Search Results for author: Furkan Mumcu

Found 2 papers, 0 papers with code

Multimodal Attack Detection for Action Recognition Models

no code implementations13 Apr 2024 Furkan Mumcu, Yasin Yilmaz

In addition, we analyze our method's real-time performance with different hardware setups to demonstrate its potential as a practical defense mechanism.

Action Recognition Temporal Action Localization

Adversarial Machine Learning Attacks Against Video Anomaly Detection Systems

no code implementations7 Apr 2022 Furkan Mumcu, Keval Doshi, Yasin Yilmaz

We demonstrate how Wi-Fi deauthentication attack, a notoriously easy-to-perform and effective denial-of-service (DoS) attack, can be utilized to generate adversarial data for video anomaly detection systems.

Anomaly Detection BIG-bench Machine Learning +2

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