cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.77jts9
title: Occurrence Download

description: A dataset containing 83746 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Centris vittata Lepeletier, 1841, Eulaema meriana (Olivier, 1789), Eulaema nigrita Lepeletier, 1841, Centris scopipes Friese, 1900, Paratetrapedia connexa (Vachal, 1909), Tetrapedia diversipes Klug, 1810, Paratetrapedia rufa Aguiar & Melo, 2011, Augochlora esox (Vachal, 1911), Augochlora daphnis Smith, 1853, Paratetrapedia duckei (Friese, 1910), Paratetrapedia lineata (Spinola, 1851), Centris aenea Lepeletier, 1841, Centris varia (Erichson, 1848), Eulaema cingulata (Fabricius, 1804), Centris flavifrons (Fabricius, 1775), Augochloropsis callichroa (Cockerell, 1900), Augochloropsis smithiana (Cockerell, 1900), Acamptopoeum prinii (Holmberg, 1884), Xylocopa frontalis (Olivier, 1789), Xylocopa grisescens Lepeletier, 1841, Xylocopa suspecta Moure & Camargo, 1988, Tetragonisca angustula (Latreille, 1811), Trigona fulviventris Guérin-Méneville, 1844, Trigona spinipes (Fabricius, 1793), Bombus brevivillus Franklin, 1913, Bombus morio (Swederus, 1787), Bombus pauloensis Friese, 1912, Exomalopsis analis Spinola, 1853, Geotrigona mombuca (Smith, 1863), Paratrigona lineata (Lepeletier, 1836), Exomalopsis auropilosa Spinola, 1853)"
 ]
}

 The dataset includes 83746 records from 128 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006522-230828120925497/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-35613
title: Claims (GX 17640 - GX 17991), 1985

description: Collection of claims filed against the Los Angeles Police Department with regards ranging from wrongful death to violation of civil rights, etc., 1985. PART OF A SERIES: The series includes materials related to the work product of Price Waterhouse, whose staff investigated citizen complaints and civil litigation claims involving the LAPD. Included are claims reports, claims analyses, card files, and arbitration reports; summaries of 83 selected civil litigation cases; materials from the personnel files of LAPD officers named in these cases, as well as documents listing their subsequent penalties; and statistics that break complaints down according to a variety of criteria, including race, gender, and police division.
DOI: 10.15468/dl.diajqj
title: Occurrence Download

description: A dataset containing 42867852 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Observation",
 "BasisOfRecord is Literature Occurrence"
 ]
 },
 "HasCoordinate is true",
 "TaxonKey is Animalia",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 42867852 records from 295 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002579-171124123535762/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mpzsuj
title: Occurrence Download

description: A dataset containing 1965 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Cambodia",
 "TaxonKey is Amphibia"
 ]
}

 The dataset includes 1965 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010634-240202131308920/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-35599
title: Claims (GX 17640 - GX 17991), 1985

description: Collection of claims filed against the Los Angeles Police Department with regards ranging from wrongful death to violation of civil rights, etc., 1985. PART OF A SERIES: The series includes materials related to the work product of Price Waterhouse, whose staff investigated citizen complaints and civil litigation claims involving the LAPD. Included are claims reports, claims analyses, card files, and arbitration reports; summaries of 83 selected civil litigation cases; materials from the personnel files of LAPD officers named in these cases, as well as documents listing their subsequent penalties; and statistics that break complaints down according to a variety of criteria, including race, gender, and police division.
DOI: 10.15468/dl.7vdeee
title: Occurrence Download

description: A dataset containing 1262997 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Paraguay",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 1262997 records from 568 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015074-240202131308920/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bghw71
title: Occurrence Download

description: A dataset containing 393 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Agave marmorata Roezl"
 ]
}

 The dataset includes 393 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002579-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-40127
title: Discernable patterns in governance structures, 1991-06-13

description: Memo - re: discernable patterns in governance structures - A memorandum that describes different structures of governance structures with regard to police operations - from: Frank Cardenas; to: Brian Currey, Larry Gotlieb, and Ray Fisher, 1991 June 13. PART OF A SERIES: O'Melveny & Myers, the firm for which Commission Chairman Warren Christopher worked, conducted research pertaining to the structure and organization of the LAPD. Included in the series are materials related to the firm's research and work product, including excerpts from city charter revisions, summaries of dissertations and books about organizational control of the police, memoranda on various structural issues facing both the LAPD and the Commission's investigation, an excerpt from the Manual of the Los Angeles Police Department, and a transcript of court proceedings in Collins v. City of Los Angeles, a civil case in which a female African-American police recruit filed a lawsuit against the city on the grounds of racial and gender discrimination.
DOI: 10.15468/dl.jhfze4
title: Occurrence Download

description: A dataset containing 161 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Peromyscus hylocetes Merriam, 1898"
 ]
}

