Datasets:

yahoo-inc
/

cve-impacts

CVE stringlengths 13 16	Description stringlengths 20 3.95k	KeyPhrases stringlengths 2 343
CVE-1999-0001	ip_input.c in BSD-derived TCP/IP implementations allows remote attackers to cause a denial of service (crash or hang) via crafted packets.	['denial of service (crash or hang)', 'cause a denial of service (crash or']
CVE-1999-0002	Buffer overflow in NFS mountd gives root access to remote attackers, mostly in Linux systems.	['buffer overflow', 'root access']
CVE-1999-0003	Execute commands as root via buffer overflow in Tooltalk database server (rpc.ttdbserverd).	['buffer overflow', 'execute commands']
CVE-1999-0004	MIME buffer overflow in email clients, e.g. Solaris mailtool and Outlook.	['mime buffer overflow']
CVE-1999-0005	Arbitrary command execution via IMAP buffer overflow in authenticate command.	['imap buffer overflow', 'arbitrary commands', 'arbitrary command execution']
CVE-1999-0006	Buffer overflow in POP servers based on BSD/Qualcomm's qpopper allows remote attackers to gain root access using a long PASS command.	['gain root access', 'gain root access using a long PASS command', 'buffer overflow']
CVE-1999-0007	Information from SSL-encrypted sessions via PKCS #1.	[]
CVE-1999-0008	Buffer overflow in NIS+, in Sun's rpc.nisd program.	['buffer overflow']
CVE-1999-0009	Inverse query buffer overflow in BIND 4.9 and BIND 8 Releases.	['inverse query buffer overflow']
CVE-1999-0010	Denial of Service vulnerability in BIND 8 Releases via maliciously formatted DNS messages.	['denial of service']
CVE-1999-0011	Denial of Service vulnerabilities in BIND 4.9 and BIND 8 Releases via CNAME record and zone transfer.	['denial of service']
CVE-1999-0012	Some web servers under Microsoft Windows allow remote attackers to bypass access restrictions for files with long file names.	['bypass access restrictions', 'bypass access restrictions for files with long file']
CVE-1999-0013	Stolen credentials from SSH clients via ssh-agent program, allowing other local users to access remote accounts belonging to the ssh-agent user.	['access remote accounts belonging to the ssh-', 'stolen credentials']
CVE-1999-0014	Unauthorized privileged access or denial of service via dtappgather program in CDE.	['unauthorized privileged access', 'denial of service']
CVE-1999-0015	Teardrop IP denial of service.	['teardrop', 'denial of service']
CVE-1999-0016	Land IP denial of service.	['ip denial of service']
CVE-1999-0017	FTP servers can allow an attacker to connect to arbitrary ports on machines other than the FTP client, aka FTP bounce.	['connect to arbitrary ports on machines other than', 'ftp bounce']
CVE-1999-0018	Buffer overflow in statd allows root privileges.	['root privileges', 'buffer overflow']
CVE-1999-0019	Delete or create a file via rpc.statd, due to invalid information.	['invalid information']
CVE-1999-0021	Arbitrary command execution via buffer overflow in Count.cgi (wwwcount) cgi-bin program.	['arbitrary command execution', 'buffer overflow', 'arbitrary commands']
CVE-1999-0022	Local user gains root privileges via buffer overflow in rdist, via expstr() function.	['root privileges', 'buffer overflow', 'gain root privilege']
CVE-1999-0023	Local user gains root privileges via buffer overflow in rdist, via lookup() function.	['buffer overflow', 'gain root privilege']
CVE-1999-0024	DNS cache poisoning via BIND, by predictable query IDs.	['dns cache poisoning', 'predictable query ids']
CVE-1999-0025	root privileges via buffer overflow in df command on SGI IRIX systems.	['buffer overflow', 'root privilege']
CVE-1999-0026	root privileges via buffer overflow in pset command on SGI IRIX systems.	['buffer overflow', 'root privilege']
CVE-1999-0027	root privileges via buffer overflow in eject command on SGI IRIX systems.	['buffer overflow', 'root privilege']
CVE-1999-0028	root privileges via buffer overflow in login/scheme command on SGI IRIX systems.	['buffer overflow', 'root privilege']
CVE-1999-0029	root privileges via buffer overflow in ordist command on SGI IRIX systems.	['buffer overflow', 'root privilege']
CVE-1999-0030	root privileges via buffer overflow in xlock command on SGI IRIX systems.	['buffer overflow', 'root privilege']
CVE-1999-0031	JavaScript in Internet Explorer 3.x and 4.x, and Netscape 2.x, 3.x and 4.x, allows remote attackers to monitor a user's web activities, aka the Bell Labs vulnerability.	["monitor a user's web activities", 'bell labs']
CVE-1999-0032	Buffer overflow in lpr, as used in BSD-based systems including Linux, allows local users to execute arbitrary code as root via a long -C (classification) command line option.	['execute arbitrary code', 'execute arbitrary code as root via a long', 'buffer overflow']
CVE-1999-0033	Command execution in Sun systems via buffer overflow in the at program.	['buffer overflow', 'command execution']
CVE-1999-0034	Buffer overflow in suidperl (sperl), Perl 4.x and 5.x.	['buffer overflow']
