關於 virusshare dataset ，我們在網路上蒐集到這些相關的討論、資訊與評價

#11. Cryptocurrency Malware Dataset - Cyber Science Lab

MS Windows malicious cryptocurrency executable samples were collected from well-known repositories like Virus Total and Virus Share. The collected dataset ...

#12. Labeling the virus share malware dataset lessons learned

Labeling the virus share malware dataset lessons learned. 1. Labeling the VirusShare Dataset: Lessons Learned John Seymour [email protected], @_delta_zero ...

#13. VirusShare Malware Collection: AZ - Internet Archive

VirusShare Malware Collection: A-Z. Publication date: 2016 ... IN COLLECTIONS. The Dataset Collection. Uploaded by Sketch the Cow on May 7, 2018 ...

#14. malware | IEEE DataPort

This dataset is part of my Master's research on malware detection and classification using the ... PE malware examples were downloaded from virusshare.com.

#15. VirusShare-related archives - a4lg.com

File name Size MD5 Last Upda... vxshare‑hashes‑000‑v5.tar.xz 595.0MiB 65842478022d26fc0e3e00fa0c8ede7c 2020‑04‑22 vxshare‑hashes‑001‑v5.tar.xz 408.5MiB 4108a997301f370df115c6ca3d901d74 2015‑07... vxshare‑hashes‑002‑v5.tar.xz 406.3MiB 9ad3fd8775a42530535968ca5fee1929 2015‑07...

#16. Permission-based Android malware analysis by using ...

In this study, we currently evaluate 141 permissions available on the Android developer site [34] for AMD, and M0DROID datasets. For the VirusShare dataset, not ...

#17. Can We Leverage Predictive Uncertainty to Detect Dataset ...

Note that dataset shift is related to, but different from, ... We use 3 widely-used Android datasets: Drebin [4], VirusShare [11], ...

#18. Dynamic Features of VirusShare Executables - 資料集平台

This dataset contains the dynamic features of 107,888 executables, collected by VirusShare from Nov/2010 to Jul/2014. 全部下載.

#19. Comparing state-of-the-art machine learning malware ... - DIVA

malware database VirusShare and the total number of samples was 14924. ... Microsoft dataset is from 2015 and VirusShare's samples are from 2020 and back.

#20. Machine Learning for Malware Detection: Beyond Accuracy ...

Additional dataset description was presented by [Galante et al. 2018]. ... the VirusShare dataset presented higher accuracy rates than VirusTotal dataset—.

#21. Using Loops For Malware Classification Resilient ... - Eurecom

ware Genome Project and VirusShare datasets respectively, which outperforms previous approaches. We also evaluated L MC, along with the related work, ...

#22. 6 Short Links on Malware Training Set Creation for Machine ...

See EMBER: An Open Dataset for Training Static PE Malware Machine Learning Models for more details. Labeling the VirusShare Corpus: Lessons Learned — John ...

#23. Table 1 | A Survey of Android Malware Static Detection ...

References Algorithms Metrics Values 71 LR Accuracy 0.9725 72 LR; C4.5; RF; RT; SVM Precision; Recall; F 1 0.958... 73 NB Accuracy; TNR; FPR; TPR; FNR; AUC; Precision 0.921...

#24. CIDRE Public / Dada - Debiased Android Malware DAtasets

The dataset DOES NOT contain the malware themselves but one can download them with their hash from well-known repositories such as AndroZoo and VirusShare.

#25. AFCGDroid: Deep Learning Based Android Malware ...

achieves 99.4% accuracy on Drebin dataset [2] and 96.2% accuracy on a dataset collected from. VirusShare [3]. 2. Related Work.

#26. Machine Learning for Malware Detection ... - SBSeg 2019

Additional dataset description was presented by [Galante et al. 2018]. ... the VirusShare dataset presented higher accuracy rates than VirusTotal dataset—.

#27. VirusShare (@VXShare) / Twitter

VirusShare ☣ ... Internet tube #789914452 VirusShare.com Joined June 2012 ... API yesterday to query the 35M (and counting) malware samples in the dataset.

#28. How do I download malware datasets? - Quora

VX Heavens Virus Dataset. Next Generation Intelligent Networks Research Center Malicious datasets * - Csmining Group.

#29. Additional Information of DeepDetect - Saurabh Kumar

This work uses multiple dataset (see Table 1) for the evaluation of ... whereas the malware from VirusShare and benign Apps from Play Store ...

#30. Top 7 malware sample databases and datasets for research ...

VirusShare. A longtime staple of malware sample datasets, VirusShare deserves to be in the top seven. After registering for an account ...

