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A systematic literature review on generating higher-order mutant 8

A systematic literature review on generating higher-order mu...

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8th International Conference on Computing for Sustainable Global Development, INDIACom 2021

作者： Amare, Melashu Mohapatra, Sudhir Kumar Panigrahy, Tarini Prasad Addis Ababa Science Technology University Dept. of Software Engineering Addis Ababa Ethiopia Gandhi Institute for Technological Advancement Dept. of Computer Sc. and Engineering Bhubaneswar India

ISBN: (纸本)9789380544434

Mutation testing is a fault-based testing technique that is used to evaluate the quality of a given set of test cases by inserting a single change into the program under test and then checking whether tests are good enough to detect the artificial injected defects or not. The objective of mutation testing is not testing the actual program rather it is focusing on measuring the effectiveness of test cases by using muted code to check whether the test suite is capable to identify the real fault. This paper summarizes and analyzes the current knowledge about higher-order mutants through a systematic literature review. This Systematic Literature Review analyzes the results of more than one hundred articles in the area of generating higher order mutant. The article presents qualitative results for the surveyed articles. In addition, it augments these results with scientific findings and quantitative results from the primary literature. As a result of this work, this SLR presents an outline for many future works. © 2021 Bharati Vidyapeeth, New Delhi. Copy Right in Bulk will be transferred to IEEE by Bharati Vidyapeeth.

关键词： Testing

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Navigating Adverse Weather: An Exploration of YOLOv8's Object Detection in Fog 10

Navigating Adverse Weather: An Exploration of YOLOv8's Objec...

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10th International Conference on engineering and Emerging Technologies, ICEET 2024

作者： Haris, Muhammad Iqbal, Mansoor Malik, Muhammad Osama Bokhari, Syed Ahmad Saleem Alahmari, Saad Azam, Farooq Institute for Insight - J Mack Robinson College of Business Georgia State University Georgia United States University of Wah Department of Computer Science Wah Cantt Pakistan University of Tulsa Department of Business Analytics Oklahoma United States Harvard Extension School Harvard University CambridgeMA02138 United States Northern Border University Department of Computer Science Arar Saudi Arabia Nust Dept. of Computer Software Engineering Islamabad Pakistan

ISBN: (纸本)9798331532895

Object detection in adverse weather conditions, such as dense fog, poses a critical challenge for computer vision systems in applications like autonomous driving, surveillance, and robotics. Image quality degradation due to light scattering and absorption diminishes the performance of even the most advanced models trained on clear-weather datasets. This paper uses the Foggy Cityscapes dataset to evaluate YOLOv8, a cutting-edge object detection model, under extreme foggy conditions. We utilize YOLOv8's sophisticated architecture, featuring the CSPDarknet backbone and Path Aggregation Network (PANet), for efficient feature extraction and multi-scale detection. Our approach incorporates image enhancement techniques and data augmentation to mitigate the effects of fog on feature visibility. We conduct a comprehensive performance assessment using metrics like mean average precision (mAP) precision-recall curves to evaluate the model's robustness and reliability. Additionally, we benchmark YOLOv8 against previous YOLO versions, detailing improvements and trade-offs in detection speed and accuracy. We also propose a hybrid framework combining multi-task learning to improve image quality and object detection in low-visibility scenarios. © 2024 IEEE.

关键词： Light scattering

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Design and FPGA Implementation of the Henon Chaotic Map for Image Encryption 14

Design and FPGA Implementation of the Henon Chaotic Map for ...

引用

14th International Conference on Information and Communication Systems, ICICS 2023

作者： Taqieddin, Eyad Mustafa, Dheya Shatnawi, Ahmed Al-Khaleel, Osama Papachristou, Christos Jordan University of Science and Tech. Network Eng. and Security Department Irbid22110 Jordan The Hashemite University Faculty of Engineering Dept. of Computer Engineering Zarqa13133 Jordan Jordan University of Science and Tech. Software Engineering Department Irbid22110 Jordan Jordan University of Science and Tech. Computer Engineering Department Irbid22110 Jordan Case Western Reserve University Ecse Department ClevelandOH44106 United States

ISBN: (纸本)9798350307870

Due to the ever increasing usage of multimedia content sharing and the inherent nature of the insecure links used for transmission, it is quite necessary to provide a fast and secure encryption algorithm. Current symmetric ciphers possess properties that may reveal some content of the plaintext images, especially when a block cipher is used without any chaining. Chaotic encryption has been proposed to allow for hiding inherent properties of the images and to generate almost uniform histograms of the cipher image (i.e.;hiding any visual properties). To that end, we propose the use of hardware to implement chaos-based ciphers for faster execution time. The results of this work show that such an implementation is feasible, and even favorable, when compared to software-based image encryption. © 2023 IEEE.