 The dataset includes 161 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002580-150422101436696/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qcssmj
title: Occurrence Download

description: A dataset containing 19832 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Tetraonid line transect surveys from Norway: Data from Statskog"
 ]
}

 The dataset includes 19832 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010633-240202131308920/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-32649
title: Constraints on political corruption in the LAPD, 1991-06-19

description: Memo - re: constraints on political corruption in the Los Angeles Police Department - from: Glenn Trost and Tom Hungar; to: Larry Gotlieb - a legal memorandum discussing how criminal and civil penalties are inadequate with regard to the prevention of corruption in the LAPD, 1991 June 19. PART OF A SERIES: O'Melveny & Myers, the firm for which Commission Chairman Warren Christopher worked, conducted research pertaining to the structure and organization of the LAPD. Included in the series are materials related to the firm's research and work product, including excerpts from city charter revisions, summaries of dissertations and books about organizational control of the police, memoranda on various structural issues facing both the LAPD and the Commission's investigation, an excerpt from the Manual of the Los Angeles Police Department, and a transcript of court proceedings in Collins v. City of Los Angeles, a civil case in which a female African-American police recruit filed a lawsuit against the city on the grounds of racial and gender discrimination.
DOI: 10.15468/dl.qqnxbo
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Amynthas corticis (Kinberg, 1866)",
 "Country is Mexico"
 ]
}

 The dataset includes 26 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002580-150512124619364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-42110
title: Term of Office for the Director of the CIA, 1991-06-11

description: Memo - re: term of office for the Director of the Central Intelligence Agency (CIA) - from: Chuck Michel; to: Larry Gotlieb, 1991 June 11. PART OF A SERIES: O'Melveny & Myers, the firm for which Commission Chairman Warren Christopher worked, conducted research pertaining to the structure and organization of the LAPD. Included in the series are materials related to the firm's research and work product, including excerpts from city charter revisions, summaries of dissertations and books about organizational control of the police, memoranda on various structural issues facing both the LAPD and the Commission's investigation, an excerpt from the Manual of the Los Angeles Police Department, and a transcript of court proceedings in Collins v. City of Los Angeles, a civil case in which a female African-American police recruit filed a lawsuit against the city on the grounds of racial and gender discrimination.
DOI: 10.15468/dl.4a247e
title: Occurrence Download

description: A dataset containing 617 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "Country is one of (Tanzania, United Republic of, Kenya, Uganda)",
 "OccurrenceStatus is Present",
 "TaxonKey is Paederus Fabricius, 1775"
 ]
}

 The dataset includes 617 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002388-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.osmwpu
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "ScientificName" : [
 "is Ursus americanus"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039909-181108115102211/datasets/export for details.
DOI: 10.15468/dl.wfm5mq
title: Occurrence Download

description: A dataset containing 21869 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is one of (Solanum tuberosum L., Clavibacter michiganensis subsp. michiganensis)"
 ]
}

 The dataset includes 21869 records from 453 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002386-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c7zz5z
title: Occurrence Download

description: A dataset containing 109 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Psammosilene tunicoides W.C.Wu & C.Y.Wu"
 ]
}

 The dataset includes 109 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0076701-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hbyasp
title: Occurrence Download

description: A dataset containing 6242 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Registros de hormigas y termitas de suelo colectadas en la Amazonia colombiana"
 ]
}

 The dataset includes 6242 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0076702-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13337982
title: Spatiotemporal dynamics of locomotor decisions in Drosophila melanogaster

description: Overview


This repository is associated with the paper "Spatiotemporal dynamics of locomotor decisions in Drosophila melanogaster".



Data


All data required to reproduce our results are available in the SpatiotempDM/datafiles folder, with raw data available in the SpatiotempDM/datafiles/rawdata folder.



Analysis


The SpatiotempDM/analyses folder consists of all MATLAB code (R2023b) required to reproduce experimental and simulation figures from the paper, with custom functions available in SpatiotempDM/analyses/customfuns.



Data pipeline


For data pipeline and further information see:data_pipeline.pdfspatiotempDM_pipline_info.pdf



Cite


If you use code from this repository, please cite it using this DOI: 10.5281/zenodo.13337982.



