The dataset contains memory dump data which is generated continuously. For the experiment we carried out

A daily dump of all the vulnerability sources are exported including CVE and many others is published with the expanded values as seen on https://vulnerability.circl.lu/dumps/

Description

The datasets demonstrate the malware economy and the value chain published in our paper, Malware Finances and Operations: a Data-Driven Study of the Value Chain for Infections and Compromised Access, at the 12th International Workshop on Cyber Crime (IWCC 2023), part of the ARES Conference, published by the International Conference Proceedings Series of the ACM ICPS.

Using the well-documented scripts, it is straightforward to reproduce our findings. It takes an estimated 1 hour of human time and 3 hours of computing time to duplicate our key findings from MalwareInfectionSet; around one hour with VictimAccessSet; and minutes to replicate the price calculations using AccountAccessSet. See the included README.md files and Python scripts.

We choose to represent each victim by a single JavaScript Object Notation (JSON) data file. Data sources provide sets of victim JSON data files from which we've extracted the essential information and omitted Personally Identifiable Information (PII). We collected, curated, and modelled three datasets, which we publish under the Creative Commons Attribution 4.0 International License.

1. MalwareInfectionSet We discover (and, to the best of our knowledge, document scientifically for the first time) that malware networks appear to dump their data collections online. We collected these infostealer malware logs available for free. We utilise 245 malware log dumps from 2019 and 2020 originating from 14 malware networks. The dataset contains 1.8 million victim files, with a dataset size of 15 GB.

2. VictimAccessSet We demonstrate how Infostealer malware networks sell access to infected victims. Genesis Market focuses on user-friendliness and continuous supply of compromised data. Marketplace listings include everything necessary to gain access to the victim's online accounts, including passwords and usernames, but also detailed collection of information which provides a clone of the victim's browser session. Indeed, Genesis Market simplifies the import of compromised victim authentication data into a web browser session. We measure the prices on Genesis Market and how compromised device prices are determined. We crawled the website between April 2019 and May 2022, collecting the web pages offering the resources for sale. The dataset contains 0.5 million victim files, with a dataset size of 3.5 GB.

3. AccountAccessSet The Database marketplace operates inside the anonymous Tor network. Vendors offer their goods for sale, and customers can purchase them with Bitcoins. The marketplace sells online accounts, such as PayPal and Spotify, as well as private datasets, such as driver's licence photographs and tax forms. We then collect data from Database Market, where vendors sell online credentials, and investigate similarly. To build our dataset, we crawled the website between November 2021 and June 2022, collecting the web pages offering the credentials for sale. The dataset contains 33,896 victim files, with a dataset size of 400 MB.

Credits Authors

Billy Bob Brumley (Tampere University, Tampere, Finland)

Juha Nurmi (Tampere University, Tampere, Finland)

Mikko Niemelä (Cyber Intelligence House, Singapore)

Funding

This project has received funding from the European Research Council (ERC) under the European Union’s Horizon 2020 research and innovation programme under project numbers 804476 (SCARE) and 952622 (SPIRS).

Alternative links to download: AccountAccessSet, MalwareInfectionSet, and VictimAccessSet.

Raw data of the measurements and simulations of the dump leakage calorimeter of DESY. The analysis can be found on Github (https://github.com/ivoschulthess/dumpLeakageCalorimeter and https://doi.org/10.5281/zenodo.15281065).

