Christian Wressnegger | DeepAI

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∙ 04/20/2022

Backdooring Explainable Machine Learning

Explainable machine learning holds great potential for analyzing and und...

0 Maximilian Noppel, et al. ∙

∙ 08/26/2021

Machine Unlearning of Features and Labels

Removing information from a machine learning model is a non-trivial task...

0 Alexander Warnecke, et al. ∙

∙ 06/08/2021

LaserShark: Establishing Fast, Bidirectional Communication into Air-Gapped Systems

Physical isolation, so called air-gapping, is an effective method for pr...

0 Niclas Kühnapfel, et al. ∙

∙ 10/19/2020

Dos and Don'ts of Machine Learning in Computer Security

With the growing processing power of computing systems and the increasin...

0 Daniel Arp, et al. ∙

∙ 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...

0 Tim Witschel, et al. ∙

∙ 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...

0 Ansgar Kellner, et al. ∙

∙ 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...

0 Alexander Warnecke, et al. ∙

∙ 11/25/2018

Poisoning Behavioral Malware Clustering

Clustering algorithms have become a popular tool in computer security to...

0 Battista Biggio, et al. ∙

∙ 08/28/2018

Web-based Cryptojacking in the Wild

With the introduction of memory-bound cryptocurrencies, such as Monero, ...

0 Marius Musch, et al. ∙

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