#31. Gaussian Mixture Models for Dynamic Malware Clustering

better than the state-of-the-art on a dataset of real-world malware curated from the VirusShare malware corpus. I. INTRODUCTION.

#32. Dataset - Dr Mamoun Alazab - Google Sites

... Malware Dump ( http://www.malwaredump.com/); VirusShare (https://virusshare.com/) ... LBNL/ICSI Enterprise Network Traffic Dataset (Header File) ...

#33. Master's Thesis Applying Clustering Techniques for Refining ...

We observed that the data sets from Virusshare include 1 to 8 percent ... data set more accurately than other algorithms, some resulting clusters are.

#34. Malware Detection PE-Based Analysis Using Deep Learning ...

Dataset contains 8970 malware and 1000 benign binaries files. ... All of malware files are collected from https://virusshare.com/ and ...

#35. Feature Importance in Android Malware Detection - IEEE Xplore

... works in the literature, we analyse a critical mass of apps from the most contemporary and prevailing datasets, namely Drebin, VirusShare, and AndroZoo.

#36. A Comprehensive Survey on Machine Learning Techniques ...

dataset age, classification models, and performance improvement techniques. ... malware dataset, namely VirusShare or AndroZoo.

#37. khas-ccip/api_sequences_malware_datasets - gitmemory

New datasets for dynamic malware classification are built based on the hashcodes of ... VirusShare dataset includes families of Adware, Agent, Backdoor, ...

#38. Machine learning malware detection using PE headers

To train our machine learning models to find malware datasets, there are a ... VirusTotal: https://www.virustotal.com; VirusShare: https://virusshare.com.

#39. Predicting the Dynamic Behaviour of Malware using RNN

In this paper, the datasets are downloaded from the dataset repositories such as. VirusShare, Virus Total etc and is run in Cuckoo Sandbox.

#40. Malware Samples for Students | Pacific Cybersecurity

VirusShare : https://virusshare.com/. Requires login (free); ZIP password is “infected"; Run by J Michael Roberts, Vice President - Incident Response at ...

#41. A New Classification Based Model for Mali- cious PE Files ...

The malware dataset is obtained from Virusshare data- base ‎[27]. 83,401 samples that have been identified as malware in 2016, 2017, 2018, ...

#42. EMBER: An Open Dataset for Training Static PE Malware ...

malicious/benign dataset, machine learning, static analysis ... are shared generously through sites like VirusShare (virusshare, ) and VX Heaven (vxheaven, ) ...

#43. Lessons Learnt on Reproducibility in Machine ... - ORBi lu

antivirus decisions, malware datasets may be more or less noised. ... For VirusShare dataset, we have found again two lists of VirusShare hashes with 23 131 ...

#44. Lessons Learnt on Reproducibility in Machine ... - Springer LINK

For VirusShare dataset, we have been able to collect the exact same number of apps used in original experiments. As for the other datasets, we ...

#45. Mind the Gap: On Bridging the Semantic Gap between ...

In this paper, we survey existing datasets used for classifying malware by ... VirusShare (84), 2011, ¿ 300, Live executables, Varies, Varies, Curated, N/A1.

#46. An Ensemble of Pre-trained Transformer Models For ...

API call sequences of VirusSample and VirusShare datasets. After perform- ing pre-processing steps on Catak dataset, only 11 API call ...

#47. Virusshare Login Information, Account - Loginask

VirusShare. The purpose of this repository it's to provide a dataset of static data extracted from the VirusShare malware repository.

#48. HawkEye: Cross-Platform Malware Detection with ...

Dataset Preparation. We collected our malware samples from VirusShare [1] and AndroZoo [2]. For benign samples, we collected ELF binary samples from.

#49. Applications of deep learning for mobile malware detection

Drebin and VirusShare are the most widely used datasets. Supervised learning and static features are the most preferred machine learning and ...

#50. -Scale Malicious Software Classification with Fuzzified ...

VirusShare dataset and label them manually. Malware on different platforms or operating systems cannot be handled under a unified framework due to the ...

#51. Image-based malware classification using section distribution ...

... the malware collected from VX-Heaven and Virusshare as well as the Microsoft Malware Classification Challenge dataset showed that MalCVS ...

#52. Performance Analysis of Machine Learning Classifiers for ...

which one is giving the best result according to the dataset and also compare among these algorithms. Top machine learning.

#53. Feature importance in mobile malware detection - Researchain

... works in the literature, we analyse a critical mass of apps from the most contemporary and prevailing datasets, namely Drebin, VirusShare, and AndroZoo.

#54. AndroCT: Ten Years of App Call Traces in Android - IEEE ...