1Z0-1104-22 PDF Dumps With Valid Questions - Most effective And Best Rated Uncover a collection of resources that may make it easier to prepare for the Oracle Cloud exam without the need of any specifications. Terrific effort to pass your Oracle Cloud Infrastructure 2022 Security Professional exam working with the best and most secure 1Z0-1104-22 dumps pdf study guide. It's critical to study the Oracle 1Z0-1104-22 pdf dumps and get far more details. It will assist you prepare your exam differently; these real 1Z0-1104-22 exam dumps 2023 will boost your 1Z0 1104 exam questions preparation capabilities. Get an updated 1Z0-1104-22 certification dumps from the DumpsCollege and prepare with all the straightforward preparation techniques which will enable you to get the most beneficial test outcomes. Together with the support with the 1Z0 1104 pdf questions, you'll be able to immediately sharpen your comprehension and enhance your exam Oracle Cloud exam preparation capabilities. Most Preferred 1Z0-1104-22 Exam Dumps For Incredible Exam Preparation Oracle 1Z0-1104-22 exam dumps which involves the questions and task categories for every component, to familiarize your self with the Oracle Cloud exam format. It can be also critical to be familiar with the 1Z0-1104-22 dumps pdf of DumpsCollege. We provide 1Z0 1104 certification dumps to make sure that candidates for the exam ought to understand how the Oracle Cloud Infrastructure 2022 Security Professional exam will likely be processed. We do this in an effort to make candidates know 1Z0-1104-22 pdf dumps in order that they do not shed a single mark on 1Z0 1104 certification exam questions. Acquire Exceptional 1Z0-1104-22 Dumps PDF To Ace Your 1Z0 1104 Test Absolutely everyone desires to know what sorts of questions are going to be asked inside the Oracle Cloud exam so DumpsCollege gives a full package about 1Z0-1104-22 dump pdf and runs a web based testing engine session. Undertaking so prepares the candidate for the Oracle Cloud Infrastructure 2022 Security Professional exam. We offer 1Z0-1104-22 exam dumps for the discarding of 1Z0 1104 exam questions so that people that want can get high marks in the race with other individuals. Preparing a questionnaire will help you really feel extra comfortable using the 1Z0 1104 certification dumps 2023. To help you in preparing your disposal from the pdf 1Z0-1104-22 braindumps, DumpsCollege have offered you with 1Z0 1104 sample questions. This can give you some insight into what you could anticipate from the Oracle Cloud Infrastructure 2022 Security Professional exam. Be Profitable In Exam Preparation By The Assistance Of 1Z0 1104 Certification Dumps When you really feel any negligence or malpractice in our work and our preparation method for Oracle 1Z0-1104-22 exam dumps it is possible to ask us to really feel free to share with us your questions. DumpsCollege will undoubtedly try to strengthen our strategy and in case you are not satisfied with our preparation system for Oracle Cloud exam and 1Z0-1104-22 pdf dumps it is possible to withdraw from our study. We assure that we will refund the cash around the 1Z0 1104 exam questions you sent within the type of payment. In addition, we offer our 24/7 customer assistance service on the valid Oracle exam dumps for the preparation of Oracle Cloud exam. You could contact Oracle authorities of DumpsCollege whenever you have got time either day or evening. We are going to constantly be there to help you at any time with the day. Furthermore to all the above we present 90 days of frequent updates 1Z0 1104 certification dumps pdf to provide uncomplicated access to those we want to begin learning from Dumps College.

712-50 PDF Dumps With Valid Questions - Very best And Top rated Rated Uncover a collection of sources which can enable you to prepare for the Certified Chief Information Security Officer exam without any specifications. Wonderful work to pass your EC-Council Certified CISO (CCISO) exam using the most effective and most safe 712-50 dumps pdf study guide. It can be critical to study the Eccouncil 712-50 pdf dumps and get more data. It's going to assist you prepare your exam differently; these true 712-50 exam dumps 2023 will enhance your 712 50 exam questions preparation capabilities. Get an updated 712-50 certification dumps in the DumpsCollege and prepare with each of the uncomplicated preparation techniques which will help you get the ideal test outcomes. Using the assist on the 712 50 pdf questions, you will be capable of promptly sharpen your comprehension and improve your exam Certified Chief Information Security Officer exam preparation expertise. Most Common 712-50 Exam Dumps For Awesome Exam Preparation Eccouncil 712-50 exam dumps which consists of the questions and task categories for every component, to familiarize yourself with all the Certified Chief Information Security Officer exam format. It can be also crucial to be acquainted with the 712-50 dumps pdf of DumpsCollege. We provide 712 50 certification dumps to make sure that candidates for the exam ought to realize how the EC-Council Certified CISO (CCISO) exam will probably be processed. We do this in an effort to make candidates know 712-50 pdf dumps so that they usually do not drop a single mark on 712 50 certification exam questions. Acquire Special 712-50 Dumps PDF To Ace Your 712 50 Test Everybody wants to understand what kinds of questions might be asked within the Certified Chief Information Security Officer exam so DumpsCollege gives a comprehensive package about 712-50 dump pdf and runs an online testing engine session. Performing so prepares the candidate for the EC-Council Certified CISO (CCISO) exam. We provide 712-50 exam dumps for the discarding of 712 50 exam questions to ensure that those that want can get higher marks in the race with others. Preparing a questionnaire can help you feel much more comfortable using the 712 50 certification dumps 2023. To assist you in preparing your disposal with the pdf 712-50 braindumps, DumpsCollege have supplied you with 712 50 sample questions. This will likely offer you some insight into what you could expect in the EC-Council Certified CISO (CCISO) exam. Be Thriving In Exam Preparation By The Assist Of 712 50 Certification Dumps When you feel any negligence or malpractice in our function and our preparation course of action for Eccouncil 712-50 exam dumps you'll be able to ask us to really feel totally free to share with us your questions. DumpsCollege will absolutely make an effort to improve our strategy and in case you aren't satisfied with our preparation method for Certified Chief Information Security Officer exam and 712-50 pdf dumps you could withdraw from our study. We assure that we'll refund the money on the 712 50 exam questions you sent in the kind of payment. Additionally, we give our 24/7 consumer support service around the valid Eccouncil exam dumps for the preparation of Certified Chief Information Security Officer exam. You could make contact with Eccouncil professionals of DumpsCollege anytime you've got time either day or night. We are going to constantly be there to help you at any time in the day. Moreover to all of the above we give 90 days of frequent updates 712 50 certification dumps pdf to supply easy access to these we want to start understanding from Dumps College.

