-based proof guidance -- ENIGMAWatch -- for saturation-style first-order theorem provers. ENIGMAWatch combines two guiding approaches for the given-clause selection implemented for the E ATP system: ProofWatch and ENIGMA. ProofWatch is motivated by the watchlist (hints) method and based on symbolic matching of multiple related proofs, while ENIGMA is based on statistical machine learning. The two methods are combined by using the evolving information about symbolic proof matching as an additional information that characterizes the saturation-style proof search for the statistical learning methods. The new system is experimentally evaluated on a large set of problems from the Mizar Library. We show that the added proof-matching information is considered important by the statistical machine learners, and that it leads to improvements in E's Performance over ProofWatch and ENIGMA.

Enigma ICO Heist Robs Nearly $500,000 in Ethereum From Investors


The company's Catalyst platform protects financial info with a cutting-edge combination of blockchain-inspired privacy technology and cryptography. So it comes as no small surprise that on Monday, scammers took over the company's website, mailing lists, and Slack accounts by exploiting some extremely basic security mistakes Enigma had made. Enigma has planned an Initial Coin Offering for September 11--an unregulated cryptocurrency fund-raising campaign that startups use when they want to raise capital for their company without going through the process of working with an established financial institution or venture capital fund. Ethereum Is Coding's New Wild West With the ICO in mind, scammers compromised official Enigma channels to create a sense of legitimacy and urgency. The plot proved easy to pull off.