Merge pull request #16 from fkie-cad/issue-13-add-datasets

Minor tweaks to related work

Author: ru37z

content/related_work.md

@@ -143,12 +143,12 @@ Referenced datasets:
 
 Referenced collections:
 - CAIDA
-- [Digital Corpora Database](#digital-corpora-2023)
-- [IMPACT](#impact-2021)
-- [Malware Traffic Analysis](#malware-traffic-analysis-2024)
-- [NETRESEC](#netresec-2024)
-- [SecRepo](#secrepo---samples-of-security-related-data-2020)
-- [The Honeypot Project](#the-honeynet-project)
+- [Digital Corpora Database](#digital-corpora)
+- [IMPACT](#impact)
+- [Malware Traffic Analysis](#malware-traffic-analysis)
+- [NETRESEC](#netresec)
+- [SecRepo](#secrepo---samples-of-security-related-data)
+- [The Honeypot Project](#the-honeynet-project-challenges)
 
 ### A Survey of Network-based Intrusion Detection Data Sets (2019)
 
@@ -200,16 +200,16 @@ Referenced collections:
 - Contagiodump
 - covert.io
 - DEFCON CTF archive
-- [IMPACT](#impact-2021)
-- [Internet Traffic Archive](#the-internet-traffic-archive-2008)
+- [IMPACT](#impact)
+- [Internet Traffic Archive](#the-internet-traffic-archive)
 - Kaggle
-- [Malware Traffic Analysis](#malware-traffic-analysis-2024)
+- [Malware Traffic Analysis](#malware-traffic-analysis)
 - Mid-Atlantic CCDC
 - MAWILab
-- [NETRESEC](#netresec-2024)
+- [NETRESEC](#netresec)
 - OpenML
 - RIPE Data Repository
-- [SecRepo](#secrepo---samples-of-security-related-data-2020)
+- [SecRepo](#secrepo---samples-of-security-related-data)
 - Simple Web
 - UMass Trace Repository
 - Vast Challenges
@@ -242,7 +242,8 @@ Zheng, M., Robbins, H., Chai, Z., Thapa, P., & Moore, T. (2018). Cybersecurity r
 ```
 
 Tries to construct a taxonomy of the types of created and shared cybersecurity data(sets) by inspecting 965 related papers.
-Does not provide an actual list, rather aims to describe general observations, like the fact that only 6% of the surveyed papers created a dataset *and* made it publicly available.
+Does not provide an actual list, rather aims to describe general observations, like the fact that only 6% of the surveyed papers created a dataset
+*and* made it publicly available.
 
 ### A survey of deep learning-based network anomaly detection (2017)
 
@@ -310,25 +311,16 @@ Referenced collections:
 
 `Last updated` refers to the last time a new entry was added to the collection.
 
-### Malware Traffic Analysis
-
-```
-https://www.malware-traffic-analysis.net/
-(accessed 19.02.2024, last updated 14.02.2024)
-```
-
-Various pcaps and malware samples stemming from individual campaigns or attack instances, but without any overall categorization or even overview.
-They are available as blog posts named something like "DarkGate activity" or "GootLoader Infection", which each one listing some references and download links to any relevant files.
-
-### NETRESEC
+### Awesome Cybersecurity Datasets
 
 ```
-https://www.netresec.com/?page=PcapFiles
-(accessed 19.02.2024, last updated 04.01.2024)
+https://github.com/shramos/Awesome-Cybersecurity-Datasets
+(accessed 18.02.2024, last updated 23.01.2021)
 ```
 
-A large collection of pcap files and other repositories which are hosting pcaps themselves.
-They are categorized into CDX, Malware Traffic, Network Forensics, SCADA/ICS, CTF, Packet Injection/Man-on-the-Side, and Uncategorized.
+A "curated" personal collection of various cybersecurity-related datasets or collections, grouped into several categories such as "Network", "Software" or "Fraud".
+Each entry is described in only one or two sentences, and most datasets are not, or only partially, suitable for IDS research.
+The list is somewhat deprecated and does especially lack meaningful host-based datasets.
 
 ### Digital Corpora
 
@@ -341,17 +333,6 @@ A collection of datasets mostly designed for the use in forensics education.
 It consists of various disk images, memory dumps and pcaps, as well as a bunch of benign and malicious files.
 It does not seem to contain actual log data.
 
-### Awesome Cybersecurity Datasets
-
-```
-https://github.com/shramos/Awesome-Cybersecurity-Datasets
-(accessed 18.02.2024, last updated 23.01.2021)
-```
-
-A "curated" personal collection of various cybersecurity-related datasets or collections, grouped into several categories such as "Network", "Software" or "Fraud".
-Each entry is described in only one or two sentences, and most datasets are not, or only partially, suitable for IDS research.
-The list is somewhat deprecated and does especially lack meaningful host-based datasets.
-
 ### IMPACT
 
 ```
@@ -363,6 +344,36 @@ The "Information Marketplace for Policy and Analysis of Cyber-Risk and Trust" (I
 These are for the most part made up of network related files (pcaps and DNS logs) from a wide variety of scenarios (CTF events, IoT, corpo networks, etc.), as well as some miscellaneous things like network shapefiles.
 55 of these datasets were created by IMPACT, 15 are external (mostly CAIDA). Many datasets require prior authorization to access them.
 
+### Malware Traffic Analysis
+
+```
+https://www.malware-traffic-analysis.net/
+(accessed 19.02.2024, last updated 14.02.2024)
+```
+
+Various pcaps and malware samples stemming from individual campaigns or attack instances, but without any overall categorization or even overview.
+They are available as blog posts named something like "DarkGate activity" or "GootLoader Infection", which each one listing some references and download links to any relevant files.
+
+### NETRESEC
+
+```
+https://www.netresec.com/?page=PcapFiles
+(accessed 19.02.2024, last updated 04.01.2024)
+```
+
+A large collection of pcap files and other repositories which are hosting pcaps themselves.
+They are categorized into CDX, Malware Traffic, Network Forensics, SCADA/ICS, CTF, Packet Injection/Man-on-the-Side, and Uncategorized.
+
+### Public Security Log Sharing Site
+
+```
+https://log-sharing.dreamhosters.com/
+(accessed 18.02.2024, last updated 11.08.2010)
+```
+
+A collection which started as an effort to collect various log samples, but seems to have been discontinued after operating for about one year.
+Currently, it consists of nine entries containing Linux syslogs, firewall logs, apache logs, and web proxy logs.
+
 ### SecRepo - Samples of Security Related Data
 
 ```
@@ -384,16 +395,6 @@ https://www.honeynet.org/challenges/
 A collection of 14 forensic challenges related to pcaps, malware and log files.
 However, most resources, except for the two newest challenges, are no longer available.
 
-### Public Security Log Sharing Site
-
-```
-https://log-sharing.dreamhosters.com/
-(accessed 18.02.2024, last updated 11.08.2010)
-```
-
-A collection which started as an effort to collect various log samples, but seems to have been discontinued after operating for about one year.
-Currently, it consists of nine entries containing Linux syslogs, firewall logs, apache logs, and web proxy logs.
-
 ### The Internet Traffic Archive
 
 ```