Data-driven approaches have proven to be promising in mobile software analysis, yet these approaches rely on sizable and quality datasets.

#55. Malware Analysis Datasets: Top-1000 PE Imports - 数据集 ...

数据集-阿里云天池的文档介绍：Introduction This dataset is part of my PhD research on malware ... PE malware examples were downloaded from virusshare.com.

#56. Two Anatomists Are Better than One—Dual-Level Android ...

against three different popular malware datasets and a handful of machine learning ... in the AndroZoo, VirusShare, and Drebin dataset.

#57. Free Malware Sample Sources for Researchers - Lenny Zeltser

VirusShare : Registration required; VirusSign: Registration required; Virus and Malware Samples: Includes APT, registration required; vx- ...

#58. Dynamic Analysis of Android Malware of 2017 | Kaggle

It is part of the Virusshare repository. The dynamic analysis was performed on several LG Nexus 5 devices with Android API 23.

#59. Προηγ ένες Μέθοδοι Ανίχνευσης Κακόβουλου Λογισ ικού στην ...

approaches lean on rather outdated mobile malware datasets and Android operating system versions. ... 4.3 Top 10 features in the VirusShare dataset.

#60. OpCode-Level Function Call Graph Based Android Malware ...

We conducted experiments on a dataset with 1796 Android malware samples classified into two categories (obtained from Virusshare and ...

#61. The AV says: Your Hardware Definitions Were Updated!

goodware-labeled samples, and two datasets of real Linux malware samples: (i) the VirusShare (virusshare.com) dataset is composed by 2,642 unique samples ...

#62. Malware dataset for deep learning - Reddit

Hello, are there any malware datasets < 500GB that contain raw binaries? ... one is VirusShare. contains millions of PE malwares for free :).

#63. CS6456 - HW4 -

For this homework we will use a labeled dataset containing numerous ... Malware samples were collected from VirusShare [31], and goodware ...

#64. Review History for On the classification of Microsoft-Windows ...

Are other open sources available besides VirusShare? (I do not know this, but I suspect there are...) I think the authors made a 50%-50% dataset in order to ...

#65. MAMADROID: Detecting Android Malware by Building Markov ...

this is the largest malware dataset used to evaluate an Android ... legitimate apps mistakenly included in the VirusShare dataset.

#66. Correlating High- and Low-Level Features:⋆ - FHS Brage

dataset. Here we suggest a hypothesis that features from feature sets A and B ... ware samples: malicious PE32 executables gathered from VirusShare[2].

#67. Detection of Malicious Binaries by Deep Learning Methods

VirusShare samples which we have used for our malware category. All these challenges will be addressed in future work. 4 RESULTS. 4.1 Type1 Dataset.

#68. Using Loops For Malware Classification Resilient to Feature ...

ware Genome Project and VirusShare datasets respectively, which outperforms previous approaches. We also evaluated LoopMC, along with the related work, ...

#69. AVCLASS: A Tool for Massive Malware Labeling - The IMDEA ...

dataset previously used by malware clustering and classification approaches. ... The two VirusShare [30] and the Miller et al. [19] datasets are.

#70. Adversarial search defeats entropy used to detect malware

It outperforms VirusTotal for accuracy on combined Kaggle and VirusShare malware. EEE, the evasion tool, shows the effectiveness of entropy as a.

#71. You Shall Not Pass! Measuring, Predicting, and Detecting ...

4.3 Summary of the security event datasets used in this paper. ... legitimate apps mistakenly included in the VirusShare dataset. 45% of Ma-.

#72. DYNAMIC LEAST-SQUARES REGRESSION - OpenReview

demonstrate their practicality on both synthetic and real-world datasets. ... Real-world dataset We use the VirusShare dataset from the UCI Machine Learning ...

#73. VirusTotal - Wikipedia

Users can also scan suspect URLs and search through the VirusTotal dataset. VirusTotal for dynamic analysis of malware uses the Cuckoo sandbox.

#74. Android Malware Detection with Weak Ground Truth Data

Logistic Regression to perform well for noisy app datasets, as well as datasets where there is a ... while utilizing the VirusShare dataset as malware apps.

#75. Deep Cybersecurity: A Comprehensive Overview from Neural ...

This is similar to the Virus Share [20] and VirusTotal [21] datasets. Another wide dataset con- taining 22,500 malicious and 22,500 benign ...

#76. VirusShare怎么下载数据集？ - CSDN博客

VirusShare 网站恶意软件数据集，对于做网络安全技术开发专业人员非常有用， ... https://github.com/shramos/Awesome-Cybersecurity-Datasets#malware ...

