Forget cookies or canvas: How to follow people around the web using only their typing techniques

In this paper (Sequential Keystroke Behavioral Biometrics for MobileUser Identification via Multi-view Deep Learning), we propose DEEPSERVICE, a new technique that can identify mobile users based on user’s keystroke information captured by a special keyboard or web browser. Our evaluation results indicate that DEEPSERVICE is highly accurate in identifying mobile users (over 93% accuracy). The Read more about Forget cookies or canvas: How to follow people around the web using only their typing techniques[…]

Re:scam and jolly roger – AI responses to phishing emails and telemarketers

Forward your scammer emails to Re:scam and here’s what happens. Source: Re:scam The AI bot assumes one of many identities with little mistakes and tries to keep the scammer busy with the email exchange for as long as possible using humor. Which reminds me of http://www.jollyrogertelco.com/ (seems to be down now), which had a number Read more about Re:scam and jolly roger – AI responses to phishing emails and telemarketers[…]

Machine learning of neural representations of suicide and emotion concepts identifies suicidal youth | Nature Human Behaviour

The clinical assessment of suicidal risk would be substantially complemented by a biologically based measure that assesses alterations in the neural representations of concepts related to death and life in people who engage in suicidal ideation. This study used machine-learning algorithms (Gaussian Naive Bayes) to identify such individuals (17 suicidal ideators versus 17 controls) with Read more about Machine learning of neural representations of suicide and emotion concepts identifies suicidal youth | Nature Human Behaviour[…]

How we fooled Google’s AI into thinking a 3D-printed turtle was a gun

Students at MIT in the US claim they have developed an algorithm for creating 3D objects and pictures that trick image-recognition systems into severely misidentifying them. Think toy turtles labeled rifles, and baseballs as cups of coffee. It’s well known that machine-learning software can be easily hoodwinked: Google’s AI-in-the-cloud can be misled by noise; protestors Read more about How we fooled Google’s AI into thinking a 3D-printed turtle was a gun[…]

39 episodes of ‘CSI’ used to build AI’s natural language model

group of University of Edinburgh boffins have turned CSI:Crime Scene Investigation scripts into a natural language training dataset.Their aim is to improve how bots understand what’s said to them – natural language understanding.Drawing on 39 episodes from the first five seasons of the series, Lea Freeman, Shay Cohen and Mirella Lapata have broken the scripts Read more about 39 episodes of ‘CSI’ used to build AI’s natural language model[…]

A generative vision model that trains with high data efficiency and breaks text-based CAPTCHAs

Learning from few examples and generalizing to dramatically different situations are capabilities of human visual intelligence that are yet to be matched by leading machine learning models. By drawing inspiration from systems neuroscience, we introduce a probabilistic generative model for vision in which message-passing based inference handles recognition, segmentation and reasoning in a unified way. Read more about A generative vision model that trains with high data efficiency and breaks text-based CAPTCHAs[…]

Nvidia uses Progressive Growing of GANs for Improved Quality, Stability, and Variation and makes photorealistic faces with them

We describe a new training methodology for generative adversarial networks. The key idea is to grow both the generator and discriminator progressively, starting from low-resolution images, and add new layers that deal with higher resolution details as the training progresses. This greatly stabilizes the training and allows us to produce images of unprecedented quality, e.g., Read more about Nvidia uses Progressive Growing of GANs for Improved Quality, Stability, and Variation and makes photorealistic faces with them[…]

Saudi Arabia grants citizenship to a ROBOT as critics say it now has more rights than women

  audi Arabia has become the first nation to grant citizenship to a robot – prompting critics to point out that the cyborg now has more rights than women in the country. The oil-rich state made the baffling announcement at a conference in capital city Riyadh. A robot named Sophia was filmed giving a speech Read more about Saudi Arabia grants citizenship to a ROBOT as critics say it now has more rights than women[…]

New AI Go machine defeats old best Go AI by 100-0, learning without human input.

A long-standing goal of artificial intelligence is an algorithm that learns, tabula rasa, superhuman proficiency in challenging domains. Recently, AlphaGo became the first program to defeat a world champion in the game of Go. The tree search in AlphaGo evaluated positions and selected moves using deep neural networks. These neural networks were trained by supervised Read more about New AI Go machine defeats old best Go AI by 100-0, learning without human input.[…]

Artificial intelligence just made guessing your password a whole lot easier

Scientists have harnessed the power of artificial intelligence (AI) to create a program that, combined with existing tools, figured more than a quarter of the passwords from a set of more than 43 million LinkedIn profiles. Yet the researchers say the technology may also be used to beat baddies at their own game. […] The Read more about Artificial intelligence just made guessing your password a whole lot easier[…]

Introducing: Unity Machine Learning Agents for Tensorflow

Unity Machine Learning Agents We call our solution Unity Machine Learning Agents (ML-Agents for short), and are happy to be releasing an open beta version of our SDK today! The ML-Agents SDK allows researchers and developers to transform games and simulations created using the Unity Editor into environments where intelligent agents can be trained using Read more about Introducing: Unity Machine Learning Agents for Tensorflow[…]

