A system and methods are provided for determining a vehicle action during a phantom projection attack, including processing a received image to identify a traffic object, and creating from the received image multiple processed images that are applied to respective neural network (NN) models. Latent representations of the multiple processed images from each of the NN models are then fed to a combiner model trained to determine whether the latent representations indicate a phantom projection attack, and, responsively to a determination of a phantom projection attack, issuing a phantom projection indicator.


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    Titel :

    Methods for detecting phantom projection attacks against computer vision algorithms


    Beteiligte:
    NASSI BEN (Autor:in) / ELOVICI YUVAL (Autor:in) / MIRSKY YISROEL AVRAHAM (Autor:in) / NASSI DUDI (Autor:in) / BEN NETHANEL RAZ (Autor:in)

    Erscheinungsdatum :

    07.01.2025


    Medientyp :

    Patent


    Format :

    Elektronische Ressource


    Sprache :

    Englisch


    Klassifikation :

    IPC:    G06V / G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen / B60W CONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION , Gemeinsame Steuerung oder Regelung von Fahrzeug-Unteraggregaten verschiedenen Typs oder verschiedener Funktion



    METHODS FOR DETECTING PHANTOM PROJECTION ATTACKS AGAINST COMPUTER VISION ALGORITHMS

    NASSI BEN / ELOVICI YUVAL / MIRSKY YISROEL AVRAHAM et al. | Europäisches Patentamt | 2021

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