28 citations · 29 across the 2 of their papers we have counts for
2 papers
cs.CR2020★ 1 cited
Being Single Has Benefits. Instance Poisoning to Deceive Malware Classifiers
Tzvika Shapira, David Berend, Ishai Rosenberg +3
The performance of a machine learning-based malware classifier depends on the large and updated training set used to induce its model. In order to maintain an up-to-date training s…
cs.CR2020★ 28 cited
Dynamic Adversarial Patch for Evading Object Detection Models
Shahar Hoory, Tzvika Shapira, Asaf Shabtai +1
Recent research shows that neural networks models used for computer vision (e.g., YOLO and Fast R-CNN) are vulnerable to adversarial evasion attacks. Most of the existing real-worl…