Encryption API Using Algorithm Indicators for Neural Network Parameters
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Solution Overview
Problem
Existing encryption algorithms lack efficient mechanisms for identifying and utilizing appropriate encryption algorithms for data protection, particularly in the context of neural network parameters, leading to suboptimal data security and resource utilization.
Innovation Solution
A system and method for identifying and utilizing encryption algorithms through the use of computer-executable instructions and lookup tables that associate encryption algorithm indicators with specific algorithms, enabling dynamic selection and application of encryption and decryption processes for neural network parameters.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Reliability
If traditional encryption algorithms are used without identification mechanisms, then data protection is provided, but the system cannot dynamically select appropriate algorithms leading to suboptimal security and resource utilization
Solution Approach 1:
The patent applies preliminary action by pre-computing and storing encryption algorithm identifiers in lookup tables before they are needed. The system pre-processes encryption algorithms to generate compact identifiers that can be quickly retrieved during runtime, eliminating the need for complex real-time algorithm selection and evaluation
Solution Approach 2:
The patent introduces an intermediary mechanism in the form of encryption algorithm identifiers that mediate between the data protection requirement and the encryption algorithm selection. These identifiers act as a bridge, allowing the system to efficiently select appropriate encryption algorithms without directly comparing entire algorithm implementations
2Adaptability or versatility
If multiple encryption algorithms are maintained for different scenarios, then adaptability improves, but device complexity and computational overhead increase
Solution Approach 1:
The patent extracts the essential identifying characteristics of encryption algorithms into separate identifier values, separating the selection mechanism from the full algorithm implementations. This extraction allows the system to maintain multiple encryption algorithms while using a simplified identifier-based selection process that reduces overall system complexity
Solution Approach 2:
The patent creates a universal identifier system that can represent multiple different encryption algorithms through a common lookup table structure. This universal mechanism allows the same identifier retrieval process to work across various encryption algorithms, reducing the need for algorithm-specific selection logic
3Adaptability or versatility
If encryption algorithm identification is implemented without efficient lookup structures, then algorithm selection is possible, but computational overhead and processing time increase
Solution Approach 1:
The patent applies preliminary action by pre-organizing encryption algorithms into lookup tables with pre-computed identifiers before runtime operations. This pre-processing ensures that during actual encryption operations, the system can quickly retrieve algorithm identifiers without performing complex searches or comparisons
Solution Approach 2:
The patent creates simplified copies of encryption algorithm metadata in the form of compact identifiers stored in lookup tables. These identifier copies allow the system to perform rapid algorithm selection based on lightweight data structures rather than analyzing full algorithm implementations during runtime
Data Source
AI summary
Apparatuses, systems, and techniques to perform an application programming interface (API). In at least one embodiment, said API is to cause information to be encrypted based, at least in part, on one or more encryption algorithm indicators.