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World First Visual AI Based Malware Detection
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https://www.malware.ai/      World First
Visual AI Based Malware Detection
The first solution that converts files into graphical representations and checks whether malware is contained or not. We provide user-friendly, efficient and secure malware detection technology.    We have developed a completely new technology to detect malware based on images
With our technology we want to provide a state of the art service, where you can securely and reliably scan all your files. For this purpose we convert files into graphical representations, analyse them holistically, and recognize from these images if there is something in them that should not be there.

In the end, our aim is to provide a free service for private customers so that they are no longer dependent on classic and outdated anti-virus scanning.      Inspired By Human Medicine
Malware.AI has developed a new and innovative method for detecting malware. For this we have been inspired by methods that are also used in human medicine. The development of self-learning algorithms is well advanced everywhere where the analysis of images is concerned, be it x-rays, photos or video sequences. Deep learning systems are successfully used in radiology, ophthalmology and dermatology, among others. Deep neural networks are used to reliably detect lung diseases in computer tomography, breast cancer cells in histological sectional images or diabetic retinal changes, for example.

It is precisely this procedure that we make use of. For this purpose we convert files into graphical representations, analyse them holistically, and recognize from these images if there is something in them that should not be there.

In opposite to human medicine, the conversion of digital binary information to make them usable for neural networks is a heavy problem. Not only different file-types, but also different properties and attributes makes the problem even harder to solve.

We cannot say what kind of virus it is, whether it is ransomware, Trojan or other, but we know exactly whether a virus is contained or not.      OUR TECHNOLOGY
How it Works
We use a multi-tier architecture to provide a broad protection against any type of malware.

After uploading a file, we check it against actual running malware campaigns to identify if you are a random target of a trending campaign or a victim of a specialized targeted attack.

If the file is unknown, we further split it into separate but correlating subsets of subfiles, convert them into images and classify them using our Machine Learning stack against unusual patterns.

Our machine learning stack then provides a maliciousness score, allowing us to suggest measures to you, on how you could proceed with the file. For example, instantly deleting the file in case of a malware catch, download a cleaned preview of the file we provide to you or just continue if no virus is detected.

STEP 1 Upload File

Upload your files to scan it against malware.
STEP 2 Check File against
Malware Campaigns
We check each upload against actual running malware campaigns using our Threat Intelligence Database.
STEP 3 Perform Static
Heuristic Analysis
We execute static heuristic analysis methods to gain more information about the uploaded data.
STEP 4 Execute Dimensional
Reduction
We execute dimensional reduction on the raw uploaded file to extract additional holistic features.
STEP 7 Prediction Amplification

The static heuristic analysis results acts as an amplifier to the gained predictions.
STEP 6 Apply our Artificial
Intelligence to the data 
The chunksets and holistic dimensional reduced features get truncated and predicted using our Deep Learning stack.
STEP 5 Separate the File
into multiple chunks
Additionally, we separate the file into sets of multiple correlating chunks. Each chunkset will be analyzed as an individual.
STEP 8 Final Classification

Based on the amplified results we calculate a final maliciousness score.
STEP 9 Return Result To User

We tell you, if your data contains malware and suggest how to proceed with the file.    A free Plugin for Browser Security
Malware.AI Browser Plugin helps to protect users from malicious downloads

Scan every download with our industry-leading vulnerability scanning technology.

Users have full control over which download or whether all downloads are automatically scanned for malicious files. In a future version, we will even check every website whether it is harmful or not.

For Mozilla Firefox, Google Chrome, Chromium based Browsers and in future also the new Microsoft Edge Browser.

Detect and block threats in files before you download them and protect yourself from one of the biggest entry points for malicious files.  A free Plugin for E-Mail Security
Malware.AI Outlook Plugin helps to protect users from malicious emails

Scan every email with our industry-leading vulnerability scanning technology.

Users have full control over which email or whether all emails are automatically scanned for malicious files.

For Microsoft Outlook version 2010 or higher.

Did you know that statistically every 15th e-mail contains a computer virus? Do not wait, detect and block threats in email before you receive them.    A free Plugin for Endpoint Security
Malware.AI Scanner analyses files you want to check for malicious content

Scan suspicious files with our industry-leading vulnerability scanning technology.

When the scanner detects malicious files, the user can delete those files with only one click, or if preferred they get deleted immediately after being detected.

All scan results get saved to a history you can search, sort or delete.

For Linux, macOS and Windows.     
https://www.virustotal.com/gui/url/e3909...?nocache=1      0/ 90
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https://www.malware.ai/
www.malware.ai
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Status
2023-01-31 03:38:55 UTCa moment ago
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