CVE-1999-0035	Race condition in signal handling routine in ftpd, allowing read/write arbitrary files.	['write arbitrary files', 'read/write arbitrary files', 'race condition']
CVE-1999-0036	IRIX login program with a nonzero LOCKOUT parameter allows creation or damage to files.	['files', 'nonzero lockout parameter', 'damage to files']
CVE-1999-0037	Arbitrary command execution via metamail package using message headers, when user processes attacker's message using metamail.	['arbitrary command execution', 'arbitrary commands']
CVE-1999-0038	Buffer overflow in xlock program allows local users to execute commands as root.	['execute commands as root', 'buffer overflow']
CVE-1999-0039	webdist CGI program (webdist.cgi) in SGI IRIX allows remote attackers to execute arbitrary commands via shell metacharacters in the distloc parameter.	['execute arbitrary commands', 'execute arbitrary commands via shell metacharacters in the']
CVE-1999-0040	Buffer overflow in Xt library of X Windowing System allows local users to execute commands with root privileges.	['execute commands with root privileges', 'buffer overflow']
CVE-1999-0041	Buffer overflow in NLS (Natural Language Service).	['buffer overflow']
CVE-1999-0042	Buffer overflow in University of Washington's implementation of IMAP and POP servers.	['buffer overflow']
CVE-1999-0043	Command execution via shell metachars in INN daemon (innd) 1.5 using "newgroup" and "rmgroup" control messages, and others.	['command execution', 'shell metachars']
CVE-1999-0044	fsdump command in IRIX allows local users to obtain root access by modifying sensitive files.	['obtain root access', 'obtain root access by modifying sensitive files']
CVE-1999-0045	List of arbitrary files on Web host via nph-test-cgi script.	['arbitrary files']
CVE-1999-0046	Buffer overflow of rlogin program using TERM environmental variable.	['buffer overflow']
CVE-1999-0047	MIME conversion buffer overflow in sendmail versions 8.8.3 and 8.8.4.	['mime conversion buffer overflow']
CVE-1999-0048	Talkd, when given corrupt DNS information, can be used to execute arbitrary commands with root privileges.	['execute arbitrary commands', 'corrupt dns information', 'root privilege']
CVE-1999-0049	Csetup under IRIX allows arbitrary file creation or overwriting.	['allows arbitrary file creation or overwriting']
CVE-1999-0050	Buffer overflow in HP-UX newgrp program.	['buffer overflow']
CVE-1999-0051	Arbitrary file creation and program execution using FLEXlm LicenseManager, from versions 4.0 to 5.0, in IRIX.	['arbitrary file creation', 'program execution']
CVE-1999-0052	IP fragmentation denial of service in FreeBSD allows a remote attacker to cause a crash.	['cause a crash', 'ip fragmentation denial of service']
CVE-1999-0053	TCP RST denial of service in FreeBSD.	['tcp rst', 'denial of service']
CVE-1999-0054	Sun's ftpd daemon can be subjected to a denial of service.	['denial of service']
CVE-1999-0055	Buffer overflows in Sun libnsl allow root access.	['root access', 'buffer overflows']
CVE-1999-0056	Buffer overflow in Sun's ping program can give root access to local users.	['buffer overflow', 'root access']
CVE-1999-0057	Vacation program allows command execution by remote users through a sendmail command.	['command execution by remote users through a sendmail']
CVE-1999-0058	Buffer overflow in PHP cgi program, php.cgi allows shell access.	['shell access', 'buffer overflow']
CVE-1999-0059	IRIX fam service allows an attacker to obtain a list of all files on the server.	['obtain a list of all files on the server', 'irix fam service']
CVE-1999-0060	Attackers can cause a denial of service in Ascend MAX and Pipeline routers with a malformed packet to the discard port, which is used by the Java Configurator tool.	['denial of service', 'malformed packet', 'discard port']
CVE-1999-0061	File creation and deletion, and remote execution, in the BSD line printer daemon (lpd).	['file creation and deletion', 'remote execution']
CVE-1999-0062	The chpass command in OpenBSD allows a local user to gain root access through file descriptor leakage.	['gain root access', 'gain root access through file descriptor leakage']
CVE-1999-0063	Cisco IOS 12.0 and other versions can be crashed by malicious UDP packets to the syslog port.	['crashed', 'syslog port']
CVE-1999-0064	Buffer overflow in AIX lquerylv program gives root access to local users.	['buffer overflow', 'root access']
CVE-1999-0065	Multiple buffer overflows in how dtmail handles attachments allows a remote attacker to execute commands.	['execute commands', 'buffer overflows']
CVE-1999-0066	AnyForm CGI remote execution.	['anyform cgi remote execution']
CVE-1999-0067	phf CGI program allows remote command execution through shell metacharacters.	['remote command execution through shell metacharacters']
CVE-1999-0068	CGI PHP mylog script allows an attacker to read any file on the target server.	['read any file on the target server', 'cgi php mylog script']
