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物联网应用的轻量级AES设计:FPGA和ASIC中的优化与DFA对抗策略
Lightweight AES Design for IoT Applications: Optimizations in FPGA and ASIC With DFA Countermeasure Strategies
| 作者 | Salman Ahmed · Nabihah Ahmad · Nasir Ali Shah · Ghulam E. Mustafa Abro · Ardhi Wijayanto · Abdinasir Hirsi |
| 期刊 | IEEE Access |
| 出版日期 | 2025年1月 |
| 技术分类 | 储能系统技术 |
| 技术标签 | 储能系统 SiC器件 故障诊断 |
| 相关度评分 | ★★★★★ 5.0 / 5.0 |
| 关键词 | 物联网 高级加密标准 轻量级架构设计 侧信道攻击 应对措施 |
语言:
中文摘要
随着设备互联性增加,物联网IoT已革新工业和日常生活。然而IoT设备扩散也增加安全风险,需要对敏感数据和关键基础设施的强大保护机制。高级加密标准AES仍是保护IoT系统的基准,同时平衡低功耗、最小面积使用和适度吞吐量与高安全性。本文全面综述最新轻量级AES架构设计,包括S盒、SubBytes、ShiftRows、MixColumns和AddRoundKey步骤优化,评估其对FPGA和ASIC实现中门数、面积、最大频率、功耗和吞吐量的影响。研究还解决轻量级AES加密硬件对侧信道攻击SCA的脆弱性,特别聚焦差分故障分析DFA。分析探索故障场景、轮次和注入位置以评估故障严重性。研究综述突出故障检测方法、错误检测级别、保护位置和相关设计开销的DFA对抗措施,特别考虑资源受限IoT设备。识别轻量级AES和安全挑战的关键空白,同时讨论平衡安全性与设计效率的对抗措施。
English Abstract
With the increasing interconnectivity of devices, the Internet of Things (IoT) has revolutionized the industry and daily life. However, the proliferation of IoT devices has also increased security risks, which requires robust protection mechanisms for sensitive data and critical infrastructure. The Advanced Encryption Standard (AES) remains the benchmark for securing IoT systems while balancing low power consumption, minimal area usage, and moderate throughput with high security. This paper offers a comprehensive review of the latest lightweight AES architectural designs, including optimizations to the Substitution Box (S-Box), Sub-Bytes, Shift Rows, Mix Columns, and Add Round Key steps, assessing their impact on gate count, area, maximum frequency, power consumption, and throughput in field programable gate arrays (FPGA) and Application-specific integrated circuit (ASIC) implementations. In addition, this study addresses vulnerabilities in lightweight AES cryptographic hardware to side-channel attacks (SCA), specifically focusing on Differential Fault Analysis (DFA). In addition, the analysis explores fault scenarios, rounds, and injection positions to assess the severity of the fault. In addition, the study reviews DFA countermeasures that highlight fault detection methods, error detection levels, protection positions, and associated design overheads such as area, frequency, and throughput penalties, with special consideration for resource-constrained IoT devices. This study identifies critical gaps in lightweight AES and security challenges while discussing countermeasures that balance security with design efficiency. Finally, this study provides valuable insights for finding research directions to strengthen the robustness of AES in lightweight IoT environments.
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SunView 深度解读
该轻量级AES加密技术对阳光电源物联网设备和通信安全有重要参考价值。阳光iSolarCloud平台连接海量光伏储能设备,需要高效低功耗的数据加密方案。轻量级AES优化技术可应用于阳光边缘控制器和通信模块的安全芯片设计。FPGA和ASIC实现对比分析对阳光硬件安全方案选型有指导意义。DFA侧信道攻击防护技术对阳光提升设备安全等级有价值。该综述识别的安全挑战和对抗策略,可支撑阳光开发更安全可靠的物联网设备,保障云平台和设备通信安全。