Category Archives: Informatique

The Deep Learning Revolution: What Does It Tell Us About Our Understanding of Intelligence?

The surprising success of learning with deep neural networks poses two fundamental challenges: understanding why these networks work so well and what this success tells us about the nature of intelligence and our biological brain.
Our recent Information Theory of Deep Learning shows that large deep networks achieve the optimal tradeoff between training size and accuracy, and that this optimality is achieved through the noise in the learning process. In this talk, I will mainly address the relevance of these findings to the nature of intelligence and the human brain.

Naftali Tishby (Hebrew University of Jerusalem)

Simons Institute

School of Game Design

Pour une fois, une formation payante, mais celle-ci est exceptionnelle!

Description

Love gaming? Want to build your own games? The School of Game Design is the place to start. With courses for developers of all skill levels led by expert instructors, The School of Game Design helps you learn game development and design at your own pace, giving you access to an enormous library of step-by-step training videos. From the absolute basics to performing advanced techniques with Unity3D, and much more, lifetime access to The School of Game Design will ensure you’ll always be up to speed on the newest advancements in the industry.

Access over 120 hours of easy to follow, step-by-step video training w/ access to all additional or updated training
Receive support from instructors & professionals w/ over 16 years of game industry experience
Enjoy unlimited access to thousands of dollars in royalty-free game art & textures
Learn how to make advanced 2D & 3D games that you can publish anywhere
Master computer modeling & animation techniques
Develop both coding & digital artistry skills

$59

Pen Testing A City

by Greg Conti & Tom Cross & David Raymond

How would you take down a city? How would you prepare for and defend against such an attack? The information security community does a great job of identifying security vulnerabilities in individual technologies and penetration testing teams help secure companies. At the next level of scale, however, things tend to fall apart. The information security of cities, the backbone of modern civilization, often receives little to no holistic attention, unless you count the constant probing of nation state aggressors. The information technology infrastructure of cities is different from other entities. Cities feature complex interdependencies between agencies and infrastructure that is a combination of federal, state and local government organizations and private industry, all working closely together in an attempt to keep the city as a whole functioning properly. Preparedness varies widely. Some cities have their act together, but others are a snarl of individual fiefdoms built upon homegrown technological houses of cards. If you can untangle the policy and politics and overcome the bureaucratic infighting to create workable leadership, authorities, and funding, you are still faced with an astronomically complex system and an attack surface the size of, well, a city. Our talk identifies these necessary precursor steps and provide a broadly applicable set of tools to start taming and securing, such an attack surface.

In this talk, we first explore a notional city, deconstruct it layer by layer, and use these insights to suggest a comprehensive methodology for reverse engineering any city and deriving its attack surface. We complement these insights with a broad analysis of proven capabilities demonstrated by hacker and information security researchers as well as known capabilities of criminal and nation-state actors applicable to city-level attacks. Next, we develop a coherent strategy for penetration testing as an approach to highlight and then mitigate city-level vulnerabilities. Finally, we conclude with a wide-ranging set of approaches to complement pen testing efforts, including exercises and collective training, metrics and a maturity model for measuring progress, and specialized city-level attack/defend ranges. You’ll leave this talk fearing for the survival of your respective country, but also possessing a toolkit of techniques to help improve the situation. By better securing cities we have a glimmer of hope in securing nations.

Écrivez votre premier programme avec Java

Ce Mooc s’adresse à de vrais débutants et vise à leur faire atteindre le niveau faux débutant.

Il peut être suivi au titre de la culture générale. Il peut également être un point d’accès à des formations professionnelles de développeur informatique pour des personnes ayant besoin d’une entrée en matière progressive.

Fin d’inscription : 18 nov 2018
Début du Cours : 08 oct 2018
Fin du cours : 18 nov 2018
Effort estimé : 02:30 h/semaine
Langue : Français

Pour ceux qui le souhaitent, un CERTIFICAT avec authentification – qui pourra ultérieurement être transformé en 2 ECTS dans le cas d’une inscription au Cnam – peut être délivré contre paiement (60 euros). Dans ce cas, le test final est passé en ligne 3 semaines après la fin du MOOC, avec surveillance et vérification de l’identité et après paiement et inscription préalables.