5th December 2013 By This is the first part of a three part introductory tutorial on artificial neural networks. In this first tutorial we will discover what neural networks are, why they're useful for solving certain types of tasks and finally how they work. IntroductionComputers are great at solving algorithmic and math problems, but often the world can't easily be defined with a mathematical algorithm. Facial recognition and language processing are a couple of examples of problems that can't easily be quantified into an algorithm, however these tasks are trivial to humans. The key to Artificial Neural Networks is that their design enables them to process information in a similar way to our own biological brains, by drawing inspiration from how our own nervous system functions.
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The XData Ransomware carries out a typical ransomware attack, encrypting the victims' files to demand the payment of a ransom from the victim. It is crucial to take steps to protect computers from ransomware Trojans like this one, especially as the XData Ransomware attacks start spreading beyond the Ukraine's borders. May 19, 2017 - xdata~ to the names of encrypted files, and drops a ransom note. Out an alert to members should the XData ransomware campaign begin to.
A week after the global outbreak of WannaCryptor, also known as WannaCry, another ransomware, known as XData, has been making rounds. A week after the global, also known as WannaCry, another ransomware variant has been making the rounds. Detected by ESET as, and also known as XData ransomware, the threat has been most prevalent in Ukraine, with 96% of the total detections between May 17th and May 22th, and peaking on Friday, May 19th.
ESET has protected its customers against this threat since May 18th. However, we’ve been tracking the malware since December 8th, 2016, when the version Win32/Filecoder.AESNI.A first appeared. For the AESNI.A variant, some of the decryption keys have been recently published on a. Based on ESET’s research, the ransomware appears to have been distributed through a Ukrainian document automation system widely used in accounting. Since the infection ratio is still low, a probable distribution scenario involves some kind of – e.g. Connected to a malicious software update – however, it is still early to tell with absolute certainty. Once it infects a computer, the main file drops a legitimate system utility – PsExec – and then executes the dropped ransomware sample (Win32/Filecoder.AESNI.C.).
If executed with admin privileges, the ransomware can infect an entire network. To do so, it uses the Mimikatz tool to extract admin credentials and then uses them to run a copy of itself on all computers in the internal network. If you’re interested in why the threat is called AESNI, it is derived from the ransom note dropped by one of its previous variants: Moreover, there is also a functionality behind the name – the ransomware checks whether the affected machine supports aka AES-NI. If that’s the case, it uses it to encrypt victims’ data faster thanks to hardware acceleration. How to stay safe Particularly in this case, separating admin and user accounts would prevent much of the damage, as the XData ransomware misuses admin passwords if run on accounts with admin privileges. Without admin privileges, XData is only able to infect one computer instead of the whole network. In general, here’s what you can do to protect yourself against most ransomware:.
Use a reliable that utilizes multiple layers to protect you from similar threats in the future. Make sure to update and patch your operating system regularly. on a remote hard disk or location that will not be hit in case of a network infection. Never click on attachments and links in suspicious or unexpected emails.
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