ID
int64 1
281k
| CVE-ID
stringlengths 13
16
| CVSS-V4
float64 0
10
⌀ | CVSS-V3
float64 0
10
⌀ | CVSS-V2
float64 0
10
⌀ | SEVERITY
stringclasses 5
values | DESCRIPTION
stringlengths 21
4k
| CWE-ID
stringclasses 707
values |
|---|---|---|---|---|---|---|---|
1
|
CVE-1999-0001
| null | null | 5
|
MEDIUM
|
ip_input.c in BSD-derived TCP/IP implementations allows remote attackers to cause a denial of service (crash or hang) via crafted packets.
|
CWE-20
|
2
|
CVE-1999-0002
| null | null | 10
|
HIGH
|
Buffer overflow in NFS mountd gives root access to remote attackers, mostly in Linux systems.
|
CWE-119
|
6
|
CVE-1999-0006
| null | 9.8
| 10
|
CRITICAL
|
Buffer overflow in POP servers based on BSD/Qualcomm's qpopper allows remote attackers to gain root access using a long PASS command.
|
CWE-125
|
7
|
CVE-1999-0007
| null | null | 5
|
MEDIUM
|
Information from SSL-encrypted sessions via PKCS #1.
|
CWE-327
|
11
|
CVE-1999-0011
| null | 5.4
| 10
|
MEDIUM
|
Denial of Service vulnerabilities in BIND 4.9 and BIND 8 Releases via CNAME record and zone transfer.
|
CWE-1067
|
12
|
CVE-1999-0012
| null | 7
| 5
|
HIGH
|
Some web servers under Microsoft Windows allow remote attackers to bypass access restrictions for files with long file names.
|
CWE-290
|
13
|
CVE-1999-0013
| null | 8.4
| 7.5
|
HIGH
|
Stolen credentials from SSH clients via ssh-agent program, allowing other local users to access remote accounts belonging to the ssh-agent user.
|
CWE-522
|
21
|
CVE-1999-0022
| null | 7.8
| 7.2
|
HIGH
|
Local user gains root privileges via buffer overflow in rdist, via expstr() function.
|
CWE-125
|
26
|
CVE-1999-0027
| null | null | 7.2
|
HIGH
|
root privileges via buffer overflow in eject command on SGI IRIX systems.
|
CWE-119
|
28
|
CVE-1999-0029
| null | 8.4
| 7.2
|
HIGH
|
root privileges via buffer overflow in ordist command on SGI IRIX systems.
|
CWE-125
|
35
|
CVE-1999-0036
| null | 8.4
| 7.2
|
HIGH
|
IRIX login program with a nonzero LOCKOUT parameter allows creation or damage to files.
|
CWE-434
|
37
|
CVE-1999-0038
| null | 8.4
| 7.2
|
HIGH
|
Buffer overflow in xlock program allows local users to execute commands as root.
|
CWE-120
|
38
|
CVE-1999-0039
| null | 7.3
| 7.5
|
HIGH
|
webdist CGI program (webdist.cgi) in SGI IRIX allows remote attackers to execute arbitrary commands via shell metacharacters in the distloc parameter.
|
CWE-77
|
42
|
CVE-1999-0043
| null | 9.8
| 10
|
CRITICAL
|
Command execution via shell metachars in INN daemon (innd) 1.5 using "newgroup" and "rmgroup" control messages, and others.
|
CWE-78
|
45
|
CVE-1999-0046
| null | null | 10
|
HIGH
|
Buffer overflow of rlogin program using TERM environmental variable.
|
CWE-120
|
51
|
CVE-1999-0052
| null | 7.5
| 5
|
HIGH
|
IP fragmentation denial of service in FreeBSD allows a remote attacker to cause a crash.
|
CWE-476
|
58
|
CVE-1999-0059
| null | 7.3
| 7.1
|
HIGH
|
IRIX fam service allows an attacker to obtain a list of all files on the server.
|
CWE-200
|
66
|
CVE-1999-0067
| null | null | 10
|
HIGH
|
phf CGI program allows remote command execution through shell metacharacters.
