Neural Information Processing Systems http://nips.cc/

Moreover, we observe that the focus in the few related works falls on quantifying similarity in malware, often overlooking the clean data. This one-sided quantification is especially dangerous in the context of detection bypass.

The prediction concatenation (PreConc) operation is crucial for the multi-layer feature transformation in deep forest, though little has been known about its theoretical property.

To make the proof concise, we will assume matrixP is connected, otherwise we can perform the same operation inside each block. With the help of NDLS, Random Forest and XGBoost outperforms their base models by6.1% and 7.5% respectively. In these three networks, papers from different topics are considered asnodes, and the edges are citations among the papers. Industry is a short-form video graph, collected from a real-world mobile application from our industrial cooperativeenterprise. Wesampled 1,000,000 users and videos from the app, and treat these items as nodes.

Aweakness toexisting approaches isthattheyignore thefactthatadversarial example generation is often a sequential task where multiple similar problems are being solved in a row. That is, one has access to a large number of "normal" examples each of which should be perturbed to elicit