Detecting phishing websites is essential for making sure the network privacy. We develop a well-defined framework that prevents users from fraudulent websites aiming to steal their personal information. So, hurry up and book yours lots now to get expertise solution for all your research work. Research Proposal will be framed under experts care a detailed plan flow will be explained of the methodology we will be using, further if you are not satisfied, we can remodel it as per your customized requirement. We serve as an one point solution for all your research needs.
Here are the steps to be followed to setup a phishing website detection project using machine learning (ML):
Extensions & Advanced Methods:
Combining with cybersecurity professionals can provide domain-specific understandings to us and makes the framework more powerful. We focus for a high recall while balancing accuracy in the real-time scenario, because the consequences of false negatives (not identifying a phishing website) are remarkable.
The best thesis topics that we have built are described below get inspired by our professional’s work. As per your specifications we work out your research activities or we do take care and undertake your entire research work.
Phishing, Personal Information, Machine Learning, Malicious Links, Phishing Domain Characteristics
An implementation of features and ML techniques are suggested in our paper to detect the phishing attempts. Here we described the differentiation of phishing domains or illegitimate domains from the legitimate domains. We also explained about the significance of detecting phishing content. We investigated about the utilization of ML techniques and natural language processing approaches in our study.
Cat-Boost, Phishing website detection, PCA, UFS, RFE, MI, PCC, Feature selection technique
An investigation on various ML methods before and after utilizing several Feature Selection (FS) approaches is carried out in our research. We demonstrated that, the Cat-Boost method achieved better results after utilizing UFS approach for FS. But when utilizing PCA approach for FS, methods like Cat-Boost, Gradient-Boost, and RF are unable to improve the accuracy. We conclude that, in future, utilization of integrated FS approach, DL technique and hyper parameters assist to attain successful outcomes in phishing website identification.
ELM, SVM, Light GBM algorithm
An innovative technique is proposed by utilizing extreme learning machine (ELM) in our article to categorize the phishing websites. To identify the phishing websites by considering the size of the URL and the existence of capital letters and HTML attributes, we employed SVM, and light GBM techniques. Results illustrates that, ELM method provides greater efficiency in phishing websites categorization and also enhance the user’s security.
Logistic regression, MultinomialNB, Phishing websites, Classification
A development of approach to distinguish and identify the phishing websites from the legitimate websites is the major aim of our study. Apart from Random Forest, Artificial Neural Network and SVM methods, we utilized Linear Regression and MultinomialNB as main techniques for categorization. Development of real time working framework is the main goal of our study. As a consequence, Linear Regression offers highest end results.
Domain name feature, symmetry, feature engineering
A ML related technique is suggested in our research for phishing website detection and to handle the smart system’s safety by utilizing LightGBM and features of domain name. We extracted the features from domain name of acquired website. We filtered the features to enhance the precision of framework and to ease the categorization process. We conclude that, our suggested framework with combination of two features provides efficient outcomes.
Phishing detection, Random Forest
An ultimate goal of our study is to discover whether the URL is secured or not by employing ML techniques. We utilized various methods like Logistic Regression, Support Vector Machine (SVM), and Random Forest. We examined and compared these methods in terms of various metrics to find out the optimal one that can identify and categorize the secured and phishing websites.
Web security, Decision tree, Gradient boost classifiers
Several ML approaches are analyzed and evaluated in our paper to discover the best method for the detection of phishing websites. We utilized various methods including RF, GB, DT, LR, KNN and SVM for phishing website identification. From the analysis, we demonstrate that, RF method achieved better performance than others and DT and GB provide somewhat identical results.
URL features, Data mining, Classification algorithms
A URL feature related website phishing identification methodology is recommended in our study to forecast the illegitimate websites. For identifying fake websites, we investigated several ML techniques such as extreme gradient boosting, random forest, AdaBoost, decision trees, K-nearest neighbors, support vector machines, logistic regression and naïve bayes. As a consequence, extreme gradient boosting method efficiently categorizes websites than others.
Cybersecurity, Hyperlink feature, Anti-phishing, XG Boost, Hybrid feature
A real time phishing websites identification framework is proposed in our article by considering URL and hyperlink related integrated features through the utilization of ML methods. Here, by utilizing an integrated feature related anti-phishing concept, we extracted features from URL and hyperlink data. We performed experimental analysis by employing various ML methods. In that, XGBoost achieved better end results than other conventional methods.