|
CWE-78
|
68
|
CVE-1999-0069
| null | 8.4
| 7.2
|
HIGH
|
Solaris ufsrestore buffer overflow.
|
CWE-119
|
83
|
CVE-1999-0084
| null | 8.4
| 7.2
|
HIGH
|
Certain NFS servers allow users to use mknod to gain privileges by creating a writable kmem device and setting the UID to 0.
|
CWE-269
|
111
|
CVE-1999-0113
| null | null | 10
|
HIGH
|
Some implementations of rlogin allow root access if given a -froot parameter.
|
CWE-88
|
177
|
CVE-1999-0179
| null | null | 5
|
MEDIUM
|
Windows NT crashes or locks up when a Samba client executes a "cd .." command on a file share.
|
CWE-17
|
196
|
CVE-1999-0199
| null | 9.8
| 7.5
|
CRITICAL
|
manual/search.texi in the GNU C Library (aka glibc) before 2.2 lacks a statement about the unspecified tdelete return value upon deletion of a tree's root, which might allow attackers to access a dangling pointer in an application whose developer was unaware of a documentation update from 1999.
|
CWE-252
|
223
|
CVE-1999-0226
| null | null | 10
|
HIGH
|
Windows NT TCP/IP processes fragmented IP packets improperly, causing a denial of service.
|
CWE-19
|
224
|
CVE-1999-0227
| null | null | 5
|
MEDIUM
|
Access violation in LSASS.EXE (LSA/LSARPC) program in Windows NT allows a denial of service.
|
CWE-264
|
236
|
CVE-1999-0239
| null | 7.5
| 5
|
HIGH
|
Netscape FastTrack Web server lists files when a lowercase "get" command is used instead of an uppercase GET.
|
CWE-178
|
262
|
CVE-1999-0265
| null | null | 5
|
MEDIUM
|
ICMP redirect messages may crash or lock up a host.
|
CWE-20
|
280
|
CVE-1999-0284
| null | null | 7.5
|
HIGH
|
Denial of service to NT mail servers including Ipswitch, Mdaemon, and Exchange through a buffer overflow in the SMTP HELO command.
|
CWE-120
|
328
|
CVE-1999-0332
| null | null | 7.5
|
HIGH
|
Buffer overflow in NetMeeting allows denial of service and remote command execution.
|
CWE-119
|
339
|
CVE-1999-0344
| null | null | 7.2
|
HIGH
|
NT users can gain debug-level access on a system process using the Sechole exploit.
|
CWE-264
|
343
|
CVE-1999-0348
| null | null | 5
|
MEDIUM
|
IIS ASP caching problem releases sensitive information when two virtual servers share the same physical directory.
|
CWE-200
|
344
|
CVE-1999-0349
| null | null | 7.5
|
HIGH
|
A buffer overflow in the FTP list (ls) command in IIS allows remote attackers to conduct a denial of service and, in some cases, execute arbitrary commands.
|
CWE-119
|
361
|
CVE-1999-0366
| null | null | 7.5
|
HIGH
|
In some cases, Service Pack 4 for Windows NT 4.0 can allow access to network shares using a blank password, through a problem with a null NT hash value.
|
CWE-287
|
367
|
CVE-1999-0372
| null | null | 2.1
|
LOW
|
The installer for BackOffice Server includes account names and passwords in a setup file (reboot.ini) which is not deleted.
|
CWE-200
|
380
|
CVE-1999-0385
| null | null | 10
|
HIGH
|
The LDAP bind function in Exchange 5.5 has a buffer overflow that allows a remote attacker to conduct a denial of service or execute commands.
|
CWE-120
|
382
|
CVE-1999-0387
| null | null | 7.8
|
HIGH
|
A legacy credential caching mechanism used in Windows 95 and Windows 98 systems allows attackers to read plaintext network passwords.
|
CWE-255
|
421
|
CVE-1999-0426
| null | 9.8
| 10
|
CRITICAL
|
The default permissions of /dev/kmem in Linux versions before 2.0.36 allows IP spoofing.
