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11/16/2021
NatiDroid: Cross-Language Android Permission Specification
The Android system manages access to sensitive APIs by permission enforc...
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10/14/2019
Man-in-the-Middle Attacks against Machine Learning Classifiers via Malicious Generative Models
Deep Neural Networks (DNNs) are vulnerable to deliberately crafted adver...
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02/06/2019
Daedalus: Breaking Non-Maximum Suppression in Object Detection via Adversarial Examples
We demonstrated that Non-Maximum Suppression (NMS), which is commonly us...
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08/10/2018
Android HIV: A Study of Repackaging Malware for Evading Machine-Learning Detection
Machine learning based solutions have been successfully employed for aut...
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03/14/2018