#77. Android Malware Detection Scheme Based on Level of SSL ...

By computer simulation with real dataset, we show our scheme achieves an accuracy of 92.7%. ... Available: https://virusshare.com. [21] “Appbrain.

#78. KiloGrams: Very Large N-Grams for Malware Classification

gradient-boosted decision tree models on the EMBER dataset. ... Our “Public PDF” dataset was constructed from VirusShare for.

#79. An automated behaviour-based malware analysis method ...

from the VirusShare [15] website with mal- ware samples. ... Some of the files in the ransomware dataset ... ware obtained from the VirusShare PE malware.

#80. 10 of the Best Open Source Threat Intelligence Feeds - D3 ...

VirusShare is an online repository of malware created and maintained by J-Michael Roberts, a digital forensics examiner.

#81. Towards a Robust Method of Dataset Generation of Malicious ...

VirusShare samples were combined with theZoo malware collection, that holds most popular and contro- versial malware samples. theZoo database ...

#82. Labeling the VirusShare Corpus: Lessons... - BSidesLV 2016

A machine learning researcher needs a nice dataset to work with, but all of the publicly available malware datasets have major issues.

#83. AppContext: Differentiating Malicious and Benign Mobile App ...

on 202 malicious apps from various malware datasets, and 633 benign apps from the Google Play ... malicious apps from the VirusShare dataset [29], and 50.

#84. An adversarial method to improve deep learning-based static ...

... dataset with a Conditional Generative Adversarial Network (CGAN), ... Liang L, Lei Z. Malware dataset from VirusShare used in article ...

#85. Raw image binary

The standard data to experiment with is the MNIST dataset. The Wolfram Language provides ... PE malware examples were downloaded from virusshare.

#86. Ransomware dataset

Our malware samples in this dataset are classified into four categories: Adware; Ransomware; ... which are collected using the VirusShare platform.

#87. IoT-23 Dataset: A labeled dataset of Malware and Benign IoT ...

The goal of this dataset is to make the two types of datasets available for the community: the first type contains malicious network traffic and the second one ...

#88. Security and Privacy in Communication Networks: 15th EAI ...

The malicious apps used to investigate RevealDroid are from Android Malware Genome [34], the Drebin dataset [9] and VirusShare [5]. Our malicious dataset is ...

#89. Trusted Computing and Information Security: 13th Chinese ...

4.1 Datasets We use four datasets in our experiments, as depicted in Table 1. ... [23] Dataset B 6982 6575 FalDroid [24] Dataset C - 9389 VirusShare [25] ...

#90. VirusShare.com Hash Sets - OpenText Security

Created an EnCase Cybersecurity v5.5 Hash Sets of the VirusShare.com 0 thru 129 torrents using the logical size and MD5 sums for improved hash analysis.

#91. Algorithms and Architectures for Parallel Processing: 18th ...

Hence, we also compare it against eight popular anti-virus scanners on the Drebin project and VirusShare data set. The detection results of the eight ...

#92. Artificial Intelligence and Security: 5th International ...

Drebin Dataset [25], VirusShare Dataset, MMCC Dataset (Microsoft Malware Classification Challenge on Kaggle) [26]. Meanwhile, a large number of top-ranked ...

#93. How to find leaked databases - Babbelbox24

I wonder how much more stolen data sets this Russian, or other hackers are holding that have yet to be released. Aug. I was able to find 520 occurrences of ...

#94. Fan yin uci

2013], and the original dataset can be found at the UCI repository. Founded in 2011 Jun 21, 2021 · Department of Physics ... Then, the various VirusShare.

#95. Computational Science – ICCS 2019: 19th International ...

The weight wk is used to balance class k in the training data set, ... 4.2 Dataset VxHeaven [6] and VirusShare [4] are two popular datasets used for malware ...

#96. Security and Privacy in Communication Networks: 14th ...

Figure 4 describes a file named VirusShare_0b2e2250b514297 adb7da45b5d22dae8.apk in VirusShare dataset by calling getNetworkInfo function to get a smali ...

#97. Md5 hash list download

An MD5 file has been added to many of the datasets to verify that the data ... Every single VirusShare MD5 hash in a single file, ready for distribution and ...

#98. Sample virus file

Use the datasets command line tool to rehydrate and get the full dataset when ... VirusShare: https://virusshare. malware malwareanalysis malware-analysis ...

#99. Advanced Computational Methods for Knowledge Engineering: ...

A VirusShare 268988aa1df&2ab()73f$27b5b6c8bff7 VirusShare_5.c4806b5859b35a3df()3763e.9cTecbf6 ... Description of the data sets Data set Description.