Presents intent-based API design patterns using Protocol Buffers, scopes for algorithm decoupling, stable key IDs, and abstract policies to enable cryptographic agility without application code changes.
CARAF: Crypto Agility Risk Assess- ment Framework.Journal of Cybersecurity, 7(1):tyab013, 2021
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Extending SPHBI to Modbus TCP on the CIC Modbus 2023 dataset, limited application-layer data yields 98.1% binary accuracy with 63 parameters and 94.4% multiclass accuracy with 56,873 parameters, though replay attacks remain undetectable by single-packet methods.
citing papers explorer
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Intent-Based Cryptographic API Design for Cryptographic Agility
Presents intent-based API design patterns using Protocol Buffers, scopes for algorithm decoupling, stable key IDs, and abstract policies to enable cryptographic agility without application code changes.
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Binary Image-Based Intrusion Detection for Operational Technology Networks: Extending the SPHBI Methodology from IoT to Modbus TCP
Extending SPHBI to Modbus TCP on the CIC Modbus 2023 dataset, limited application-layer data yields 98.1% binary accuracy with 63 parameters and 94.4% multiclass accuracy with 56,873 parameters, though replay attacks remain undetectable by single-packet methods.