Cause鈥揺ffect graph testing is a common black-box testing technique, which is equivalently representing Boolean relations between input parameters. However, the other traditional black-box strategies cannot ide
a watermarked graph neural network based on backdoor attacks is proposed (Xu et al.2021), which can verify the ownership of GNN models by training to embed watermarks into the host models. (Chen et al.2023). find that feature triggers corrupt the feature space of the original dataset, res...
Graph-based This approach represents code in a graph structure, primarily using a code property graph (CPG) composed of an abstract syntax tree (AST), control flow graph (CFG), context flow graph (XFG), and program dependency graph (PDG) for intermediate code representation32. While graph-bas...
Lab-2: L1/L2 Graph based algorithm acceleration and evaluation for ultrasound tool box case Lab purpose Run a L1 Example Run a L2 Example L2 APIs Input Arguments Lab-3: L2 Graph based algorithm acceleration and evaluation for ultrasound All in AIE case Run a L2 graph_scanline case...
Additionally, issues such as unstable data distributions, variability, and data drift exacerbate the challenges faced by anomaly detection methods in industrial data analysis and decision-making. This study presents a dynamic graph-based graph attention network for anomaly detection in a multivariate time...
Furthermore, current biomedKG-based drug repurposing frameworks do not utilize drug and disease similarities in a single computational framework. The concept of “guilt-by-association" (GBA)18, where the function of a biological entity is inferred by investigating its direct neighbors, has been a ...
Existing methods for fine-scale air quality assessment have significant gaps in their reliability. Purely data-driven methods lack any physically-based mechanisms to simulate the interactive process of air pollution, potentially leading to physically inc
binding to an ephemeral port. This means that the generated tests can be used forregression testing(e.g., added to the Git repository of the application, and run with any build tool such as Maven and Gradle). For black-box testing, you will need to make sure the application is up and...
binding to an ephemeral port. This means that the generated tests can be used forregression testing(e.g., added to the Git repository of the application, and run with any build tool such as Maven and Gradle). For black-box testing, you will need to make sure the application is up and...
Furthermore, current biomedKG-based drug repurposing frameworks do not utilize drug and disease similarities in a single computational framework. The concept of “guilt-by-association" (GBA)18, where the function of a biological entity is inferred by investigating its direct neighbors, has been a ...