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DeepQ Residue Analysis of Computer Vision Dataset using Support Vector Machine 基于支持向量机的计算机视觉数据集深度q残差分析
Q2 Computer Science Pub Date : 2023-02-28 DOI: 10.58346/jisis.2023.i1.008
Rahama Salman
A vision-based human computer interface is used to automatically recognize human mood. Image processing techniques used include a web camera for eye detection. Appearance tracking method (ABT) is measured face identification and K means Nearest Neighbor (K-NN) is used for eye detection. DWT - Discrete Wavelet Transform and DCT - Discrete Cosine Transform are suitable to extract features of eye and SVM is used to classify eye expressions. Classification of eye expressions includes anger, fear, happiness, disgust, neutral and sad. Experimental results confirm that the proposed method recognized facial expressions with higher accuracy.
基于视觉的人机界面用于自动识别人类情绪。所使用的图像处理技术包括用于眼睛检测的网络相机。外观跟踪方法(ABT)用于人脸识别,K均值最近邻(K-NN)用于眼睛检测。离散小波变换和离散余弦变换适用于眼睛特征的提取,支持向量机用于眼睛表情的分类。眼睛表情的分类包括愤怒、恐惧、快乐、厌恶、中性和悲伤。实验结果表明,该方法对人脸表情的识别精度较高。
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引用次数: 0
DDoS Attack Detection using Long-short Term Memory with Bacterial Colony Optimization on IoT Environment 基于长短期记忆的物联网环境下细菌群优化DDoS攻击检测
Q2 Computer Science Pub Date : 2023-02-28 DOI: 10.58346/jisis.2023.i1.005
Latifah Alamer
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引用次数: 0
A Mathematical based Divide and Conquer Approach to a New Sorting Algorithm with Min Max Index Value 基于分治法的最小最大索引值排序新算法
Q2 Computer Science Pub Date : 2023-02-28 DOI: 10.58346/jisis.2023.i1.009
Muthusundari S
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引用次数: 0
"Smart Mobile Civic" based on the Project Citizen Model as an Effort to Optimize Citizenship Learning in the Independent Campus Era 基于项目公民模式的“智能移动公民”——独立校园时代优化公民学习的尝试
Q2 Computer Science Pub Date : 2022-12-01 DOI: 10.58346/jisis.2022.i4.005
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引用次数: 1
Robotics 4.0 : Challenges and Opportunities in the 4th Industrial Revolution 机器人4.0:第四次工业革命的挑战与机遇
Q2 Computer Science Pub Date : 2022-11-30 DOI: 10.58346/jisis.2022.i4.003
H. Lee
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引用次数: 0
Assessing the Relevance of Cybersecurity Training and Policies to Prevent and Mitigate the Impact of Phishing Attacks 评估网络安全培训和政策对预防和减轻网络钓鱼攻击影响的相关性
Q2 Computer Science Pub Date : 2022-11-30 DOI: 10.58346/jisis.2022.i4.002
Luís Pinto
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引用次数: 0
COORDINATE: A model to analyse the benefits and costs of coordinating cybercrime COORDINATE:一个分析协调网络犯罪的收益和成本的模型
Q2 Computer Science Pub Date : 2022-11-30 DOI: 10.58346/jisis.2022.i4.001
Tom Meurs
Recent leaks (such as Conti) have provided greater insights on the working of cybercriminal organisations. Just like any other business, these malicious actors strategically manage their processes in order to maximise their revenues. Coordinating different types of cybercrimes as part of a single attack campaign provides another opportunity to these criminal groups to improve the efficiency of their attacks. To investigate the promise of this “coordination” between cybercrimes in improving the financial gains realised by cybercriminals, we take a two-step approach. First, we perform a bibliometric analysis of past scientific literature discussing the concept of “coordination” w.r.t to cybercrime. Second, as a case study, analysing the attack chains of DDoS, phishing and ransomware attacks, we identify vantage points for potential coordination from an attacker’s perspective. Based on our findings, we propose a model (COORDINATE) to identify the types of potential cybercrime “coordinations”. COORDINATE considers three relevant types of coordination: direct collaborated coordination, indirect collaborated coordination, and opportunistic coordination. Given the advantages of coordinated attacks, our results suggest that one crime may provide opportunities for the next one. Coordinated attacks will become more prevalent, and that we may witness the development of a dynamic that leads to more online crime.
