Search Results for author: Annalisa Franco

Found 8 papers, 2 papers with code

ONOT: a High-Quality ICAO-compliant Synthetic Mugshot Dataset

no code implementations17 Apr 2024 Nicolò Di Domenico, Guido Borghi, Annalisa Franco, Davide Maltoni

Following this intuition, in this paper we introduce ONOT, a synthetic dataset specifically focused on the generation of high-quality faces in adherence to the requirements of the ISO/IEC 39794-5 standards that, following the guidelines of the International Civil Aviation Organization (ICAO), defines the interchange formats of face images in electronic Machine-Readable Travel Documents (eMRTD).

Dealing with Subject Similarity in Differential Morphing Attack Detection

2 code implementations11 Apr 2024 Nicolò Di Domenico, Guido Borghi, Annalisa Franco, Davide Maltoni

The advent of morphing attacks has posed significant security concerns for automated Face Recognition systems, raising the pressing need for robust and effective Morphing Attack Detection (MAD) methods able to effectively address this issue.

Face Recognition

V-MAD: Video-based Morphing Attack Detection in Operational Scenarios

no code implementations10 Apr 2024 Guido Borghi, Annalisa Franco, Nicolò Di Domenico, Matteo Ferrara, Davide Maltoni

In response to the rising threat of the face morphing attack, this paper introduces and explores the potential of Video-based Morphing Attack Detection (V-MAD) systems in real-world operational scenarios.

Face Verification

Detecting Morphing Attacks via Continual Incremental Training

no code implementations27 Jul 2023 Lorenzo Pellegrini, Guido Borghi, Annalisa Franco, Davide Maltoni

Scenarios in which restrictions in data transfer and storage limit the possibility to compose a single dataset -- also exploiting different data sources -- to perform a batch-based training procedure, make the development of robust models particularly challenging.

Continual Learning

Morphing Attack Potential

1 code implementation28 Apr 2022 Matteo Ferrara, Annalisa Franco, Davide Maltoni, Christoph Busch

In security systems the risk assessment in the sense of common criteria testing is a very relevant topic; this requires quantifying the attack potential in terms of the expertise of the attacker, his knowledge about the target and access to equipment.

Face Recognition

Template co-updating in multi-modal human activity recognition systems

no code implementations4 Dec 2019 Annalisa Franco, Antonio Magnani, Dario Maio

Multi-modal systems are quite common in the context of human activity recognition; widely used RGB-D sensors (Kinect is the most prominent example) give access to parallel data streams, typically RGB images, depth data, skeleton information.

Human Activity Recognition

Face morphing detection in the presence of printing/scanning and heterogeneous image sources

no code implementations25 Jan 2019 Matteo Ferrara, Annalisa Franco, Davide Maltoni

Face morphing represents nowadays a big security threat in the context of electronic identity documents as well as an interesting challenge for researchers in the field of face recognition.

Data Augmentation Face Recognition

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