CVE-1999-0069	Solaris ufsrestore buffer overflow.	['buffer overflow']
CVE-1999-0070	test-cgi program allows an attacker to list files on the server.	['list files on the server']
CVE-1999-0071	Apache httpd cookie buffer overflow for versions 1.1.1 and earlier.	['cookie buffer overflow']
CVE-1999-0072	Buffer overflow in AIX xdat gives root access to local users.	['buffer overflow', 'root access']
CVE-1999-0073	Telnet allows a remote client to specify environment variables including LD_LIBRARY_PATH, allowing an attacker to bypass the normal system libraries and gain root access.	['bypass the normal system libraries and gain root access', 'specify environment variables including LD_LIBRARY_PATH']
CVE-1999-0074	Listening TCP ports are sequentially allocated, allowing spoofing attacks.	['spoofing attacks']
CVE-1999-0075	PASV core dump in wu-ftpd daemon when attacker uses a QUOTE PASV command after specifying a username and password.	['pasv core dump']
CVE-1999-0076	Buffer overflow in wu-ftp from PASV command causes a core dump.	['buffer overflow', 'core dump']
CVE-1999-0077	Predictable TCP sequence numbers allow spoofing.	['spoofing', 'predictable tcp sequence numbers']
CVE-1999-0078	pcnfsd (aka rpc.pcnfsd) allows local users to change file permissions, or execute arbitrary commands through arguments in the RPC call.	['execute arbitrary commands', 'change file permissions']
CVE-1999-0079	Remote attackers can cause a denial of service in FTP by issuing multiple PASV commands, causing the server to run out of available ports.	['denial of service', 'pasv commands']
CVE-1999-0080	Certain configurations of wu-ftp FTP server 2.4 use a _PATH_EXECPATH setting to a directory with dangerous commands, such as /bin, which allows remote authenticated users to gain root access via the "site exec" command.	['gain root access', 'gain root access via the "site exec', 'dangerous commands']
CVE-1999-0081	wu-ftp allows files to be overwritten via the rnfr command.	['be overwritten via the rnfr command', 'wu-ftp']
CVE-1999-0082	CWD ~root command in ftpd allows root access.	['root access']
CVE-1999-0083	getcwd() file descriptor leak in FTP.	['file descriptor leak']
CVE-1999-0084	Certain NFS servers allow users to use mknod to gain privileges by creating a writable kmem device and setting the UID to 0.	['gain privileges', 'use mknod to gain privileges by creating a', 'writable kmem device']
CVE-1999-0085	Buffer overflow in rwhod on AIX and other operating systems allows remote attackers to execute arbitrary code via a UDP packet with a long hostname.	['execute arbitrary code', 'execute arbitrary code via a UDP packet with', 'buffer overflow']
CVE-1999-0086	AIX routed allows remote users to modify sensitive files.	['modify sensitive files']
CVE-1999-0087	Denial of service in AIX telnet can freeze a system and prevent users from accessing the server.	['denial of service', 'freeze a system']
CVE-1999-0088	IRIX and AIX automountd services (autofsd) allow remote users to execute root commands.	['execute root commands']
CVE-1999-0089	Buffer overflow in AIX libDtSvc library can allow local users to gain root access.	['gain root access', 'buffer overflow']
CVE-1999-0090	Buffer overflow in AIX rcp command allows local users to obtain root access.	['obtain root access', 'buffer overflow']
CVE-1999-0091	Buffer overflow in AIX writesrv command allows local users to obtain root access.	['obtain root access', 'buffer overflow']
CVE-1999-0092	Various vulnerabilities in the AIX portmir command allows local users to obtain root access.	['obtain root access']
CVE-1999-0093	AIX nslookup command allows local users to obtain root access by not dropping privileges correctly.	['obtain root access', 'obtain root access by not dropping privileges correctly']
CVE-1999-0094	AIX piodmgrsu command allows local users to gain additional group privileges.	['gain additional group privileges']
CVE-1999-0095	The debug command in Sendmail is enabled, allowing attackers to execute commands as root.	['execute commands as root', 'debug command']
CVE-1999-0096	Sendmail decode alias can be used to overwrite sensitive files.	['sendmail decode alias', 'overwrite sensitive files']
CVE-1999-0097	The AIX FTP client can be forced to execute commands from a malicious server through shell metacharacters (e.g. a pipe character).	['shell metacharacters', 'execute commands']
CVE-1999-0098	Buffer overflow in SMTP HELO command in Sendmail allows a remote attacker to hide activities.	['hide activities', 'buffer overflow']
CVE-1999-0099	Buffer overflow in syslog utility allows local or remote attackers to gain root privileges.	['gain root privileges', 'buffer overflow']
CVE-1999-0100	Remote access in AIX innd 1.5.1, using control messages.	['remote access']
CVE-1999-0101	Buffer overflow in AIX and Solaris "gethostbyname" library call allows root access through corrupt DNS host names.	['root access through corrupt DNS host names', 'buffer overflow']