关键词： Field programmable gate arrays (FPGA)

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An In-dept. Study on Handwritten Signature Authentication Using Unique Writer Traits

An In-Depth Study on Handwritten Signature Authentication Us...

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Advances in Computing, Communication and Networking (ICAC2N), International Conference on

作者： M. Vamsikrishna Haritha Murari M. Manikandan Nilamadhab Mishra Raghavendra Gupta T Rohit Patel Dept. of Computer Applications Aditya University Kakinada India Sr Software Engineer Spark Infotech Inc Phoenix Arizona USA Dept. of Computer Science and Engineering VeL Tech. R Dr.S Tamilnadu India Dept. of Computer Science and Engineering VIT Bhopal University Sehore India HITM Hyderabad Telenagana India Dept of CSE Calorx Teachers’ University Gujrat India

ISBN: (数字)9798350356816

ISBN: (纸本)9798350356823

Handwriting verification, a subset of signature verification, involves using handwritten text to verify or authorize someone’s identification. Although simple handwriting can serve as a signature, it is often modified to suit the signer’s preferences. The uniqueness of each person’s handwritten signature makes it essential for accurate distinction from others. This study presents a handwritten signature verification system using a writer-dependent approach. While signature verification is widely used for identity verification and security, it is susceptible to forgeries. The writer-dependent approach considers the unique characteristics of an individual’s signature, training the system to recognize them and making forgery replication more challenging. An extensive review of the literature on signature verification systems, focusing on the writer-dependent approach, was conducted. A system was then developed and implemented based on this approach, utilizing a dataset of signatures from 12 writers. Results indicate that the writer-dependent approach outperforms other methods in terms of accuracy and robustness. The system demonstrated high precision and recall rates, underscoring its effectiveness in detecting both genuine and forged signatures. This study highlights the writer-dependent approach’s efficacy in enhancing the accuracy and security of signature verification systems, with implications for developing more reliable and efficient identity verification systems in today’s digital age.

关键词： Training Accuracy Reviews Focusing Authentication Information age Forgery Robustness Security Character recognition

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Reinforcement Learning-enabled Auctions for Self-Healing in Service Function Chaining

Reinforcement Learning-enabled Auctions for Self-Healing in ...

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IEEE International Conference on Communications Workshops, ICC

作者： Marios Avgeris Aris Leivadeas Ioannis Lambadaris Dept. of Systems and Computer Eng. Carleton University Ottawa Canada Dept. of Software Engineering and IT École de Technologie Supérieure (ÉTS) Montréal Canada

Service Function Chaining (SFC), defines the capability of interconnecting a number of ordered Service Functions (SFs) to create composite network services. A critical issue in SFC is the autonomic fault recovery, i.e., bringing the system back to its normal operation after a hardware or software failure. To address this challenge, in this paper, we propose a novel distributed methodology that treats the SFC Self-Healing problem in an Edge-Cloud infrastructure, while accounting for the various stakeholders. In particular, the individual SFC healing decisions are iteratively optimized and determined, while a Reinforcement Learning (RL)-based SFC-to-datacenter association procedure is realized. This process is complemented by a combinatorial auction-based resource allocation mechanism that resolves the potential SFC collocations at the end of each iteration. The proper operation, effectiveness and efficiency of our proposed healing mechanism is assessed under various evaluation scenarios.

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Towards a symmetrical definition of QoE: An Evaluation of Emotion Semantics in Augmented Reality Training

Towards a symmetrical definition of QoE: An Evaluation of Em...

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International Workshop on Quality of Multimedia Experience, QoMEx

作者： Eoghan Hynes Ronan Flynn Brian Lee Niall Murray Dept. of computer and software engineering Technological University of the Shannon Midlands and Midwest Westmeath Ireland Software Research Institute Technological University of the Shannon Midlands and Midwest Westmeath Eire

The current definition of quality of experience (QoE) designates delight and annoyance as diametrically opposing indicators of the degree of fulfilment of an application, service or system user's pragmatic and hedonic needs and expectations. However, these inherited emotion terms are rarely used to describe emotions of equal amounts of arousal or opposing amounts of valence in the literature. This work assesses the significance of this asymmetry to the definition of QoE by determining the utility of emotion terms to communicate the emotion component of QoE. This was done in the context of a QoE evaluation of augmented reality training instruction formats. Correlates were sought between various measures of emotional state. This included physiological ratings, facial expressions and eye gaze. Emotional state was subjectively reported using three distinct methods: self-assessment manikin questionnaire; 2D emotion space terms; and open-ended terms. Regression analysis showed multiple significant correlations between implicit and explicit metrics, but not to the emotion terms used by the participants. This calls into question the utility of such vaguely understood terms. The use of more symmetrically opposing emotions in the definition of QoE may benefit consensual interdisciplinary communication.