Legitimate websites, features, detection
A main objective of our research is to identify phishing or illegitimate websites through the employment of ML techniques. We applied various approaches such as Decision Tree (DT), Random Forest (RF), XGBoost, Multilayer Perceptron, K-Nearest Neighbors, Naive Bayes, AdaBoost, and Gradient Boosting on the dataset comprises of equal amount of safe and fake URLs. As a result, XGBoost outperformed the others.
Before sit down to research proposal writing, we need to decide exact journals. For e.g. SCI, SCI-E, ISI, SCOPUS.
As a doctoral student, subject selection is a big problem. Phdservices.org has the team of world class experts who experience in assisting all subjects. When you decide to work in networking, we assign our experts in your specific area for assistance.
We helping you with right and perfect topic selection, which sound interesting to the other fellows of your committee. For e.g. if your interest in networking, the research topic is VANET / MANET / any other
To ensure the novelty of research, we find research gaps in 50+ latest benchmark papers (IEEE, Springer, Elsevier, MDPI, Hindawi, etc.)
After literature survey, we get the main issue/problem that your research topic will aim to resolve and elegant writing support to identify relevance of the issue.
Based on the research gaps finding and importance of your research, we conclude the appropriate and specific problem statement.
Writing a good research proposal has need of lot of time. We only span a few to cover all major aspects (reference papers collection, deficiency finding, drawing system architecture, highlights novelty)
We prepare a clear project implementation plan that narrates your proposal in step-by step and it contains Software and OS specification. We recommend you very suitable tools/software that fit for your concept.
We get the approval for implementation tool, software, programing language and finally implementation plan to start development process.
Our source code is original since we write the code after pseudocodes, algorithm writing and mathematical equation derivations.
We implement our novel idea in step-by-step process that given in implementation plan. We can help scholars in implementation.
We perform the comparison between proposed and existing schemes in both quantitative and qualitative manner since it is most crucial part of any journal paper.
We evaluate and analyze the project results by plotting graphs, numerical results computation, and broader discussion of quantitative results in table.
For every project order, we deliver the following: reference papers, source codes screenshots, project video, installation and running procedures.
We intend to write a paper in customized layout. If you are interesting in any specific journal, we ready to support you. Otherwise we prepare in IEEE transaction level.
Before paper writing, we collect reliable resources such as 50+ journal papers, magazines, news, encyclopedia (books), benchmark datasets, and online resources.
We create an outline of a paper at first and then writing under each heading and sub-headings. It consists of novel idea and resources
We must proofread and formatting a paper to fix typesetting errors, and avoiding misspelled words, misplaced punctuation marks, and so on
We check the communication of a paper by rewriting with native English writers who accomplish their English literature in University of Oxford.
We examine the paper quality by top-experts who can easily fix the issues in journal paper writing and also confirm the level of journal paper (SCI, Scopus or Normal).
We at phdservices.org is 100% guarantee for original journal paper writing. We never use previously published works.
We play crucial role in this step since this is very important for scholar’s future. Our experts will help you in choosing high Impact Factor (SJR) journals for publishing.
We organize your paper for journal submission, which covers the preparation of Authors Biography, Cover Letter, Highlights of Novelty, and Suggested Reviewers.
We upload paper with submit all prerequisites that are required in journal. We completely remove frustration in paper publishing.
We track your paper status and answering the questions raise before review process and also we giving you frequent updates for your paper received from journal.
When we receive decision for revising paper, we get ready to prepare the point-point response to address all reviewers query and resubmit it to catch final acceptance.
We receive final mail for acceptance confirmation letter and editors send e-proofing and licensing to ensure the originality.
Paper published in online and we inform you with paper title, authors information, journal name volume, issue number, page number, and DOI link
We pay special attention for your thesis writing and our 100+ thesis writers are proficient and clear in writing thesis for all university formats.
We collect primary and adequate resources for writing well-structured thesis using published research articles, 150+ reputed reference papers, writing plan, and so on.
We write thesis in chapter-by-chapter without any empirical mistakes and we completely provide plagiarism-free thesis.
Skimming involve reading the thesis and looking abstract, conclusions, sections, & sub-sections, paragraphs, sentences & words and writing thesis chorological order of papers.
This step is tricky when write thesis by amateurs. Proofreading and formatting is made by our world class thesis writers who avoid verbose, and brainstorming for significant writing.
We organize thesis chapters by completing the following: elaborate chapter, structuring chapters, flow of writing, citations correction, etc.
