Submission

Papers submitted to this Special Session will follow the same submission, review, and publication process as regular FG 2027 papers. The Special Session is fully integrated into the FG 2027 main conference program, and submissions will undergo the same rigorous peer-review process as regular conference papers.

Download the full Call for Papers HERE.

Download the A2D-BIOM flyer HERE.

A2D-BIOM topics of interest include, but are not limited to:

• Presentation Attack Detection: print, replay, 3D masks, silicone, cosmetic and surgical alteration

• Video Identity Attacks: deepfakes, reenactment, puppeteering, avatar-driven impersonation

• Gesture & Body Spoofing: liveness, motion replay, gait and body-movement attacks

• Face Morphing & Manipulation: morphing, demorphing, and ID-document manipulation

• Synthetic Attack Generation: diffusion- and GAN-based attack generation

• Zero/Few-Shot Attack Detection: vision-language and multimodal models for unseen attacks

• Explainable Attack Detection: interpretable decisions and human-meaningful evidence

• Adversarial Robustness: adversarial attacks and defenses for face and body recognition

• Injection & Capture Attacks: virtual cameras, stream injection, and replay attacks

• Template Reconstruction Attacks: face reconstruction from biometric templates

• Evaluation, Standards & Governance: datasets, benchmarks, protocols, certification, regulation, and ethics

Accepted papers will be published as part of the regular FG 2027 conference proceedings and made available through IEEE Xplore. They will not appear in separate workshop proceedings. All authors should carefully review the official FG 2027 submission and author guidelines and ensure that their manuscripts comply with the conference requirements. Submissions must present original and unpublished work and must not be simultaneously submitted to another venue.

FG 2027 will take place April 26–30, 2027, in Marrakesh, Morocco, as a fully in-person conference. Authors of accepted Special Session papers are expected to register for and present their work at the conference.