|
CWE-276
|
423
|
CVE-1999-0428
| null | null | 7.5
|
HIGH
|
OpenSSL and SSLeay allow remote attackers to reuse SSL sessions and bypass access controls.
|
CWE-384
|
448
|
CVE-1999-0453
| null | null | 5
|
MEDIUM
|
An attacker can identify a CISCO device by sending a SYN packet to port 1999, which is for the Cisco Discovery Protocol (CDP).
|
CWE-200
|
485
|
CVE-1999-0491
| null | null | 4.6
|
MEDIUM
|
The prompt parsing in bash allows a local user to execute commands as another user by creating a directory with the name of the command to execute.
|
CWE-94
|
490
|
CVE-1999-0496
| null | null | 7.2
|
HIGH
|
A Windows NT 4.0 user can gain administrative rights by forcing NtOpenProcessToken to succeed regardless of the user's permissions, aka GetAdmin.
|
CWE-264
|
502
|
CVE-1999-0509
| null | null | 10
|
HIGH
|
Perl, sh, csh, or other shell interpreters are installed in the cgi-bin directory on a WWW site, which allows remote attackers to execute arbitrary commands.
|
CWE-94
|
517
|
CVE-1999-0524
| null | null | 2.1
|
LOW
|
ICMP information such as (1) netmask and (2) timestamp is allowed from arbitrary hosts.
|
CWE-200
|
582
|
CVE-1999-0605
| null | null | 5
|
MEDIUM
|
An incorrect configuration of the Order Form 1.0 shopping cart CGI program could disclose private information.
|
CWE-200
|
583
|
CVE-1999-0606
| null | null | 5
|
MEDIUM
|
An incorrect configuration of the EZMall 2000 shopping cart CGI program "mall2000.cgi" could disclose private information.
|
CWE-200
|
611
|
CVE-1999-0656
| null | null | 5
|
MEDIUM
|
The ugidd RPC interface, by design, allows remote attackers to enumerate valid usernames by specifying arbitrary UIDs that ugidd maps to local user and group names.
|
CWE-16
|
631
|
CVE-1999-0680
| null | null | 5
|
MEDIUM
|
Windows NT Terminal Server performs extra work when a client opens a new connection but before it is authenticated, allowing for a denial of service.
|
CWE-287
|
651
|
CVE-1999-0700
| null | null | 6.2
|
MEDIUM
|
Buffer overflow in Microsoft Phone Dialer (dialer.exe), via a malformed dialer entry in the dialer.ini file.
|
CWE-119
|
652
|
CVE-1999-0701
| null | null | 7.2
|
HIGH
|
After an unattended installation of Windows NT 4.0, an installation file could include sensitive information such as the local Administrator password.
|
CWE-16
|
653
|
CVE-1999-0702
| null | null | 10
|
HIGH
|
Internet Explorer 5.0 and 5.01 allows remote attackers to modify or execute files via the Import/Export Favorites feature, aka the "ImportExportFavorites" vulnerability.
|
CWE-94
|
671
|
CVE-1999-0721
| null | null | 7.8
|
HIGH
|
Denial of service in Windows NT Local Security Authority (LSA) through a malformed LSA request.
|
CWE-20
|
675
|
CVE-1999-0725
| null | null | 7.1
|
HIGH
|
When IIS is run with a default language of Chinese, Korean, or Japanese, it allows a remote attacker to view the source code of certain files, a.k.a. "Double Byte Code Page".
|
CWE-16
|
676
|
CVE-1999-0726
| null | null | 7.8
|
HIGH
|
An attacker can conduct a denial of service in Windows NT by executing a program with a malformed file image header.
|
CWE-20
|
678
|
CVE-1999-0728
| null | null | 7.8
|
HIGH
|
A Windows NT user can disable the keyboard or mouse by directly calling the IOCTLs which control them.
|
CWE-264
|
705
|
CVE-1999-0755
| null | null | 5
|
MEDIUM
|
Windows NT RRAS and RAS clients cache a user's password even if the user has not selected the "Save password" option.
