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04/20/2022
Backdooring Explainable Machine Learning
Explainable machine learning holds great potential for analyzing and und...
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08/26/2021
Machine Unlearning of Features and Labels
Removing information from a machine learning model is a non-trivial task...
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06/08/2021
LaserShark: Establishing Fast, Bidirectional Communication into Air-Gapped Systems
Physical isolation, so called air-gapping, is an effective method for pr...
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10/19/2020
Dos and Don'ts of Machine Learning in Computer Security
With the growing processing power of computing systems and the increasin...
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04/25/2020
Aim Low, Shoot High: Evading Aimbot Detectors by Mimicking User Behavior
Current schemes to detect cheating in online games often build on the as...
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12/09/2019
Political Elections Under (Social) Fire? Analysis and Detection of Propaganda on Twitter
For many, social networks have become the primary source of news, althou...
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06/05/2019
Don't Paint It Black: White-Box Explanations for Deep Learning in Computer Security
Deep learning is increasingly used as a basic building block of security...
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11/25/2018
Poisoning Behavioral Malware Clustering
Clustering algorithms have become a popular tool in computer security to...
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08/28/2018