AI’s can generate fake reviews indistinguishable from real reviews for both humans and fake review detectors

Fake reviews used to be crowdsourced. Now they can be auto-generated by AI, according to a new research paper shared by AmiMoJo: In this paper, we identify a new class of attacks that leverage deep learning language models (Recurrent Neural Networks or RNNs) to automate the generation of fake online reviews for products and services. Read more about AI’s can generate fake reviews indistinguishable from real reviews for both humans and fake review detectors[…]

A.I. can detect the sexual orientation of a person based on one photo, research shows

The Stanford University study, which is set to be published in the Journal of Personality and Social Psychology and was first reported in The Economist, found that machines had a far superior “gaydar” when compared to humans. The machine intelligence tested in the research could correctly infer between gay and straight men 81 percent of Read more about A.I. can detect the sexual orientation of a person based on one photo, research shows[…]

An A.I. Says There Are Six Main Kinds of Stories

That’s what a group of researchers, from the University of Vermont and the University of Adelaide, set out to do. They collected computer-generated story arcs for nearly 2,000 works of fiction, classifying each into one of six core types of narratives (based on what happens to the protagonist): 1. Rags to Riches (rise) 2. Riches Read more about An A.I. Says There Are Six Main Kinds of Stories[…]

Amazons Macie detects data leaks in S3 buckets using AI

Think of Macie as a data loss prevention agent, a DLPbot, that uses machine learning to understand a user’s pattern of access to data in S3 buckets. The buckets have permission levels and the data in a bucket can be ranked for sensitivity or risk, using items such as credit card numbers, and other sensitive Read more about Amazons Macie detects data leaks in S3 buckets using AI[…]

OpenAI bot bursts into the ring, humiliates top Dota 2 pro gamer in ‘scary’ one-on-one bout

In a shock move on Friday evening, the software agent squared up to top Dota 2 pro gamer Dendi, a Ukrainian 27-year-old, at the Dota 2 world championships dubbed The International. The OpenAI agent beat Dendi in less than 10 minutes in the first round, and trounced him again in a second round, securing victory Read more about OpenAI bot bursts into the ring, humiliates top Dota 2 pro gamer in ‘scary’ one-on-one bout[…]

MIT Real time automatic image retouching on your phone

System can apply a range of styles in real-time, so that the viewfinder displays the enhanced image. […] at Siggraph, the premier digital graphics conference, researchers from MIT’s Computer Science and Artificial Intelligence Laboratory and Google are presenting a new system that can automatically retouch images in the style of a professional photographer. It’s so Read more about MIT Real time automatic image retouching on your phone[…]

Artificially intelligent painters invent new styles of art

The team – which also included researchers at Rutgers University in New Jersey and Facebook’s AI lab in California – modified a type of algorithm known as a generative adversarial network (GAN), in which two neural nets play off against each other to get better and better results. One creates a solution, the other judges Read more about Artificially intelligent painters invent new styles of art[…]

Draw Together with a Neural Network

We made an interactive web experiment that lets you draw together with a recurrent neural network model called sketch-rnn. We taught this neural net to draw by training it on millions of doodles collected from the Quick, Draw! game. Once you start drawing an object, sketch-rnn will come up with many possible ways to continue Read more about Draw Together with a Neural Network[…]

Intel Launches Movidius Neural Compute Stick: Deep Learning and AI on a $79 USB Stick

Meanwhile, the on-chip memory has increased from 1 GB on the Fathom NCS to 4 GB LPDDR3 on the Movidius NCS, in order to facilitate larger and denser neural networks. And to cap it all off, Movidius has been able to reduce the MSRP to $79 – citing Intel’s “manufacturing and design expertise” – lowering Read more about Intel Launches Movidius Neural Compute Stick: Deep Learning and AI on a $79 USB Stick[…]

AI quickly cooks malware that AV software can’t spot

Hyrum Anderson, technical director of data science at security shop Endgame, showed off research that his company had done in adapting Elon Musk’s OpenAI framework to the task of creating malware that security engines can’t spot. The system basically learns how to tweak malicious binaries so that they can slip past antivirus tools and continue Read more about AI quickly cooks malware that AV software can’t spot[…]

Humanity uploaded an AI to Mars and lets it shoot rocks with lasers

AEGIS doesn’t cover general operations, which are still directed by humans. Instead it lets Curiosity pick its own targets on which to focus its ChemCam, an instrument that first vaporizes Martian rocks with a laser and then studies the resulting gases. AEGIS does so after analysing images captured by Curiosity’s NavCam, which snaps stereo images, Read more about Humanity uploaded an AI to Mars and lets it shoot rocks with lasers[…]

Artificial intelligence can now predict suicide risk with remarkable accuracy

In trials, results have been 80-90% accurate when predicting whether someone will attempt suicide within the next two years, and 92% accurate in predicting whether someone will attempt suicide within the next week. The prediction is based on data that’s widely available from all hospital admissions, including age, gender, zip codes, medications, and prior diagnoses. Read more about Artificial intelligence can now predict suicide risk with remarkable accuracy[…]