|
CWE-255
|
716
|
CVE-1999-0766
| null | null | 9.3
|
HIGH
|
The Microsoft Java Virtual Machine allows a malicious Java applet to execute arbitrary commands outside of the sandbox environment.
|
CWE-16
|
727
|
CVE-1999-0777
| null | null | 7.5
|
HIGH
|
IIS FTP servers may allow a remote attacker to read or delete files on the server, even if they have "No Access" permissions.
|
CWE-264
|
733
|
CVE-1999-0783
| null | 5.5
| 5
|
MEDIUM
|
FreeBSD allows local users to conduct a denial of service by creating a hard link from a device special file to a file on an NFS file system.
|
CWE-59
|
744
|
CVE-1999-0794
| null | null | 4.6
|
MEDIUM
|
Microsoft Excel does not warn a user when a macro is present in a Symbolic Link (SYLK) format file.
|
CWE-59
|
752
|
CVE-1999-0802
| null | null | 7.6
|
HIGH
|
Buffer overflow in Internet Explorer 5 allows remote attackers to execute commands via a malformed Favorites icon.
|
CWE-119
|
789
|
CVE-1999-0839
| null | null | 7.2
|
HIGH
|
Windows NT Task Scheduler installed with Internet Explorer 5 allows a user to gain privileges by modifying the job after it has been scheduled.
|
CWE-264
|
808
|
CVE-1999-0858
| null | null | 5
|
MEDIUM
|
Internet Explorer 5 allows a remote attacker to modify the IE client's proxy configuration via a malicious Web Proxy Auto-Discovery (WPAD) server.
|
CWE-16
|
811
|
CVE-1999-0861
| null | null | 2.6
|
LOW
|
Race condition in the SSL ISAPI filter in IIS and other servers may leak information in plaintext.
|
CWE-362
|
817
|
CVE-1999-0867
| null | null | 5
|
MEDIUM
|
Denial of service in IIS 4.0 via a flood of HTTP requests with malformed headers.
|
CWE-20
|
824
|
CVE-1999-0874
| null | null | 10
|
HIGH
|
Buffer overflow in IIS 4.0 allows remote attackers to cause a denial of service via a malformed request for files with .HTR, .IDC, or .STM extensions.
|
CWE-119
|
825
|
CVE-1999-0875
| null | null | 7.5
|
HIGH
|
DHCP clients with ICMP Router Discovery Protocol (IRDP) enabled allow remote attackers to modify their default routes.
|
CWE-16
|
826
|
CVE-1999-0876
| null | null | 10
|
HIGH
|
Buffer overflow in Internet Explorer 4.0 via EMBED tag.
|
CWE-119
|
827
|
CVE-1999-0877
| null | null | 4.3
|
MEDIUM
|
Internet Explorer 5 allows remote attackers to read files via an ExecCommand method called on an IFRAME.
|
CWE-200
|
836
|
CVE-1999-0886
| null | null | 9
|
HIGH
|
The security descriptor for RASMAN allows users to point to an alternate location via the Windows NT Service Control Manager.
|
CWE-16
|
841
|
CVE-1999-0891
| null | null | 5
|
MEDIUM
|
The "download behavior" in Internet Explorer 5 allows remote attackers to read arbitrary files via a server-side redirect.
|
CWE-94
|
848
|
CVE-1999-0898
| null | null | 7.2
|
HIGH
|
Buffer overflows in Windows NT 4.0 print spooler allow remote attackers to gain privileges or cause a denial of service via a malformed spooler request.
|
CWE-119
|
849
|
CVE-1999-0899
| null | null | 7.2
|
HIGH
|
The Windows NT 4.0 print spooler allows a local user to execute arbitrary commands due to inappropriate permissions that allow the user to specify an alternate print provider.
|
CWE-264
|
859
|
CVE-1999-0909
| null | null | 7.5
|
HIGH
|
Multihomed Windows systems allow a remote attacker to bypass IP source routing restrictions via a malformed packet with IP options, aka the "Spoofed Route Pointer" vulnerability.
