FaceHack: Attacking Facial Recognition Systems Using Malicious Facial Characteristics

Recent advances in machine learning have opened up new avenues for its extensive use in real-world applications. Facial recognition, specifically, is used from simple friend suggestions in social-media platforms to critical security applications for biometric validation in automated border control a...

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Veröffentlicht in:	IEEE transactions on biometrics, behavior, and identity science behavior, and identity science, 2022-07, Vol.4 (3), p.361-372
Hauptverfasser:	Sarkar, Esha, Benkraouda, Hadjer, Krishnan, Gopika, Gamil, Homer, Maniatakos, Michail
Format:	Artikel
Sprache:	eng
Schlagworte:	Airline security Airports Artificial neural networks attack Automatic control backdoor Computational modeling Data analysis Data models Face recognition facial recognition Facial recognition technology Machine learning Muscles Neurons Outliers (statistics) privacy Real-time systems Security Shape Training trojan
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