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08/09/2023
Targeted and Troublesome: Tracking and Advertising on Children's Websites
On the modern web, trackers and advertisers frequently construct and mon...
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05/30/2022
Domain Constraints in Feature Space: Strengthening Robustness of Android Malware Detection against Realizable Adversarial Examples
Strengthening the robustness of machine learning-based malware detectors...
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12/03/2021
IRShield: A Countermeasure Against Adversarial Physical-Layer Wireless Sensing
Wireless radio channels are known to contain information about the surro...
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10/07/2021
EvadeDroid: A Practical Evasion Attack on Machine Learning for Black-box Android Malware Detection
Over the last decade, several studies have investigated the weaknesses o...
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09/09/2020
Where's Crypto?: Automated Identification and Classification of Proprietary Cryptographic Primitives in Binary Code
The continuing use of proprietary cryptography in embedded systems acros...
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07/16/2020
Less is More: A privacy-respecting Android malware classifier using Federated Learning
Android remains an attractive target for malware authors and as such, th...
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01/29/2019