|
CWE-264
|
868
|
CVE-1999-0918
| null | null | 7.8
|
HIGH
|
Denial of service in various Windows systems via malformed, fragmented IGMP packets.
|
CWE-20
|
895
|
CVE-1999-0945
| null | null | 5
|
MEDIUM
|
Buffer overflow in Internet Mail Service (IMS) for Microsoft Exchange 5.5 and 5.0 allows remote attackers to conduct a denial of service via AUTH or AUTHINFO commands.
|
CWE-120
|
931
|
CVE-1999-0981
| null | null | 5.1
|
MEDIUM
|
Internet Explorer 5.01 and earlier allows a remote attacker to create a reference to a client window and use a server-side redirect to access local files via that window, aka "Server-side Page Reference Redirect."
|
CWE-59
|
937
|
CVE-1999-0987
| null | null | 10
|
HIGH
|
Windows NT does not properly download a system policy if the domain user logs into the domain with a space at the end of the domain name.
|
CWE-287
|
943
|
CVE-1999-0993
| null | null | 7.5
|
HIGH
|
Modifications to ACLs (Access Control Lists) in Microsoft Exchange 5.5 do not take effect until the directory store cache is refreshed.
|
CWE-665
|
944
|
CVE-1999-0994
| null | null | 5
|
MEDIUM
|
Windows NT with SYSKEY reuses the keystream that is used for encrypting SAM password hashes, allowing an attacker to crack passwords.
|
CWE-255
|
945
|
CVE-1999-0995
| null | null | 7.8
|
HIGH
|
Windows NT Local Security Authority (LSA) allows remote attackers to cause a denial of service via malformed arguments to the LsaLookupSids function which looks up the SID, aka "Malformed Security Identifier Request."
|
CWE-20
|
949
|
CVE-1999-0999
| null | null | 4.3
|
MEDIUM
|
Microsoft SQL 7.0 server allows a remote attacker to cause a denial of service via a malformed TDS packet.
|
CWE-20
|
961
|
CVE-1999-1011
| null | null | 10
|
HIGH
|
The Remote Data Service (RDS) DataFactory component of Microsoft Data Access Components (MDAC) in IIS 3.x and 4.x exposes unsafe methods, which allows remote attackers to execute arbitrary commands.
|
CWE-264
|
1,075
|
CVE-1999-1127
| null | 7.5
| 5
|
HIGH
|
Windows NT 4.0 does not properly shut down invalid named pipe RPC connections, which allows remote attackers to cause a denial of service (resource exhaustion) via a series of connections containing malformed data, aka the "Named Pipes Over RPC" vulnerability.
|
CWE-772
|
1,084
|
CVE-1999-1136
| null | null | 4.6
|
MEDIUM
|
Vulnerability in Predictive on HP-UX 11.0 and earlier, and MPE/iX 5.5 and earlier, allows attackers to compromise data transfer for Predictive messages (using e-mail or modem) between customer and Response Center Predictive systems.
|
CWE-200
|
1,100
|
CVE-1999-1152
| null | 7.5
| 5
|
HIGH
|
Compaq/Microcom 6000 Access Integrator does not disconnect a client after a certain number of failed login attempts, which allows remote attackers to guess usernames or passwords via a brute force attack.
|
CWE-307
|
1,162
|
CVE-1999-1214
| null | null | 2.1
|
LOW
|
The asynchronous I/O facility in 4.4 BSD kernel does not check user credentials when setting the recipient of I/O notification, which allows local users to cause a denial of service by using certain ioctl and fcntl calls to cause the signal to be sent to an arbitrary process ID.
|
CWE-255
|
1,185
|
CVE-1999-1237
| null | null | 10
|
HIGH
|
Multiple buffer overflows in smbvalid/smbval SMB authentication library, as used in Apache::AuthenSmb and possibly other modules, allows remote attackers to execute arbitrary commands via (1) a long username, (2) a long password, and (3) other unspecified methods.