Contributors


This code was authored by Lior Lebovich, 2024.
DOI: 10.5281/zenodo.13337981
title: Spatiotemporal dynamics of locomotor decisions in Drosophila melanogaster

description: Overview


This repository is associated with the paper "Spatiotemporal dynamics of locomotor decisions in Drosophila melanogaster".

All data and analyses required to reproduce our results are available in the SpatiotempDM folder.



Data


All data required to reproduce our results are available in the SpatiotempDM/datafiles folder, with raw data available in the SpatiotempDM/datafiles/rawdata folder.



Analysis


The SpatiotempDM/analyses folder consists of all MATLAB code (R2023b) required to reproduce experimental and simulation figures from the paper, with custom functions available in SpatiotempDM/analyses/customfuns.



Data pipeline


For data pipeline and further information see:data_pipeline.pdfspatiotempDM_pipline_info.pdf

ABM simulations

Python script required for simulating Agent Based Modeling are available in the ABM-Drosophila folder. 



Code contributors


SpatiotempDM folder: This code was authored by Lior Lebovich, 2024.ABM-Drosophila folder: This code was authored by Tom Alisch, 2024.



Cite


If you use code from this repository, please cite it using this DOI: 10.5281/zenodo.13352340
DOI: 10.5281/zenodo.13352340
title: Spatiotemporal dynamics of locomotor decisions in Drosophila melanogaster

description: Overview


This repository is associated with the paper "Spatiotemporal dynamics of locomotor decisions in Drosophila melanogaster".

All data and analyses required to reproduce our results are available in the SpatiotempDM folder.



Data


All data required to reproduce our results are available in the SpatiotempDM/datafiles folder, with raw data available in the SpatiotempDM/datafiles/rawdata folder.



Analysis


The SpatiotempDM/analyses folder consists of all MATLAB code (R2023b) required to reproduce experimental and simulation figures from the paper, with custom functions available in SpatiotempDM/analyses/customfuns.



Data pipeline


For data pipeline and further information see:data_pipeline.pdfspatiotempDM_pipline_info.pdf

ABM simulations

Python script required for simulating Agent Based Modeling are available in the ABM-Drosophila folder. 



Code contributors


SpatiotempDM folder: This code was authored by Lior Lebovich, 2024.ABM-Drosophila folder: This code was authored by Tom Alisch, 2024.



Cite


If you use code from this repository, please cite it using this DOI: 10.5281/zenodo.13352340
DOI: 10.15468/dl.6w9c3k
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Locality is one of (HANGZHOU. UNIVERSITY OF HANGZHOU, HangZhou, HangZhou Region, Zhejiang Province, Hangzhou, Hangzhou (30.0085, 120.579), Hangzhou (30.0691, 120.866), Hangzhou (= Hangchow), Zhejiang Province, eastern , Hangzhou (Hang Chow) and Wu-hsing (Woosing)., Hangzhou (Hangchow), Hangzhou (Hang Chow).)",
 "OccurrenceStatus is Present",
 "StateProvince is one of (ZHEJIANG PROV., ZHEJIANg)",
 "Year 2018-2018"
 ]
}

 The dataset includes 21 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0076703-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13347060
title: 漏洞定位到补丁数据集

description: 该数据集用于漏洞定位到补丁任务



任务背景:

开源软件的代码公开,这为发现和修复漏洞提供了便利,然而,这种透明性也使攻击者更容易找到并利用漏洞,因此及时发现和修复开源漏洞至关重要。由于开源社区是由全球开发者组成的,定位漏洞补丁并共享相关信息能使整个社区协作,迅速为所有用户开发补丁并增强防御能力。




核心任务描述:

开发自动化的检测和定位算法来快速检测和定位开源软件漏洞补丁,从而提高开源软件安全水平。




具体赛事任务:

针对常用开源软件,参赛团队可探索多种方式(包括但不限于自行开发自动化漏洞补丁分析定位算法、利用可公开获取的合法开源工具、或基于开源工具进行定制化开发等方式)进行漏洞补丁发现,并为每个漏洞根据其描述,提供与其相关的补丁的相关性。将漏洞补丁结果数据按照指定格式提交给组委会。




评估指标:

Recall(召回率)、F1-Score、NDCG@1、NDCG@5值




数据集信息描述:



