「以下代码是测试CMA-ES对APUF的预测准确率,如果测试对 XOR PUF 的预测准确率,只需要将xor_num改为2即可」 train_num=2000test_num=2000stage_num=64xor_num=1# 1-> APUF, 2 -> 2XOR PUF, n -> nXOR PUFcrp_num=train_num+test_num### 生成测试集和训练集 ###res=CRP_gen_APUF(crp_num,st...
Physical unclonable functions (PUF) have been a hot research topic in hardware security in recent years. Still, most of the research has not focused on the design of balancing its resistance to machine learning attacks with resources. Therefore, in this paper, a new low-overhead XOR Multi-...
因此我们的工作也指向的 XOR 仲裁 Puf 和轻量级安全 Puf 针对模拟攻击的安全可以维护在不久的将来的设计要求。 翻译结果4复制译文编辑译文朗读译文返回顶部 我们的工作因此也指出,设计所需的安全的河万宰XOR仲裁者和轻质安全河万宰可以维护对模拟攻击在不久的将来。 翻译结果5复制译文编辑译文朗读译文返回顶部 我们的...
但这些 Puf 的不稳定性也增加呈指数级增长 Xor,哪里会在实际应用中不能提升此参数的数目。 翻译结果4复制译文编辑译文朗读译文返回顶部 但这些河万宰的不稳定也成倍增长,其数目增加的xors,这又何参数不能提出将在实际应用上。 翻译结果5复制译文编辑译文朗读译文返回顶部 自何处这个参量在实际应用,不可能任意被上...
人物简介: 一、郑丁山担任职务:担任蓬安县涂氏网络文化传媒有限公司监事;二、郑丁山的商业合作伙伴:基于公开数据展示,郑丁山与涂春为商业合作伙伴。 财产线索 线索数量 老板履历 图文概览商业履历 任职全景图 投资、任职的关联公司 商业关系图 一图看清商业版图 合作伙伴 了解老板合作关系 ...
Performance Analysis of XOR-Inverter based Ring Oscillator PUF for Hardware Securitydoi:10.1109/NAECON46414.2019.9058002Field programmable gate arrays,Ring oscillators,Reliability,Inverters,Security,NISTRing Oscillator Physical Unclonable Function (ROPUF) has been the preferred choice for embedding hardware-...
This paper proposes a novel design of Three-Transistor (3T) XOR gate based ring-oscillator (RO) PUF. This XOR gate is used as its main element because of its high critical charge than those present in the literature. The critical charge of this XOR gate being 35.52% higher as compared ...
In this research, we present an SRAM-based PUF design that greatly increases the number of CRPs and the entropy of the generated bits by performing exclusive-or (XOR) on the responses of two SRAM devices. This was implemented using a readily available development board, SRAM devices, and a ...
In this research, we present an SRAM-based PUF design that greatly increases the number of CRPs and the entropy of the generated bits by performing exclusive-or (XOR) on the responses of two SRAM devices. This was implemented using a readily available development board, SRAM devices, and a ...
From the study, it is found that the ANN models can be used to train the XOR-inverter based PUF CRPs with a training accuracy close to 99%. In terms of prediction accuracy, the ANN models can predict 69.41% of the CRPs. Further, in order to thwart machine learning attacks, we propose...