We address the problem of modeling and analyzing cyberattacks using a multimodal graph approach. We formulate the stages, actors, and outcomes of cyberattacks as a multimodal graph. Multimodal graph nodes include cyberattack victims, adversaries, autonomous systems, and the observed cyber events. In...
Learn how cybersecurity graph databases tackle the challenges of modern cyber threats such as the Equifax breach and provide security for our data.
Cyber attacks are becoming more sophisticated and diverse, making detection increasingly challenging. To combat these attacks, security practitioners actively summarize and exchange their knowledge about attacks across organizations in the form of cyber threat intelligence (CTI) reports. However, as CTI rep...
There are many ways that graph databases can assist in the fight against cybersecurity threats, such as: Looking for patterns of behavior associated with malicious attacks – this could include a user plugging in a mobile disk, copying a file and then removing the mobile disk – or a user ...
Graph Mining for Cybersecurity: A Survey The explosive growth of cyber attacks today, such as malware, spam, and intrusions, has caused severe consequenceson society. Securing cyberspace has becom... BO Yan,C Yang,DU CHUAN - 《Acm Transactions on Knowledge Discovery from Data》 被引量: 0...
attacks in the image domain, where the data is regularized Euclidean data consisting of fixed-size pixels, graph data lacks a fixed structure. Therefore, there are differences in the design of backdoor triggers for graph data. Currently, the main focus in backdoor attacks in graph neural ...
particular observations into a big picture, such as using a graph to represent particular events and observations and relations between them. The attack graphs are popular tools for representing cyber attacks, calculating their impact, and even projecting them and predicting the next step of an ...
Stay ahead of the game We work year-round to design new functionality that customers can quickly add to their applications. With our help, you’ll have the best visualizations around, and stay ahead of your competition. Cyber security resources Visualizing cyber security attacks Ransomware attack:...
graph theory; cyber-physics cross-domain attacks; power cascading failures; risk conduction across space1. Introduction As a critical piece of infrastructure, the power grid shoulders the important mission of providing a safe and reliable power supply for economic and social operations. In order to ...
αCyber: Enhancing Robustness of Android Malware Detection System against Adversarial Attacks on Heterogeneous Graph based Model, 📝CIKM Adversarial Attacks on Node Embeddings via Graph Poisoning, 📝ICML, Code GA Based Q-Attack on Community Detection, 📝TCSS Data Poisoning Attack against Knowledge ...