Security Professional Specializing In Biometric Authentication

14 hours ago


Sydney, New South Wales, Australia Bebeeidentity Full time

Senior Identity Security Specialist
The Senior Identity Security Specialist develops advanced systems to detect and prevent spoofing attacks during biometric authentication processes.
This role involves utilizing machine learning and deep learning techniques to create models capable of distinguishing between genuine human interactions and fraudulent attempts.
Responsibilities:
Develop and design liveness detection systems that utilize AI algorithms to differentiate between real and fake biometric data.
Build and optimize deep learning models specifically for liveness detection, selecting appropriate algorithms, conducting experiments, and optimizing model parameters to enhance accuracy and reliability.
Identify and extract features from biometric data that are crucial for detecting spoofing attempts, including texture analysis, motion-based detection, and 3D depth analysis.
Collaborate with data scientists to collect, clean, and preprocess large datasets required for training liveness detection models, ensuring data integrity and suitability for model development.
Implement machine learning algorithms capable of processing real-time biometric data to detect inconsistencies indicative of spoofing attempts, integrating multimodal approaches such as facial recognition, fingerprint scanning, and iris recognition.
Conduct rigorous testing of liveness detection systems to ensure performance in real-world scenarios, validating models against various spoofing techniques to ensure robustness.
Requirements:
In-depth understanding of machine learning frameworks such as TensorFlow, Keras, or PyTorch, with experience in developing deep learning models.
Proficiency in programming languages such as Python, Java, or R for model development and algorithm implementation.
Strong problem-solving abilities with a solid grasp of statistics, probability theory, and data analysis techniques.
Ability to work effectively with cross-functional teams to achieve common goals.
Experience in similar roles focusing on anti-spoofing or biometric security systems.
Benefits:
Discounted health plan rate and optical assistance.
Life assurance and income protection.
Option to buy additional annual leave days.
Employee Assistance Program.
Flexible working arrangements.
Access to learning and development resources.



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