TensorFlow Dataset API for increasing training speed of neural networks

by M.Salnikov, Wallarm Research Wallarm AI engine is the heart of our security solution. Two key parameters of our AI engine efficiency are how fast neural networks can be train to reflect the updated training sets and how much compute power need to be dedicated to the training on the on-going...

Adversarial Robustness Toolbox: ART

The Adversarial Robustness Toolbox ART, an open source software library, supports both researchers and developers in defending deep neural networks against adversarial attacks, making AI systems more secure. Its purpose is to allow rapid crafting and analysis of attack and defense methods for...

Sit-down with Wallarm CTO, Alex Golovko

I have had a chance to pose a few questions to Alexander Golovko, one of the co-founders of Wallarm and our CTO. Here are Alex’s reflections on Wallarm and some technology trends. How did Wallarm get its start? Ivan Wallarm’s founder has involved me in various projects on and off since 2010. By...

It’s Not Magic — It’s AI

New Whitepaper On How Wallarm AI Works “Any sufficiently advanced technology is indistinguishable from magic,” Arthur C. Clarke Ever wanted to look under the covers of deep learning/artificial intelligence engine? While deep learning algorithms are generally based on neurons combined into a neura...

The First Step-by-Step Guide for Implementing Neural Architecture Search with Reinforcement…

The First Step-by-Step Guide for Implementing Neural Architecture Search with Reinforcement Learning Using TensorFlow Our team is no stranger to various flavors of AI including deep learning DL. That’s why we’ve immediately noticed when Google came out with AutoML project, designed to make AI bui...

Apple iPhone X's Face ID Hacked (Unlocked) Using 3D-Printed Mask

Just a week after Apple released its brand new iPhone X on November 3, a team of hackers has claimed to successfully hack Apple's Face ID facial recognition technology with a mask that costs less than $150. Yes, Apple's "ultra-secure" Face ID security for the iPhone X is not as secure as the...

From Regular Expressions to AI

Three generations of attack detection methodology The oldest and well-studied approach is based on signatures and heuristics. From before the internet times, this approach was implemented in most kinds of detection systems from firewalls to anti-viruses. The second genera- tion represents an...

Deep-Learning PassGAN Tool Improves Password Guessing

Artificial intelligence and deep learning are creeping into information security, and one of the early applications of those approaches has emerged and is focused on passwords. Researchers from the Stevens Institute of Technology and the New York Institute of Technology have recently published so...

deep-pwning - Metasploit for Machine Learning

Deep-pwning is a lightweight framework for experimenting with machine learning models with the goal of evaluating their robustness against a motivated adversary. Note that deep-pwning in its current state is no where close to maturity or completion. It is meant to be experimented with, expanded...

China Cohen laboratory for remote intrusion Tesla Model S-vulnerability warning-the black bar safety net

! Everyone in the car when done properly the heart, the hacker may be in a 1 2 mile away will be able to hijack your car, while the remote control for your brake system. The Cohen laboratory in the fall of Tesla Today many car companies are providing car electronic control system, from the...

Free Open Source Face Recognition Neural Network: OpenFace

OpenFace is a Python and Torch implementation of face recognition with deep neural networks and is based on the CVPR 2015 paper FaceNet: A Unified Embedding for Face Recognition and Clustering by Florian Schroff, Dmitry Kalenichenko, and James Philbin at Google. Torch allows the network to be...

This Organic Computer is Made up from Brains of Rats and Monkeys

Brains are more powerful than computers. So why not build a computer from Brain? In fact, Multiple Brains as per sayings, "Two heads are better than one." Scientists at Duke University have done exactly that. They have successfully developed the first instance of a Brain-machine interface that...

DecisionTools SharpGrid - ActiveX Control Remote Code Execution

DecisionTools SharpGrid - ActiveX Control Remote Code Execution Application: DecisionTools SharpGrid ActiveX Control Code Execution Vulnerability Platforms: Windows Secunia: SA48571 Date: 2012-05-09 Author: Francis Provencher Protek Research Lab's Website: http://www.protekresearchlab.com/ Twitte...