In our work, we have designed and implemented a novel workflow with several heuristic methods to combine state-of-the-art methods related to CVE fix commits gathering. As a consequence of our improvements, we have been able to gather the largest programming language-independent real-world dataset of CVE vulnerabilities with the associated fix commits.
Our dataset containing 26,617 unique CVEs coming from 6,945 unique GitHub projects is, to the best of our knowledge, by far the biggest CVE vulnerability dataset with fix commits available today. These CVEs are associated with 31,883 unique commits that fixed those vulnerabilities. Compared to prior work, our dataset brings about a 397% increase in CVEs, a 295% increase in covered open-source projects, and a 480% increase in commit fixes.
Our larger dataset thus substantially improves over the current real-world vulnerability datasets and enables further progress in research on vulnerability detection and software security. We used NVD(nvd.nist.gov) and Github Secuirty advisory Database as the main sources of our pipeline.

We release to the community a 14GB PostgreSQL database that contains information on CVEs up to January 24, 2024, CWEs of each CVE, files and methods changed by each commit, and repository metadata.
Additionally, patch files related to the fix commits are available as a separate package. Furthermore, we make our dataset collection tool also available to the community.

`cvedataset-patches.zip` file contains fix patches, and `dump_morefixes_27-03-2024_19_52_58.sql.zip` contains a postgtesql dump of fixes, together with several other fields such as CVEs, CWEs, repository meta-data, commit data, file changes, method changed, etc.

MoreFixes data-storage strategy is based on CVEFixes to store CVE commits fixes from open-source repositories, and uses a modified version of Porspector(part of ProjectKB from SAP) as a module to detect commit fixes of a CVE. Our full methodology is presented in the paper, with the title of "MoreFixes: A Large-Scale Dataset of CVE Fix Commits Mined through Enhanced Repository Discovery", which will be published in the Promise conference (2024).

For more information about usage and sample queries, visit the Github repository: https://github.com/JafarAkhondali/Morefixes

If you are using this dataset, please be aware that the repositories that we mined contain different licenses and you are responsible to handle any licesnsing issues. This is also the similar case with CVEFixes.

This product uses the NVD API but is not endorsed or certified by the NVD.

This research was partially supported by the Dutch Research Council (NWO) under the project NWA.1215.18.008 Cyber Security by Integrated Design (C-SIDe).

To restore the dataset, you can use the docker-compose file available at the gitub repository. Dataset default credentials after restoring dump:

POSTGRES_USER=postgrescvedumper
POSTGRES_DB=postgrescvedumper
POSTGRES_PASSWORD=a42a18537d74c3b7e584c769152c3d

