![]() The dataset contains a folder and its zip for each of the experiments. The Android RATs used in the dataset are: The dataset consists of 8 packet captures from 8 executed Android RATs. Its goal is to offer the community a dataset to learn and analyze the network behavior of RATs to propose new detections to protect our devices. The way that these particular forms of malware are cheap - or free - shows cybercriminals want to pay as little as possible and, because they're criminals, they're not beyond using ripped or stolen versions of the software.The Android Mischief Dataset is a dataset of network traffic from mobile phones infected with Android RATs. However, cracked versions of it are far cheaper on underground forums. DroidJack – an Android trojan from 2014 which sold lifetime licenses for just over $200.It's the only ransomware strain that was highly popular with dark web forum users. The GandCrab authors announced their retirement in June 2019, claiming affiliates had made billions of dollars. GandCrab – a prolific form of ransomware which offered an affiliate scheme that allowed users to easily distribute file-locking malware.SpyNote – a freely-available Android-based RAT containing keylogging and GPS functionality, which first emerged in 2016.Its source code is available online and, despite its age, it remains a popular form of malware, especially for those targeting older systems. njRat – a Windows remote-access trojan that first emerged in 2012.Some of the most popular forms of malware across all the analysed languages include: The top choices were simple-to-use, readily-available forms of malware, suggesting that for many cybercriminals, getting their hands on malware is the main goal - it doesn't necessarily have to be sophisticated. ![]() ![]() Across the different forums, many of the forms of malware discussed were universally popular. The languages analysed include English, Russian, Chinese, Spanish, Arabic and others. ![]()
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January 2023
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