Malicious applications (particularly those targeting the Android platform) pose a serious
threat to developers and end-users. Numerous research efforts have been devoted to …

In this paper we present LiM (" Less is More"), a malware classification framework that
leverages Federated Learning to detect and classify malicious apps in a privacy-respecting …

Today digital technologies are evolving to accommodate small businesses and young
entrepreneurs by reducing their time-to-market while encouraging rapid innovation in …

Today many people use Internet technology, for various needs. Starting from shopping,
transportation and education, using the Internet as a digital service. Equipment in accessing …

Android accessibility features include a robust set of tools allowing developers to create
apps for assisting people with disabilities. Unfortunately, this useful set of tools can also be …

间谍软件是攻击者广泛采用的一类信息窃取类恶意软件, 具有高威胁性, 高隐蔽性等特点.
间谍软件在实施窃密行为时通常采用触发执行策略, 使得基于软件行为的动态检测方法难以在短 …

Users increasingly rely on mobile apps for everyday tasks, including security-and privacy-
sensitive tasks such as online banking, e-health, and e-government. Additionally, a wealth of …

Anubis Android banking trojan has been widespread worldwide which caused millions of
economy loss while it has been evolving both numerically and swiftly. To chase with the …

Potentially Harmful Apps (PHAs), like any other type of malware, are a problem. Even
though Google tries to maintain a clean app ecosystem, Google Play Store is still one of the …

Mobile devices, particularly Android-based devices, have become essential to our daily
lives. However, this trend has also increased the number and sophistication of mobile …