More and more online services nowadays are using Machine Learning (ML), the method of data analysis that will automate the building of analytical mode. Systems can surely learn from data, make decisions with very little human intervention, and even identify patterns. ML is the driving force behind such processes. All those billions of people who […]
You might have come across numerous courses and explanatory material for Machine Learning — most of which are difficult to comprehend at times. But don’t give up on the chance to learn ML yet! Google has released a comic strip for Machine Learning that will teach the concepts of ML even to a noob. Those […]
Cyberattacks have increased on an unprecedented scale. Reasons are many. The main reason obviously is our increasing dependence on computing devices (computers, smartphones etc) and the internet for our day-to-day needs. It’s today a world of quickly evolving technologies. The technology that we depend on today has interconnectedness as one of its salient features. This, […]
Last summer, at Google Next conference, Google announced two new hardware products built around its Edge TPU chip to accelerate machine learning workloads on embedded AI devices and existing systems. Now, without much fanfare, the company has released these products officially — a new Coral development board and a USB accelerator. Both products will also make […]
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Microsoft has announced that they are making their Infer.NET framework open source for commercial applications. Infer.NET is a machine learning framework that is used in a large number of Microsoft products like XBox, Azure, and Microsoft Office. The Redmond-based company started the development of the framework in 2004 in their research lab in Cambridge and […]
A small team of students AI coders from Fast.ai, a small unit that offers free online courses for machine learning, just beat Google researchers by creating a better performing AI algorithm. These coders are part-time students at Fast.ai who are simply enthusiastic about machine learning and seek a career in data science. The code created […]
DeepExploit is fully automated penetration tool linked with Metasploit. It identifies the status of all opened ports on the target server and executes the exploit at pinpoint using Machine Learning. DeepExploit consists of the machine learning model (A3C) and Metasploit. The A3C executes exploit to the target servers via RPC API. The A3C is developped by Keras and Tensorflow […]
According to information security experts, GyoiThon identifies the software installed on the web server as OS, Middleware, Framework, CMS, etc. Then, run valid exploits for the software identified using Metasploit. Finally, it generates reports of scan results. GyoiThon executes the previous processing automatically. GyoiThon executes steps 1 and 4 automatically. The only operation of the user is […]
GyoiThon is a growing penetration test tool using Deep Learning. Deep Learning improves classification accuracy in proportion to the amount of learning data. Therefore, GyoiThon will be taking in new learning data during every scan. Since GyoiThon uses various features of software included in HTTP response as learning data, the more you scan, the more […]
Aletheia is a steganalysis tool for the detection of hidden messages in images. The goal of steganalysis is to identify suspected packages, determine whether or not they have a payload encoded into them, and, if possible, recover that payload. Unlike cryptanalysis, steganalysis generally starts with a pile of suspect data files, but little information about […]
Now, Google has declared that AutoML has defeated the human AI engineers at their own game by setting machine-learning software that’s more effective and powerful than the best human-designed systems. An AutoML system recently broke a record for classifying perceptions by their content, scoring 82 percent. While that’s a relatively simple task, AutoML also beat […]
In the recent DEF CON Meet, technical director of security shop Endgame Hyrum Anderson disclosed a research paper on adapting API frameworks in building a malware that AV engines cannot identify. The core function of the system is to build a legitimate looking app by making minor changes to the original app that can avoid […]
Google published a blog post introducing machine learning to detect phishing Emails, click-time warnings for malicious links, and unintended external reply warnings. Machine learning has helped Gmail accomplish over 99% accuracy in spam recognition, and with this new security improvements.Google continuously focussing on Security improvements for Gmail users Google continuously focussing on Security improvements for […]
Short Bytes: In recent times, the demand for machine learning and data science experts has witnessed an exponential growth. So, what programming languages should one learn to land a machine learning or data science job? The answer lies in the languages like Python, R, and Java. Machine learning is one of the fastest growing fields […]
Following the footsteps of Microsoft, Amazon has launched its first product for machine learning service. At the AWS Summit in San Francisco, Amazon Web Services announced a new machine learning platform. Amazon Web Services debuted a service that developers can use to implement machine learning in their applications. Recently, Microsoft announced Azure Machine Learning, which […]