IJCB Special Session:
Responsible AI for Biometrics
15 - 18 September 2024, Buffalo, New York, USA
IJCB Special Session:
Responsible AI for Biometrics
15 - 18 September 2024, Buffalo, New York, USA
The proposed session on Responsible AI for Biometrics (AI4BIO) is critical and timely, given the rapid expansion and integration of biometric technologies into various sectors such as security, finance, healthcare, and consumer electronics. The ethical deployment of these technologies is crucial to avoid potential misuse, discrimination, and violation of privacy and human rights.
Below is a detailed list of the topics that fall within this domain:
Accountability: Establishing mechanisms to hold developers and users of biometric technologies accountable for how these systems are deployed and their societal impacts.
Equity: Ensuring that biometric solutions are developed and implemented in a way that does not perpetuate existing societal inequalities or create new ones.
Inclusion: Designing biometric systems that are inclusive of diverse populations, considering various demographics to avoid systemic biases.
Sustainability: Developing biometric technologies in an environmentally sustainable manner, minimizing ecological impacts across the lifecycle of the technology.
Transparency: Making the functionalities, data handling practices, and decision-making processes of biometric systems open and understandable to users and other stakeholders.
Accessibility: Ensuring that biometric technologies are easily usable and accessible to people across different abilities and contexts.
Safety: Guaranteeing that biometric technologies are safe for all users, preventing potential harm and ensuring robust protection against misuse.
Fairness: Implementing measures to ensure that biometric systems operate impartially and do not discriminate against any individual or group.
Sensitivity to Culture and Context: Adapting biometric solutions to respect cultural nuances and the specific needs of different societal contexts.
Privacy: Safeguarding personal biometric data against unauthorized access and ensuring that data collection and processing respect user privacy.
Security: Protecting biometric systems from unauthorized access, data breaches, and other security threats to maintain the integrity of the systems and the trust of the users.
The topics outlined—ranging from accountability and fairness to privacy and security—address comprehensive and crucial issues that ensure biometric technologies are developed and used in a manner that benefits society without compromising ethical standards. The significance of these topics lies in their holistic approach to the responsible integration of biometrics in society. Each topic, such as equity, inclusion, and sensitivity to culture and context, acknowledges the profound implications biometric technologies have on diverse populations. The novelty comes from addressing these issues in a combined manner, offering a multifaceted view that is often missing in more technically focused discussions. This comprehensive approach ensures that technological advancements enhance societal well-being and do not perpetuate or exacerbate existing disparities.
Submission
Format
Prospective authors are invited to submit high-quality papers representing original results. Submissions will follow IJCB 2024 format. The CMT online submission site is at https://cmt3.research.microsoft.com/AI4BIO2024. All accepted papers presented in AI4BIO 2024 will be published as part of the IJCB 2024.
Important Dates
Paper submission deadline: July 3, 2024 July 10, 2024
Paper decision deadline: July 24, 2024
Camera-ready: August 3, 2024
CAMERA-READY INSTRUCTIONS: https://ijcb2024.ieee-biometrics.org/camera-ready-instructions/
Organizers