Code authorship attribution is the process of identifying the author of a given code. With
increasing numbers of malware and advanced mutation techniques, the authors of malware …

With the growing processing power of computing systems and the increasing availability of
massive datasets, machine learning algorithms have led to major breakthroughs in many …

Cross-site scripting attack (abbreviated as XSS) is an unremitting problem for the Web
applications since the early 2000s. It is a code injection attack on the client-side where an …

Malicious applications pose a threat to the security of the Android platform. The growing
amount and diversity of these applications render conventional defenses largely ineffective …

Today's systems produce a rapidly exploding amount of data, and the data further derives
more data, forming a complex data propagation network that we call the data's lineage …

Large language models (LLMs) have demonstrated significant potential in the realm of
natural language understanding and programming code processing tasks. Their capacity to …

We investigate a family of poisoning attacks against Support Vector Machines (SVM). Such
attacks inject specially crafted training data that increases the SVM's test error. Central to the …

Is Android malware classification a solved problem? Published F1 scores of up to 0.99
appear to leave very little room for improvement. In this paper, we argue that results are …

Browser fingerprinting is an invasive and opaque stateless tracking technique. Browser
vendors, academics, and standards bodies have long struggled to provide meaningful …

Phishing is a critical threat to Internet users. Although an extensive ecosystem serves to
protect users, phishing websites are growing in sophistication, and they can slip past the …