最近的泄密事件(如Conti)为网络犯罪组织的工作提供了更多的见解。就像任何其他业务一样,这些恶意行为者从战略上管理他们的流程,以最大限度地提高收入。作为单一攻击活动的一部分,协调不同类型的网络犯罪为这些犯罪集团提高攻击效率提供了另一个机会。为了调查网络犯罪之间的这种“协调”在提高网络犯罪分子实现的经济收益方面的前景,我们采取了两步走的方法。首先,我们对过去讨论网络犯罪“协调”概念的科学文献进行了文献计量分析。其次,作为一个案例研究,通过分析DDoS、网络钓鱼和勒索软件攻击的攻击链,我们从攻击者的角度确定了潜在协调的有利位置。基于我们的研究结果,我们提出了一个模型(COORDINATE)来识别潜在网络犯罪“协调”的类型。COORDINATE考虑了三种相关的协调类型:直接协作协调、间接协作协调和机会主义协调。鉴于协同攻击的优势,我们的研究结果表明,一种犯罪可能为下一种犯罪提供机会。协同攻击将变得更加普遍,我们可能会看到导致更多网络犯罪的动态发展。
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引用次数: 0
TMQV: A Strongly eCK-secure Diffie-Hellman Protocol without Gap Assumption 一种无间隙假设的强eck安全Diffie-Hellman协议
Q2 Computer Science Pub Date : 2011-10-16 DOI: 10.22667/JISIS.2011.08.31.107
Jiaxin Pan, Libin Wang
In this paper, we propose an authenticated key exchange (AKE) protocol under the computational Diffie-Hellman (CDH) assumption with respect to the strengthened eCK-security (seCK-security) of Sarr et al.. To date, many AKE protocols either are provably secure under a rather strong and non-standard assumption named as the gap Diffie-Hellman (GDH) assumption, or fall to practical attacks on the intermediate result leakage which can be captured by the seCK model. In order to remove the gap assumption and achieve stronger security requirements, we present the TMQV protocol using the twinning technique and the MQV key derivation method. With the help of trapdoor test theorem, TMQV is provably seCK-secure under the standard CDH assumption in the random oracle model. Compared with the related works, TMQV achieves not only stronger security but also higher implementation efficiency with weaker cryptographic assumptions.
在本文中,我们针对Sarr等人的增强的eck安全性(seCK-security)提出了一种基于计算Diffie-Hellman (CDH)假设的认证密钥交换(AKE)协议。到目前为止,许多AKE协议要么在一个相当强的非标准假设下被证明是安全的,称为缺口Diffie-Hellman (GDH)假设,要么在seCK模型可以捕获的中间结果泄漏上遭受实际攻击。为了消除缺口假设,实现更强的安全性要求,我们提出了采用孪生技术和MQV密钥派生方法的TMQV协议。利用活板门测试定理,在随机oracle模型的标准CDH假设下,证明TMQV是seck安全的。与相关工作相比,TMQV在较弱的加密假设下实现了更高的安全性和更高的实现效率。
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引用次数: 9
General Construction of Chameleon All-But-One Trapdoor Functions 变色龙多活门函数的一般构造
Q2 Computer Science Pub Date : 2011-10-16 DOI: 10.22667/JISIS.2011.08.31.074
Shengli Liu, Junzuo Lai, R. Deng
Lossy trapdoor functions enable black-box construction of public key encryption (PKE) schemes secure against chosen-ciphertext attack [18]. Recently, a more efficient black-box construction of public key encryption was given in [12] with the help of chameleon all-but-one trapdoor functions (ABO-TDFs). In this paper, we propose a black-box construction for transforming any ABO-TDFs into chameleon ABO-TDFs with the help of chameleon hash functions. Instantiating the proposed general black-box construction of chameleon ABO-TDFs, we can obtain the first chameleon ABOTDFs based on the Decisional Diffie-Hellman (DDH) assumption.
有损陷门函数使公钥加密(PKE)方案的黑盒构造免受选择密文攻击[18]。最近,在文献[12]中,利用变色龙全数陷阱门函数(abof - tdf)给出了一种更有效的公钥加密黑箱构造。本文提出了一种利用变色龙哈希函数将任意abo - tdf转换为变色龙abo - tdf的黑盒构造。将提出的变色龙abo - tdf的通用黑盒构造实例化,得到了基于decision Diffie-Hellman (DDH)假设的第一个变色龙abotdf。
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引用次数: 5
A Novel Framework for Protocol Analysis 一种新的协议分析框架
Q2 Computer Science Pub Date : 2011-10-16 DOI: 10.22667/JISIS.2011.08.31.089
Kristian Gjøsteen, G. Petrides, Asgeir Steine
We describe a novel reformulation of Canetti's Universal Composability (UC) framework for the analysis of cryptographic protocols. Our framework is different mainly in that it is (a) based on systems of interactive Turing machines with a fixed communication graph and (b) augmented with a global message queue that allows the sending of multiple messages per activation. The first feature significantly simplifies the proofs of some framework results, such as the UC theorem, while the second can lead to more natural descriptions of protocols and ideal functionalities.
我们描述了Canetti的通用可组合性(UC)框架的一种新的重新表述,用于分析密码协议。我们的框架主要是不同的,因为它(a)基于具有固定通信图的交互式图灵机系统,(b)增加了一个全局消息队列,允许每次激活发送多个消息。第一个特性极大地简化了一些框架结果的证明,例如UC定理,而第二个特性可以导致对协议和理想功能的更自然的描述。
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引用次数: 4
期刊
Journal of Internet Services and Information Security
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