350-201 PDF Dumps With Valid Questions - Best And Prime Rated Uncover a choice of resources that may help you prepare for the Cisco Cybersecurity Specialist exam with out any specifications. Wonderful work to pass your Performing CyberOps Using Core Security Technologies exam employing the ideal and most secure 350-201 dumps pdf study guide. It can be vital to read the Cisco 350-201 pdf dumps and get more info. It will allow you to prepare your exam differently; these genuine 350-201 exam dumps 2023 will strengthen your 350 201 exam questions preparation capabilities. Get an updated 350-201 certification dumps in the DumpsCollege and prepare with all of the very simple preparation approaches that could enable you to get the ideal test final results. Together with the support on the 350 201 pdf questions, you might have the ability to immediately sharpen your comprehension and strengthen your exam Cisco Cybersecurity Specialist exam preparation capabilities. Most Well known 350-201 Exam Dumps For Wonderful Exam Preparation Cisco 350-201 exam dumps which includes the questions and job categories for every component, to familiarize yourself using the Cisco Cybersecurity Specialist exam format. It is also crucial to be familiar with the CBRCOR CyberOps Professional 350-201 dumps pdf of DumpsCollege. We give 350 201 certification dumps to ensure that candidates for the exam must realize how the Performing CyberOps Using Core Security Technologies exam will likely be processed. We do that so that you can make candidates know 350-201 pdf dumps in order that they don't lose a single mark on 350 201 certification exam questions. Obtain Exclusive 350-201 Dumps PDF To Ace Your 350 201 Test Absolutely everyone wants to know what varieties of questions might be asked in the Cisco Cybersecurity Specialist exam so DumpsCollege gives a total package about 350-201 dump pdf and runs a web-based testing engine session. Undertaking so prepares the candidate for the Performing CyberOps Using Core Security Technologies exam. We present 350-201 exam dumps for the discarding of 350 201 exam questions in order that people that want can get high marks within the race with other folks. Preparing a questionnaire might help you feel far more comfy with the 350 201 certification dumps 2023. To assist you in preparing your disposal in the pdf 350-201 braindumps, DumpsCollege have offered you with CBRCOR CyberOps Professional 350 201 sample questions. This will provide you with some insight into what it is possible to count on from the Performing CyberOps Using Core Security Technologies exam. Be Successful In Exam Preparation By The Assist Of 350 201 Certification Dumps In the event you feel any negligence or malpractice in our operate and our preparation procedure for Cisco 350-201 exam dumps you may ask us to feel totally free to share with us your questions. DumpsCollege will definitely try and improve our strategy and in case you aren't happy with our preparation technique for Cisco Cybersecurity Specialist exam and 350-201 pdf dumps it is possible to withdraw from our study. We assure that we will refund the money on the 350 201 exam questions you sent within the type of payment. Also, we deliver our 24/7 client help service around the valid Cisco exam dumps for the preparation of Cisco Cybersecurity Specialist exam. It is possible to contact Cisco professionals of DumpsCollege whenever you may have time either day or evening. We are going to always be there to help you at any time of the day. Moreover to all the above we supply 90 days of standard updates CBRCOR CyberOps Professional 350 201 certification dumps pdf to provide straightforward access to these we want to start studying from Dumps College.

Get Hold Of Microsoft AZ-500 PDF Dumps For The Exam Preparation In case you are continually looking for the preparation of the Microsoft AZ-500 exam then at the moment you visit ExamDumps.In for the foremost Microsoft AZ-500 exam dumps. Given that it is very tough to pass this harsh Microsoft Azure exam, ExamDumps.In designed those varieties of Microsoft AZ 500 dumps pdf which can be in accordance with the demand in the Microsoft AZ 500 exam. You will find numerous Microsoft AZ-500 dumps pdf which consist on the actual questions for the well-preparation of your Microsoft Azure exam. You can get a possibility to create an efficient AZ-500 exam preparation with all the Microsoft AZ-500 dumps pdf. Evaluate Your Self-Preparation with Microsoft AZ-500 PDF Dumps The Microsoft AZ 500 pdf dumps make your Microsoft Azure Security Technologies exam preparation easy in such a short time. If you prepare together with the Microsoft AZ-500 exam dumps you'll be able to pass the Microsoft Azure exam with very good grades. This could make sure you effectively pass your AZ 500 exam, so you get started studying using the Microsoft AZ 500 pdf questions. It might be pretty useful through the Microsoft Azure Security Technologies exam preparation. Vital For Preparation of Microsoft AZ-500 Dumps PDF If you would like to produce the up-to-date Azure Security Engineer Associate AZ-500 questions pdf then you will find no compatible Microsoft AZ-500 pdf questions and also the ExamDumps.In supplies a wide selection of questions to the candidates in very significantly less quantity. Following downloading the demo version in the Microsoft AZ-500 dumps you assume these exam questions are vital for the Microsoft Azure Security Technologies exam preparation. The AZ-500 dumps pdf consist of authentic material that is definitely needed for the AZ 500 preparation. Get Now: https://www.examdumps.in/AZ-500-pdf-questions.html Greatest and Major Rated Microsoft AZ-500 Dumps PDF The ExamDumps.In dumps pdf provided right after going through an analytical procedure right after the creation in the pdf file are analyzed in detail by the master skilled familiar pros. Soon after preparing using the AZ-500 pdf dumps you get an thought you will find no sustainable dumps on the unique web-sites except for the ExamDumps.In Azure Security Engineer Associate AZ-500 pdf dumps, and too as at a affordable cost, including on logical informative selective subjects. The Azure Security Engineer Associate AZ-500 braindumps are very reputable and give actual questions answers precise towards the AZ-500 exam. Pivotal to the achievement The ExamDumps.In pivotal for the success in the candidates, these wonderful Microsoft AZ 500 pdf dumps aren't a waste of revenue. In that case, in case you won't have the ability to pass your Microsoft Azure exam immediately after a long time of preparation and you think it's not trusted then the ExamDumps.In offers back the customer's payments. They facilitate their shoppers and give 3 months of no cost updates, our group readily available for 24/7 client help. With out going by means of any hesitation you could comfortably prepare for your Microsoft AZ-500 exam preparation and get results.

