Unspecified Haofan Huang Profile

Haofan Huang

at Hong Kong Polytechnic Univ

SPIE Involvement:

Author

Publications (1)

This will count as one of your downloads.

You will have access to both the presentation and article (if available).

DOWNLOAD NOW

This content is available for download via your institution's subscription. To access this item, please sign in to your personal account.

Email or Username Forgot your username?

Password Forgot your password?

Show

Keep me signed in

No SPIE account? Create an account

Proceedings Article | 4 October 2024 Presentation

Learning-based optical cryptosystem based on random speckles

Huanhao Li, Zhipeng Yu, Qi Zhao, Haofan Huang, Puxiang Lai

Proceedings Volume PC13118, PC1311816 (2024) https://doi.org/10.1117/12.3027631

KEYWORDS: Machine learning, Speckle, Network security, Computer security, Speckle pattern, Scattering, Modulation, Education and training, Polarization, Multiple scattering

Read Abstract +

Multiple scattering enables optical encryption: the input information (i.e., plaintext) is scrambled and only speckles (i.e., cyphertext) are output for access. The decryption, however, is ineffective with conventional methods. Recent intervention of deep learning (DL) decrypts information from speckles with much higher fidelity, driven by massive data. We developed a complex-valued platform to decrypt complex information (e.g., human face) from the speckles, with sufficient-high fidelity for face recognition. Continuous efforts endeavor for higher stability and security. By introducing a spin-multiplexing disordered metasurface as an ultra-stable speckle generator, the system demonstrates excellent decryption efficiency over extended periods in noisy environment with numerous encryption channels and a proposed double-secure scheme provides robust protection for the plaintext with a security key. Also, breaking inherent correlation among the speckles via a speckle modulation network can further boost the security and enable hierarchical authentication encryption. Collectively, speckle-based cryptosystem via DL is promising towards practice.

My Library

You currently do not have any folders to save your paper to! Create a new folder below.

Folder Name

Folder Description

View contact details

UPDATE YOUR PROFILE

Is this your profile? Update it now.

Sign into your SPIE.org account

Don’t have a profile and want one?

Create an account on SPIE.org

Access to the requested content is limited to institutions that have purchased or subscribe to SPIE eBooks. You are receiving this notice because your organization may not have SPIE eBooks access.*

*Shibboleth/Open Athens users─please sign in to access your institution's subscriptions.

To obtain this item, you may purchase the complete book in print or electronic format on SPIE.org.

ORGANIZATIONAL
Sign in with credentials provided by your organization.

Organizational Username

Organizational Password

Show/Hide Password

INSTITUTIONAL
Select your institution to access the SPIE Digital Library.

SELECT YOUR INSTITUTION

PERSONAL
Sign in with your SPIE account to access your personal subscriptions or to use specific features such as save to my library, sign up for alerts, save searches, etc.

PERSONAL SIGN IN

No SPIE Account? Create one

;

PURCHASE THIS CONTENT

SUBSCRIBE TO DIGITAL LIBRARY

50 downloads per 1-year subscription

Members: $195

Non-members: $335 ADD TO CART

25 downloads per 1 - year subscription

Members: $145

Non-members: $250 ADD TO CART

PURCHASE SINGLE ARTICLE

Includes PDF, HTML & Video, when available

Members:

Non-members: ADD TO CART

Keywords/Phrases

Search In:

Publication Years