While machine-learning algorithms have demonstrated a strong ability in detecting Android
malware, they can be evaded by sparse evasion attacks crafted by injecting a small set of …

Ransomware is malicious software that encrypts data before demanding payment to unlock
them. The majority of ransomware variants use nearly identical command and control (C&C) …

Crypto-ransomware attacks pose a significant cyber threat due to the irreversible effect of
encryption employed to deny access to the data on the victim's device. Existing state-of-the …

Abstract Machine learning is used for addressing several detection and classification tasks
in cybersecurity. Typically, detectors are modeled through complex learning algorithms that …

Malware detection is one of the areas where machine learning is successfully employed due
to its high discriminating power and the capability of identifying novel variants of malware …

From ransomware, able to cipher data and ask for a ransom to have back access to own
files, to spyware, developed to collect private and sensitive information regarding the user's …

Crypto-ransomware attacks pose a significant cyber threat due to the irreversible effect of
encryption employed to deny access to the data on the victim's device. Existing state-of-the …