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CVE_KeyPhrases

CVE_KeyPhrases is a dataset of published CVEs with the Key Risk Phrases (for Impact, Weakness, Attack) extracted.

It is released under license": "cc-by-sa-4.0"
Please see the BSides Dublin 2024 presentation video and deck.

The dataset includes:

~230K published CVEs (excluding those marked Rejected) i.e. all CVEs up to April 3 2024 NVD Published date.
The CVE ID, Description text, and Key Risk Phrases

As of April 2024, CVE_KeyPhrases stands as the largest dataset of CVEs with extracted Key Risk Phrases with high Precision (how many retrieved items are relevant?) and Recall (how many relevant items are retrieved?).

It's an initial release and will be improved and enriched over time.

The dataset Key Risk Phrases can be used

directly and included with CVEs e.g. https://github.com/CVEProject/cve-schema/blob/30f59c7de92fbc77bddade302601cb500c66f718/schema/docs/cnaContainer-advanced-example.json#L20

 "impacts": [
   {
     "capecId": "CAPEC-233",
     "descriptions": [
       {
         "lang": "en",
         "value": "CAPEC-233 Privilege Escalation"
       }
     ]
   }
 ],

used to train an ML model for NER or Classification.

Dataset Details

Version

0.1 Initial Release

Schema

The dataset includes 3 fields shown below:

CVE: string: The original CVE ID
Description: string: The original CVE Description with minor cleaning ( non-ascii characters and newlines removed ).
KeyPhrases: list of substrings: extracted from Description representing Impact, Vulnerability, Attack.

Example

"CVE","Description","KeyPhrases"
"CVE-1999-0001","ip_input.c in BSD-derived TCP/IP implementations allows remote attackers to cause a denial of service (crash or hang) via crafted packets.","['denial of service (crash or hang)']"
"CVE-1999-0002","Buffer overflow in NFS mountd gives root access to remote attackers, mostly in Linux systems.","['buffer overflow', 'root access']"
"CVE-1999-0003","Execute commands as root via buffer overflow in Tooltalk database server (rpc.ttdbserverd).","['buffer overflow', 'execute commands']"

Distribution

The Top 100 KeyPhrases (by total count of instances across all CVEs)

Many of these KeyPhrases are different ways of expressing the same thing e.g. "cross-site scripting (xss)", "cross site scripting (xss)", "xss",...

Citation

@software{,
  author = {Chris Madden,
  title = {{CVE_KeyPhrases}: A dataset of published CVE IDs and Descriptions with the Key Risk Phrases},
  month = {April},
  year = {2024},
  url = {https://huggingface.co/yahoo-inc/datasets/CVE_KeyPhrases}
}

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Size of downloaded dataset files:

30.7 MB

Size of the auto-converted Parquet files:

30.7 MB

Number of rows:

229,549