… how attack graphs and attack trees represent cyber-attacks in … to presenting cyber-attacks
as attack graphs or attack trees, … way cyber-attacks are represented in attack graphs and attack …

… In particular, we evaluate the loss based on xi when perturbing a node vi in the graph.
Thus, the loss change for a selected node xi can be defined and described as follows: …

… different graph attacks and defenses along with their contributions and limitations, as well as
summarize the evaluation … Besides the applications mentioned above, attacking graphs in …

… from the poison attack [17, 19], where the target model is retrained on the attacked graph. In
… is significantly larger than those commonly used in existing graph attack studies [19, 25, 26]. …

… ATLAS recovers attack steps and construct attack stories with an average of 91.06% …
security investigators with a new means of identifying the attack events that make up the attack …

… flow-based features as well as 3 graph based features from network traffic to characterize
the behavior of botnets. We perform hybrid analysis of flow based and graph based features of …

… , especially in cybersecurity. In this paper, we offer a review on attack detection methods
involving … Specifically, we firstly summarize fundamental problems of network security and attack …

… • We examine the attack strategy based on network load using a stochastic model, and
derive the expression of the probability to conduct a successful double-spending attack. The …

… attacked graphs respectively. δA = A′ −A is the difference between the clean and attacked
graphs … added to the clean graph or removed from it as a result of the attack. We compute the …

… For instance, we achieve 0.98 attack AUC on the DD dataset. Third, … graph reconstruction
attack that can reconstruct a graph that has similar graph structural statistics to the target graph. …