为电化学介导加密量身定制导电水凝的拓网络
Yuke Yan1, Xinyue Liu1, Chuanjie Liu1
1Key Laboratory of Cluster Science, Ministry of Education of China, Key Laboratory of Photoelectronic/Electrophotonic Conversion Materials, School of Chemistry and Chemical Engineering, Beijing Institute of Technology, Beijing, 100081, P. R. China.
Advanced materials (Deerfield Beach, Fla.)
|October 11, 2025
概括
本研究介绍了一种用于先进信息安全的新水凝策略. 新方法创造了无法克隆的电化学行为,为加密原体提供了对机器学习攻击的优越保护.
科学领域:
- 材料科学 材料科学 材料科学
- 信息安全 信息安全
- 聚合物化学 聚合物化学
背景情况:
- 信息安全对于智能社会至关重要.
- 物理非可克隆的加密原体使用随机结构,但易受机器学习的影响.
- 现有的方法缺乏足够的挑战-响应对.
研究的目的:
- 开发一种新的基于水凝的物理非克隆的加密原始.
- 为了加强对机器学习攻击的安全性.
- 使用拓聚合物网络创建无法克隆的电化学行为.
主要方法:
- 区域组装交叉连接 (RAC) 战略用于水凝.
- 电场增强相位分离以创建离子-电子转导结 (PPy:PSS).
- 利用不同的传导时间来实现独特的电化学反应.
主要成果:
- 产生了超过10^19个挑战-响应对,超过了安全要求.
- 证明了对机器学习攻击 (线性回归,MLP,变压器) 的增强抵抗力.
- 成功地将独特的聚合物网络拓结构转化为不可预测的电化学反应.
结论:
- RAC水凝表现出宏观的,无法克隆的电化学行为.
- 这种方法为信息技术中的水凝阶段工程建立了一个新的范式.
- 该技术为安全的信息存储和处理提供了强大的解决方案.
相关概念视频
Controlled-Potential Coulometry: Electrolytic Methods
Controlled-potential coulometry, also known as potentiostatic coulometry, employs a three-electrode system in which the working electrode's potential is precisely regulated using a potentiostat. Platinum working electrodes are utilized for positive potentials, while mercury pool electrodes are favored for extremely negative potentials. The platinum counter electrode is separated from the analyte using a membrane or salt bridge to avoid interference in the analysis.
The chosen potential ensures...
The chosen potential ensures...
The Debye–Hückel Theory of Electrolyte Solutions
The Debye–Hückel theory, established by Peter Debye and Erich Hückel in 1923, is a fundamental concept in physical chemistry. It provides an understanding of the behavior of strong electrolytes in solution, particularly explaining their deviations from ideal behavior.The theory is based on Coulombic interactions (the attraction or repulsion between charged particles) between ions in solution. In an ionic solution, oppositely charged ions tend to attract each other. This means that cations...
Ostwald’s Dilution Law
Consider a binary electrolyte AB with a concentration ‘c’ that reversibly dissociates into its constituent ions. The degree of this dissociation is represented by ⍺. This means that the equilibrium concentration of each ionic species can be expressed as ⍺c. As well as this, the fraction of the electrolyte that remains undissociated at equilibrium is given by (1−⍺). The corresponding equilibrium concentration for this undissociated portion is then calculated as (1−⍺)c. For such solutions,...
Theory of Strong Electrolytes
The interionic forces of the strong electrolytes depend on the solvent's dielectric constant, which is the ability of a solvent to store electrical energy, based on its polarizability. and the solution's concentration. In high-dielectric solvents and in dilute solutions, weak electrostatic forces keep ions apart. However, in low-dielectric solvents or concentrated solutions, stronger interionic forces may cause ions to pair up as ionic doublets despite being fully ionized. The theory of strong...
Electrochemical Systems
Electrochemical systems provide a fascinating insight into the dynamic interplay of charged species within various phases. One notable example is the interaction between a membrane permeable to K⁺ ions but not to Cl⁻ ions, separating an aqueous KCl solution from pure water. As K⁺ ions diffuse through the membrane, they generate net charges on each phase, leading to a potential difference between them.Similarly, when a piece of Zn is immersed in an aqueous ZnSO₄ solution, the Zn metal, composed...
The Electrical Double Layer
In the region where two bulk phases meet, an intricate electric charge distribution arises due to charge transfer, ion adsorption, molecular orientation, and charge distortion. This complex distribution is commonly referred to as the electrical double layer.When a solid electrode interfaces with ions in an electrolyte solution, the speed of electron transfer dictates the rates of oxidation and reduction. The electrode acquires a charge through the escape of atoms into the solution as cations or...