|
CWE-120
|
1,271
|
CVE-1999-1324
| null | 9.8
| 7.5
|
CRITICAL
|
VAXstations running Open VMS 5.3 through 5.5-2 with VMS DECwindows or MOTIF do not properly disable access to user accounts that exceed the break-in limit threshold for failed login attempts, which makes it easier for attackers to conduct brute force password guessing.
|
CWE-307
|
1,330
|
CVE-1999-1383
| null | null | 4.6
|
MEDIUM
|
(1) bash before 1.14.7, and (2) tcsh 6.05 allow local users to gain privileges via directory names that contain shell metacharacters (` back-tick), which can cause the commands enclosed in the directory name to be executed when the shell expands filenames using the \w option in the PS1 variable.
|
CWE-264
|
1,333
|
CVE-1999-1386
| null | 5.5
| 2.1
|
MEDIUM
|
Perl 5.004_04 and earlier follows symbolic links when running with the -e option, which allows local users to overwrite arbitrary files via a symlink attack on the /tmp/perl-eaXXXXX file.
|
CWE-59
|
1,409
|
CVE-1999-1462
| null | null | 5
|
MEDIUM
|
Vulnerability in bb-hist.sh CGI History module in Big Brother 1.09b and 1.09c allows remote attackers to read portions of arbitrary files.
|
CWE-200
|
1,494
|
CVE-1999-1547
| null | null | 7.5
|
HIGH
|
Oracle Web Listener 2.1 allows remote attackers to bypass access restrictions by replacing a character in the URL with its HTTP-encoded (hex) equivalent.
|
CWE-20
|
1,496
|
CVE-1999-1549
| null | 7.8
| 5
|
HIGH
|
Lynx 2.x does not properly distinguish between internal and external HTML, which may allow a local attacker to read a "secure" hidden form value from a temporary file and craft a LYNXOPTIONS: URL that causes Lynx to modify the user's configuration file and execute commands.
|
CWE-346
|
1,515
|
CVE-1999-1568
| null | 7.5
| 5
|
HIGH
|
Off-by-one error in NcFTPd FTP server before 2.4.1 allows a remote attacker to cause a denial of service (crash) via a long PORT command.
|
CWE-193
|
1,535
|
CVE-1999-1588
| null | 9.8
| 10
|
CRITICAL
|
Buffer overflow in nlps_server in Sun Solaris x86 2.4, 2.5, and 2.5.1 allows remote attackers to execute arbitrary code as root via a long string beginning with "NLPS:002:002:" to the listen (aka System V listener) port, TCP port 2766.
|
CWE-119
|
1,540
|
CVE-1999-1593
| null | null | 7.6
|
HIGH
|
Windows Internet Naming Service (WINS) allows remote attackers to cause a denial of service (connectivity loss) or steal credentials via a 1Ch registration that causes WINS to change the domain controller to point to a malicious server. NOTE: this problem may be limited when Windows 95/98 clients are used, or if the primary domain controller becomes unavailable.
|
CWE-59
|
1,672
|
CVE-2000-0132
| null | null | 2.6
|
LOW
|
Microsoft Java Virtual Machine allows remote attackers to read files via the getSystemResourceAsStream function.
|
CWE-200
|
1,695
|
CVE-2000-0155
| null | null | 7.2
|
HIGH
|
Windows NT Autorun executes the autorun.inf file on non-removable media, which allows local attackers to specify an alternate program to execute when other users access a drive.
|
CWE-94
|
1,759
|
CVE-2000-0219
| null | null | 7.2
|
HIGH
|
Red Hat 6.0 allows local users to gain root access by booting single user and hitting ^C at the password prompt.
|
CWE-264
|
1,798
|
CVE-2000-0258
| null | 7.5
| 5
|
HIGH
|
IIS 4.0 and 5.0 allows remote attackers to cause a denial of service by sending many URLs with a large number of escaped characters, aka the "Myriad Escaped Characters" Vulnerability.
|
CWE-20
|
End of preview. Expand
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CVE-CWE Dataset (Cleaned)
Cleaned version of the CVE-CWE dataset with only standard CWE classifications.