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A Reinforcement-Learning Self-Healing Approach for Virtual Network Function Placement

A Reinforcement-Learning Self-Healing Approach for Virtual N...

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IEEE Symposium on Network Operations and Management

Modern networking paradigms like Service Function Chaining (SFC) allow for services to be broken down to a series of ordered and interconnected Virtualized Network Functions (VNFs) that can be hosted in generic servers in EdgeCloud datacenters. Nonetheless, a critical issue arises, when a hardware or software failure occurs and the VNFs of an SFC need to be repositioned, allowing to autonomously bring the system back to its normal operation, a process called self-healing. In this paper, a distributed methodology is proposed that aims to address this challenge, considering the requirements of all involved actors. Specifically, a Reinforcement Learning (RL) based algorithm is proposed that allows to iteratively optimize and determine an SFC healing solution upon a datacenter failure. As a second stage, a revenue-driven resource allocation mechanism is integrated, to resolve the contention for resources in an already functional datacenter that potentially occurs due to the repositioning. Various simulation scenarios prove the efficiency of our proposed resilient healing mechanism.

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Network Intrusion Detection System Using Deep Learning Method with KDD Cup'99 Dataset 15

Network Intrusion Detection System Using Deep Learning Metho...

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15th IEEE International Symposium on Embedded Multicore/Many-Core Systems-on-Chip, MCSoC 2022

作者： Tanimu, Jesse Jeremiah Hamada, Mohamed Robert, Patience Mahendran, Anand Bayero University Kano Dept. of Computer Science Kano Nigeria University of Aizu Software Engineering Lab. Aizu Japan Federal Polytechnic Bali Department of Computer Science Bali Nigeria Higher School of Economics Theoretical Computer Science Lab. Moscow Russia

ISBN: (纸本)9781665464994

This work is a deep sparse autoencoder network intrusion detection system which addresses the issue of interpretability of L2 regularization technique used in other works. The proposed model was trained using a mini-batch gradient descent technique, L1 regularization technique and ReLU activation function to arrive at a better performance. Results based on the KDDCUP'99 dataset show that our approach provides significant performance improvements over other deep sparse autoencoder Network Intrusion Detection Systems. © 2022 IEEE.

关键词： Intrusion detection

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Energy Management for Solar PV Generation with Contactless Power Transfer

Energy Management for Solar PV Generation with Contactless P...

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IEEE Electronic Power Grid (eGrid)

作者： Aratrika Ghosh Abhisek Ukil Aiguo Patrick Hu Dept. of Electrical Computer and Software Engineering The University of Auckland Auckland New Zealand

ISBN: (数字)9798350331592

ISBN: (纸本)9798350331608

In the future, solar photovoltaics(PV) and battery energy storage will be widely used for distributed stand-alone generation. Therefore, in this paper, the energy management scheme is proposed when PV and battery energy storage are integrated with contactless power transfer to supply the household loads for emergency electrification. The proposed system consists of a 215W PV module, 24V li-ion battery and 48V DC bus, with LCL resonant circuit for Inductive Power Transfer(IPT). This system can maintain constant load voltage at 48V when there is a change in solar irradiance or load with contactless power transfer at 93% efficiency. The voltage and current characteristics of the model are analysed when the PV module is at STC(Standard Test Conditions) using MATLAB/Simulink software.

关键词： Photovoltaic systems Lithium-ion batteries RLC circuits Voltage software Mathematical models Energy management

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Utilization of Online Collaborative Tools in software engineering: An Empirical Study on Review Meetings 6

Utilization of Online Collaborative Tools in Software Engine...

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6th International Conference on computer Science and engineering, UBMK 2021

作者： Akman, Ibrahim Turhan, Cigdem Hacaloglu, Tuna Dept. of Computer Engineering Atilim University Ankara Turkey Dept of Software Engineering Atilim University Ankara Turkey Dept of Information Systems Engineering Atilim University Ankara Turkey

ISBN: (纸本)9781665429085

software development involves a significant amount of team effort where collaboration and communication of the team members are crucial. The team meetings are core activities in all stages of the software development process. Even though these meetings often are conducted face-to-face (F2F) with a lackof technology utilization, changing global conditions such as the COVID-19 pandemic require other solutions urgently without interrupting the software development schedule. For this purpose, online collaborative tools provide new opportunities for software teams to work together avoiding waste in time and resources and the relevant literature is immature. This study aims to assess the factors affecting the integration of online collaborative tools to SE practices with a special reference to review meetings. For this purpose, a sample of 73 SE sophomore and junior students who are future software professionals participated in experimental review meetings based on predefined scenarios. The findings indicate that the utilization of OCT's has positive effects on the participants' actual performance and improves the interaction between team members compared to F2F meetings. © 2021 IEEE

关键词： software design

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