We attention to details of importance of thesis contribution, well-illustrated literature review, sharp and broad results and discussion and relevant applications study.
Novelty is essential for a PhD degree. Our experts are bringing quality of being novel ideas in the particular research area. It can be only determined by after thorough literature search (state-of-the-art works published in IEEE, Springer, Elsevier, ACM, ScienceDirect, Inderscience, and so on). SCI and SCOPUS journals reviewers and editors will always demand “Novelty” for each publishing work. Our experts have in-depth knowledge in all major and sub-research fields to introduce New Methods and Ideas. MAKING NOVEL IDEAS IS THE ONLY WAY OF WINNING PHD.
To improve the quality and originality of works, we are strictly avoiding plagiarism since plagiarism is not allowed and acceptable for any type journals (SCI, SCI-E, or Scopus) in editorial and reviewer point of view. We have software named as “Anti-Plagiarism Software” that examines the similarity score for documents with good accuracy. We consist of various plagiarism tools like Viper, Turnitin, Students and scholars can get your work in Zero Tolerance to Plagiarism. DONT WORRY ABOUT PHD, WE WILL TAKE CARE OF EVERYTHING.
We intended to keep your personal and technical information in secret and it is a basic worry for all scholars.
CONFIDENTIALITY AND PRIVACY OF INFORMATION HELD IS OF VITAL IMPORTANCE AT PHDSERVICES.ORG. WE HONEST FOR ALL CUSTOMERS.
Most of the PhD consultancy services will end their services in Paper Writing, but our PhDservices.org is different from others by giving guarantee for both paper writing and publication in reputed journals. With our 18+ year of experience in delivering PhD services, we meet all requirements of journals (reviewers, editors, and editor-in-chief) for rapid publications. From the beginning of paper writing, we lay our smart works. PUBLICATION IS A ROOT FOR PHD DEGREE. WE LIKE A FRUIT FOR GIVING SWEET FEELING FOR ALL SCHOLARS.
After completion of your work, it does not available in our library i.e. we erased after completion of your PhD work so we avoid of giving duplicate contents for scholars. This step makes our experts to bringing new ideas, applications, methodologies and algorithms. Our work is more standard, quality and universal. Everything we make it as a new for all scholars. INNOVATION IS THE ABILITY TO SEE THE ORIGINALITY. EXPLORATION IS OUR ENGINE THAT DRIVES INNOVATION SO LET’S ALL GO EXPLORING.
I ordered a research proposal in the research area of Wireless Communications and it was as very good as I can catch it.
I had wishes to complete implementation using latest software/tools and I had no idea of where to order it. My friend suggested this place and it delivers what I expect.
It really good platform to get all PhD services and I have used it many times because of reasonable price, best customer services, and high quality.
My colleague recommended this service to me and I’m delighted their services. They guide me a lot and given worthy contents for my research paper.
I’m never disappointed at any kind of service. Till I’m work with professional writers and getting lot of opportunities.
Once I am entered this organization I was just felt relax because lots of my colleagues and family relations were suggested to use this service and I received best thesis writing.
I recommend phdservices.org. They have professional writers for all type of writing (proposal, paper, thesis, assignment) support at affordable price.
You guys did a great job saved more money and time. I will keep working with you and I recommend to others also.
These experts are fast, knowledgeable, and dedicated to work under a short deadline. I had get good conference paper in short span.
Guys! You are the great and real experts for paper writing since it exactly matches with my demand. I will approach again.
I am fully satisfied with thesis writing. Thank you for your faultless service and soon I come back again.
Trusted customer service that you offer for me. I don’t have any cons to say.
I was at the edge of my doctorate graduation since my thesis is totally unconnected chapters. You people did a magic and I get my complete thesis!!!
- Abdul Mohammed
Good family environment with collaboration, and lot of hardworking team who actually share their knowledge by offering PhD Services.
I enjoyed huge when working with PhD services. I was asked several questions about my system development and I had wondered of smooth, dedication and caring.
I had not provided any specific requirements for my proposal work, but you guys are very awesome because I’m received proper proposal. Thank you!
I was read my entire research proposal and I liked concept suits for my research issues. Thank you so much for your efforts.
- Ghulam Nabi
I am extremely happy with your project development support and source codes are easily understanding and executed.
Hi!!! You guys supported me a lot. Thank you and I am 100% satisfied with publication service.
I had found this as a wonderful platform for scholars so I highly recommend this service to all. I ordered thesis proposal and they covered everything. Thank you so much!!!