Get Hold Of Amazon SCS-C01 PDF Dumps For The Exam Preparation When you are continually browsing for the preparation of your Amazon SCS-C01 exam then at the moment you go to ExamDumps.In for the foremost Amazon SCS-C01 exam dumps. Considering that it is extremely difficult to pass this harsh AWS Certified Specialty exam, ExamDumps.In produced these kinds of Amazon SCS C01 dumps pdf which might be as outlined by the demand with the Amazon SCS C01 exam. There are countless Amazon SCS-C01 questions pdf which consist of your actual questions for the well-preparation of the AWS Certified Specialty exam. You can get a opportunity to produce an effective SCS-C01 exam preparation with all the Amazon SCS-C01 dumps pdf. Evaluate Your Self-Preparation with Amazon SCS-C01 PDF Dumps The Amazon SCS C01 pdf dumps make your AWS Certified Security Specialty exam preparation easy in such a quick time. For those who prepare with all the Amazon SCS-C01 exam dumps you will have the ability to pass the AWS Certified Specialty exam with good grades. This can ensure you effectively pass your SCS C01 exam, so you start off studying using the Amazon SCS C01 pdf questions. It might be really valuable during the AWS Certified Security Specialty exam preparation. Crucial For Preparation of Amazon SCS-C01 Dumps PDF If you would like to create the up-to-date SCS-C01 questions pdf then there are no compatible Amazon SCS-C01 pdf questions along with the ExamDumps.In offers a wide range of questions to the candidates in extremely less amount. Soon after downloading the demo version of the Amazon SCS-C01 dumps you assume these exam questions are vital for your AWS Certified Security Specialty exam preparation. The SCS-C01 dumps pdf consist of genuine material that is necessary for the SCS C01 preparation. Get From Here: https://www.examdumps.in/SCS-C01-pdf-questions.html Analytics SCS-C01 PDF Questions The ExamDumps.In dumps pdf offered following going via an analytical procedure right after the creation of your pdf file are analyzed in detail by the master skilled familiar professionals. After preparing using the SCS-C01 pdf dumps you get an thought there are actually no sustainable dumps around the distinct web sites except for the ExamDumps.In SCS-C01 pdf dumps, and also as at a affordable value, including on logical informative selective topics. The SCS-C01 braindumps are extremely dependable and present actual questions answers precise to the SCS-C01 exam. Pivotal to the achievement The ExamDumps.In pivotal for the results of the candidates, these fantastic Amazon SCS C01 dumps pdf will not be a waste of money. In that case, if you will not be able to pass your AWS Certified Specialty exam following a long time of preparation and also you feel it is not trusted then the ExamDumps.In provides back the customer's payments. They facilitate their consumers and give three months of totally free updates, our group out there for 24/7 customer support. With out going by way of any hesitation it is possible to comfortably prepare for your Amazon SCS-C01 exam preparation and get results.