Dataset Source
Original Dataset: stasvinokur/cve-and-cwe-dataset-1999-2025
This dataset contains CVE (Common Vulnerabilities and Exposures) descriptions paired with their corresponding CWE (Common Weakness Enumeration) classifications from 1999-2025.
Cleaning Process
The original dataset contained 280,694 samples. We performed the following cleaning:
1. Removed Non-Standard Classifications
- Removed: 55,550 samples (19.79%) labeled as
"NVD-CWE-Other" - Reason: "NVD-CWE-Other" is a catch-all category, not a specific weakness classification
2. Removed Missing Values
- Removed: Samples with null or empty
CWE-IDvalues - Reason: Cannot train on samples without target labels
3. Validated CWE Format
- Kept: Only samples matching pattern
CWE-XXXX(where XXXX is numeric) - Example valid:
CWE-79,CWE-119,CWE-89 - Example removed:
NVD-CWE-Other,null,""
Dataset Statistics
| Metric | Value |
|---|---|
| Total samples | 225,144 |
| Unique CWE classes | 695 |
| Removed samples | 55,550 (19.79% of original) |
| Time range | 1999-2025 |
| Language | English |
Dataset Structure
{
"DESCRIPTION": str, # CVE vulnerability description
"CWE-ID": str, # CWE classification (e.g., "CWE-79")
}
Usage
from datasets import load_dataset
# Load cleaned dataset
dataset = load_dataset("LorenzoNava/cve-cwe-dataset-cleaned")
# Example
print(dataset['train'][0])
# {
# 'DESCRIPTION': 'A buffer overflow in the web server...',
# 'CWE-ID': 'CWE-119'
# }
Top 10 Most Common CWEs
(Statistics will be updated)
- CWE-79 - Cross-site Scripting (XSS)
- CWE-119 - Buffer Errors
- CWE-200 - Information Exposure
- CWE-20 - Improper Input Validation
- CWE-89 - SQL Injection
- CWE-264 - Permissions, Privileges, and Access Controls
- CWE-399 - Resource Management Errors
- CWE-287 - Improper Authentication
- CWE-352 - Cross-Site Request Forgery (CSRF)
- CWE-22 - Path Traversal
Comparison with Original Dataset
| Aspect | Original | Cleaned |
|---|---|---|
| Samples | 280,694 | 225,144 |
| CWE classes | 696 | 695 |
| Includes "NVD-CWE-Other" | ✅ Yes | ❌ No |
| Only standard CWEs | ❌ No | ✅ Yes |
| Best for | Research, analysis | Training ML models |
Use Cases
✅ Recommended For:
- Training CWE classification models
- Building automated vulnerability assessment tools
- Researching CWE distribution patterns
- Developing security ML applications
❌ Not Recommended For:
- Analyzing "unknown" or uncategorized vulnerabilities
- Studies requiring complete historical data
- Research on NVD categorization practices
For these use cases, use the original dataset instead.
Data Quality
- ✅ All samples have valid CWE-ID
- ✅ All CWE-IDs follow standard format (CWE-XXXX)
- ✅ No duplicate removal (preserves all valid samples)
- ✅ No text preprocessing (original CVE descriptions preserved)
Citation
If you use this dataset, please cite:
@dataset{cve-cwe-cleaned-2024,
author = {Berghem - Smart Information Security},
title = {CVE-CWE Dataset (Cleaned)},
year = {2024},
publisher = {Hugging Face},
url = {https://huggingface.co/datasets/LorenzoNava/cve-cwe-dataset-cleaned},
note = {Cleaned version of stasvinokur/cve-and-cwe-dataset-1999-2025}
}
Original dataset citation:
@dataset{cve-cwe-original-2025,
author = {Vinokur, Stas},
title = {CVE and CWE Dataset 1999-2025},
year = {2025},
publisher = {Hugging Face},
url = {https://huggingface.co/datasets/stasvinokur/cve-and-cwe-dataset-1999-2025}
}
License
Same license as original dataset.
Developed By
Berghem - Smart Information Security
For questions or issues, visit the dataset repository.
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Number of rows:
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