数据集中包含“commit_id”,“cve_id”,“diff_code”,“commit_mess”,“label”,“cwe”,“desc_cve”共计7个字段。“commit_id”为补丁ID,“cve_id”为CVE ID,“diff_code”为字典形式的补丁diff信息,“commit_mess”为字符串形式的补丁message信息,“label”为判断该commit_id是否是修复该cve的漏洞补丁标签,1为是漏洞补丁标签,0则为不是,“cwe”字段为与该CVE相关的CWE类别信息,“desc_cve”字段为字符串形式的CVE漏洞描述。
DOI: 10.5281/zenodo.13347061
title: 漏洞定位到补丁数据集

description: 该数据集用于漏洞定位到补丁任务



任务背景:

开源软件的代码公开,这为发现和修复漏洞提供了便利,然而,这种透明性也使攻击者更容易找到并利用漏洞,因此及时发现和修复开源漏洞至关重要。由于开源社区是由全球开发者组成的,定位漏洞补丁并共享相关信息能使整个社区协作,迅速为所有用户开发补丁并增强防御能力。




核心任务描述:

开发自动化的检测和定位算法来快速检测和定位开源软件漏洞补丁,从而提高开源软件安全水平。




具体赛事任务:

针对常用开源软件,参赛团队可探索多种方式(包括但不限于自行开发自动化漏洞补丁分析定位算法、利用可公开获取的合法开源工具、或基于开源工具进行定制化开发等方式)进行漏洞补丁发现,并为每个漏洞根据其描述,提供与其相关的补丁的相关性。将漏洞补丁结果数据按照指定格式提交给组委会。




评估指标:

Recall(召回率)、F1-Score、NDCG@1、NDCG@5值




数据集信息描述:



数据集中包含“commit_id”,“cve_id”,“diff_code”,“commit_mess”,“label”,“cwe”,“desc_cve”共计7个字段。“commit_id”为补丁ID,“cve_id”为CVE ID,“diff_code”为字典形式的补丁diff信息,“commit_mess”为字符串形式的补丁message信息,“label”为判断该commit_id是否是修复该cve的漏洞补丁标签,1为是漏洞补丁标签,0则为不是,“cwe”字段为与该CVE相关的CWE类别信息,“desc_cve”字段为字符串形式的CVE漏洞描述。
DOI: 10.5281/zenodo.13341282
title: 漏洞定位到补丁数据集

description: 该数据集用于漏洞定位到补丁任务



任务背景:

开源软件的代码公开,这为发现和修复漏洞提供了便利,然而,这种透明性也使攻击者更容易找到并利用漏洞,因此及时发现和修复开源漏洞至关重要。由于开源社区是由全球开发者组成的,定位漏洞补丁并共享相关信息能使整个社区协作,迅速为所有用户开发补丁并增强防御能力。




核心任务描述:

开发自动化的检测和定位算法来快速检测和定位开源软件漏洞补丁,从而提高开源软件安全水平。




具体赛事任务:

针对常用开源软件,参赛团队可探索多种方式(包括但不限于自行开发自动化漏洞补丁分析定位算法、利用可公开获取的合法开源工具、或基于开源工具进行定制化开发等方式)进行漏洞补丁发现,并为每个漏洞根据其描述,提供与其相关的补丁的相关性。将漏洞补丁结果数据按照指定格式提交给组委会。




评估指标:

Recall(召回率)、F1-Score、NDCG@1、NDCG@5值




数据集信息描述:



数据集中包含“commit_id”,“cve_id”,“diff_code”,“commit_mess”,“label”,“cwe”,“desc_cve”共计7个字段。“commit_id”为补丁ID,“cve_id”为CVE ID,“diff_code”为字典形式的补丁diff信息,“commit_mess”为字符串形式的补丁message信息,“label”为判断该commit_id是否是修复该cve的漏洞补丁标签,1为是漏洞补丁标签,0则为不是,“cwe”字段为与该CVE相关的CWE类别信息,“desc_cve”字段为字符串形式的CVE漏洞描述。
DOI: 10.5281/zenodo.13341283
title: 漏洞定位到补丁数据集

description: 该数据集用于漏洞定位到补丁任务



任务背景:

开源软件的代码公开,这为发现和修复漏洞提供了便利,然而,这种透明性也使攻击者更容易找到并利用漏洞,因此及时发现和修复开源漏洞至关重要。由于开源社区是由全球开发者组成的,定位漏洞补丁并共享相关信息能使整个社区协作,迅速为所有用户开发补丁并增强防御能力。




核心任务描述:

开发自动化的检测和定位算法来快速检测和定位开源软件漏洞补丁,从而提高开源软件安全水平。




具体赛事任务:

针对常用开源软件,参赛团队可探索多种方式(包括但不限于自行开发自动化漏洞补丁分析定位算法、利用可公开获取的合法开源工具、或基于开源工具进行定制化开发等方式)进行漏洞补丁发现,并为每个漏洞根据其描述,提供与其相关的补丁的相关性。将漏洞补丁结果数据按照指定格式提交给组委会。




评估指标:

Recall(召回率)、F1-Score、NDCG@1、NDCG@5值




数据集信息描述:



数据集中包含“commit_id”,“cve_id”,“diff_code”,“commit_mess”,“label”,“cwe”,“desc_cve”共计7个字段。“commit_id”为补丁ID,“cve_id”为CVE ID,“diff_code”为字典形式的补丁diff信息,“commit_mess”为字符串形式的补丁message信息,“label”为判断该commit_id是否是修复该cve的漏洞补丁标签,1为是漏洞补丁标签,0则为不是,“cwe”字段为与该CVE相关的CWE类别信息,“desc_cve”字段为字符串形式的CVE漏洞描述。
DOI: 10.5281/zenodo.13338153
title: 漏洞定位到补丁数据集

description: 该数据集用于漏洞定位到补丁任务



任务背景:

开源软件的代码公开,这为发现和修复漏洞提供了便利,然而,这种透明性也使攻击者更容易找到并利用漏洞,因此及时发现和修复开源漏洞至关重要。由于开源社区是由全球开发者组成的,定位漏洞补丁并共享相关信息能使整个社区协作,迅速为所有用户开发补丁并增强防御能力。




核心任务描述:

开发自动化的检测和定位算法来快速检测和定位开源软件漏洞补丁,从而提高开源软件安全水平。




具体赛事任务:

针对常用开源软件,参赛团队可探索多种方式(包括但不限于自行开发自动化漏洞补丁分析定位算法、利用可公开获取的合法开源工具、或基于开源工具进行定制化开发等方式)进行漏洞补丁发现,并为每个漏洞根据其描述,提供与其相关的补丁的相关性。将漏洞补丁结果数据按照指定格式提交给组委会。




评估指标:

Recall(召回率)、F1-Score、NDCG@1、NDCG@5值




数据集信息描述:



数据集中包含“commit_id”,“cve_id”,“diff_code”,“commit_mess”,“label”,“cwe”,“desc_cve”共计7个字段。“commit_id”为补丁ID,“cve_id”为CVE ID,“diff_code”为字典形式的补丁diff信息,“commit_mess”为字符串形式的补丁message信息,“label”为判断该commit_id是否是修复该cve的漏洞补丁标签,1为是漏洞补丁标签,0则为不是,“cwe”字段为与该CVE相关的CWE类别信息,“desc_cve”字段为字符串形式的CVE漏洞描述。
DOI: 10.5281/zenodo.13338152
title: 漏洞定位到补丁数据集

description: 该数据集用于漏洞定位到补丁任务



任务背景:

开源软件的代码公开,这为发现和修复漏洞提供了便利,然而,这种透明性也使攻击者更容易找到并利用漏洞,因此及时发现和修复开源漏洞至关重要。由于开源社区是由全球开发者组成的,定位漏洞补丁并共享相关信息能使整个社区协作,迅速为所有用户开发补丁并增强防御能力。




核心任务描述:

开发自动化的检测和定位算法来快速检测和定位开源软件漏洞补丁,从而提高开源软件安全水平。




具体赛事任务:

针对常用开源软件,参赛团队可探索多种方式(包括但不限于自行开发自动化漏洞补丁分析定位算法、利用可公开获取的合法开源工具、或基于开源工具进行定制化开发等方式)进行漏洞补丁发现,并为每个漏洞根据其描述,提供与其相关的补丁的相关性。将漏洞补丁结果数据按照指定格式提交给组委会。




评估指标:

Recall(召回率)、F1-Score、NDCG@1、NDCG@5值




数据集信息描述:



数据集中包含“commit_id”,“cve_id”,“diff_code”,“commit_mess”,“label”,“cwe”,“desc_cve”共计7个字段。“commit_id”为补丁ID,“cve_id”为CVE ID,“diff_code”为字典形式的补丁diff信息,“commit_mess”为字符串形式的补丁message信息,“label”为判断该commit_id是否是修复该cve的漏洞补丁标签,1为是漏洞补丁标签,0则为不是,“cwe”字段为与该CVE相关的CWE类别信息,“desc_cve”字段为字符串形式的CVE漏洞描述。
DOI: 10.5281/zenodo.13322348
title: 漏洞定位到补丁数据集

description: 该数据集用于漏洞定位到补丁任务



任务背景:

开源软件的代码公开,这为发现和修复漏洞提供了便利,然而,这种透明性也使攻击者更容易找到并利用漏洞,因此及时发现和修复开源漏洞至关重要。由于开源社区是由全球开发者组成的,定位漏洞补丁并共享相关信息能使整个社区协作,迅速为所有用户开发补丁并增强防御能力。




核心任务描述:

开发自动化的检测和定位算法来快速检测和定位开源软件漏洞补丁,从而提高开源软件安全水平。




具体赛事任务:

针对常用开源软件,参赛团队可探索多种方式(包括但不限于自行开发自动化漏洞补丁分析定位算法、利用可公开获取的合法开源工具、或基于开源工具进行定制化开发等方式)进行漏洞补丁发现,并为每个漏洞根据其描述,提供与其相关的补丁的相关性。将漏洞补丁结果数据按照指定格式提交给组委会。




评估指标:

Recall(召回率)、F1-Score、NDCG@1、NDCG@5值




数据集信息描述:



数据集中包含“commit_id”,“cve_id”,“diff_code”,“commit_mess”,“label”,“cwe”,“desc_cve”共计7个字段。“commit_id”为补丁ID,“cve_id”为CVE ID,“diff_code”为字典形式的补丁diff信息,“commit_mess”为字符串形式的补丁message信息,“label”为判断该commit_id是否是修复该cve的漏洞补丁标签,1为是漏洞补丁标签,0则为不是,“cwe”字段为与该CVE相关的CWE类别信息,“desc_cve”字段为字符串形式的CVE漏洞描述。
DOI: 10.5281/zenodo.13322349
title: 漏洞定位到补丁数据集

description: 该数据集用于漏洞定位到补丁任务



任务背景:

开源软件的代码公开,这为发现和修复漏洞提供了便利,然而,这种透明性也使攻击者更容易找到并利用漏洞,因此及时发现和修复开源漏洞至关重要。由于开源社区是由全球开发者组成的,定位漏洞补丁并共享相关信息能使整个社区协作,迅速为所有用户开发补丁并增强防御能力。




核心任务描述:

开发自动化的检测和定位算法来快速检测和定位开源软件漏洞补丁,从而提高开源软件安全水平。




具体赛事任务:

针对常用开源软件,参赛团队可探索多种方式(包括但不限于自行开发自动化漏洞补丁分析定位算法、利用可公开获取的合法开源工具、或基于开源工具进行定制化开发等方式)进行漏洞补丁发现,并为每个漏洞根据其描述,提供与其相关的补丁的相关性。将漏洞补丁结果数据按照指定格式提交给组委会。




评估指标:

Recall(召回率)、F1-Score、NDCG@1、NDCG@5值




数据集信息描述:



数据集中包含“commit_id”,“cve_id”,“diff_code”,“commit_mess”,“label”,“cwe”,“desc_cve”共计7个字段。“commit_id”为补丁ID,“cve_id”为CVE ID,“diff_code”为字典形式的补丁diff信息,“commit_mess”为字符串形式的补丁message信息,“label”为判断该commit_id是否是修复该cve的漏洞补丁标签,1为是漏洞补丁标签,0则为不是,“cwe”字段为与该CVE相关的CWE类别信息,“desc_cve”字段为字符串形式的CVE漏洞描述。
DOI: 10.15468/dl.dh4g59
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Locality is one of (HANGZHOU. UNIVERSITY OF HANGZHOU, HangZhou, HangZhou Region, Zhejiang Province, Hangzhou (= Hangchow), Zhejiang Province, eastern )",
 "OccurrenceStatus is Present",
 "StateProvince is one of (ZHEJIANG PROV., ZHEJIANg, ZHejIANG, ZheJiang, ZhejiaNg, Zhejiang, Zhejiang (Chekiang), Zhejiang (Chekiang) Province, Zhejiang (浙江省), Zhejiang Prov)",
 "Year 2016-2016"
 ]
}

 The dataset includes 12 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0076704-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25345/c51g0j61f
title: MassIVE MSV000095665 - Untargeted Spatial Metabolomics and Spatial Proteomics on the Same Rat Brain Tissue Section
title: Proteomic data from rat brain. Replicate samples were analyzed via the microPOTS platform.