Resources · 23
Prioritize vulnerabilities and verify remediation
Connect known exploitation, exposed assets, business impact and proof of a working fix.
· 9 min
What this guide helps achieve
- Match alerts to assets
- Rank actual urgency
- Roll out safely
- Verify and close
Quick check
- Is the affected product and version actually deployed?
- Is the asset reachable and business critical?
- Is exploitation documented?
- What protects the service before a patch?
- Does a check confirm the problem is gone from the asset?
Step-by-step method
- 01
Consolidate the inventory
Map services, products, versions, environments, exposure and owners. A component advisory alone does not prove that a vulnerable instance is deployed.
Deliverable: dated affected-asset list and uncertainties.
- 02
Qualify the finding
Compare the vendor advisory, CVE identifier, exploitation conditions and, where relevant, CISA’s catalog of known exploited vulnerabilities. Record when each source was checked.
Deliverable: finding with primary references.
- 03
Set a defensible priority
Consider known exploitation, asset reachability, required privileges, data handled, service impact and available remediation. Assign an owner and context-specific deadline.
Deliverable: reasoned priority decision.
- 04
Prepare the change
Map dependencies, change window, backup and rollback. If an update cannot be applied promptly, record the temporary control and its expiry.
Deliverable: rollout plan and limited exception.
- 05
Deploy and test
Apply the vendor fix or mitigation using the approved process. Check the resulting version, business journey and integrations that may regress.
Deliverable: deployment record and functional result.
- 06
Verify closure
Check the actual asset with a suitable method, find missed instances and revisit exceptions. Do not close a ticket because an update was merely scheduled.
Deliverable: verification evidence and updated register.
Management indicators
| Indicator | What it measures | First action |
|---|---|---|
| Coverage | Critical assets with known versions and owners | Complete the inventory |
| Delay | Time from qualification to verified fix | Remove repeated bottlenecks |
| Verification | Fixes retested on real assets | Reopen closures without evidence |
| Exceptions | Waivers with control, owner and expiry | Close expired exceptions |
Common pitfalls
- Ranking solely by a generic score without checking the asset
- Assuming a KEV listing means the product exists in your estate
- Deploying without testing service behaviour
- Leaving compensating controls without a review date
Frequently asked questions
Must the highest-scored CVE always go first?
A score describes technical severity; known exploitation, exposure and local service impact guide your operational order.
What if no patch exists?
Follow vendor mitigations, reduce exposure where possible and document an owner, review date and residual risk.
When is the work closed?
After the version or mitigation has been verified on affected instances and critical functionality has been tested.
References: data, uses and limitations
Documentation reviewed on .
| Source and purpose | Verified data or benchmark | How to use it | Limitation to retain |
|---|---|---|---|
| FIRST · CVSS Describe technical vulnerability severity using an explicit method and vector. |
CVSS 4.0 scores run from 0.0 to 10.0. Base, Threat, Environmental and Supplemental metric groups serve different purposes. | Retain the score version, vector and date. Compare it with the installed version, access paths and business consequences before ordering remediation. | A high score is not evidence of exploitation; a low score does not mean a service has no risk. |
| FIRST · EPSS Estimate exploitation probability for a published CVE. |
The model looks ahead 30 days. Its score is a probability; its percentile ranks that score relative to other CVEs. | Record the data date and distinguish probability from percentile. Add asset exposure and confirmed exploitation evidence. | The model does not predict harm to your organisation. Low probability does not cancel a critical exposure. |
| CISA · Known Exploited Vulnerabilities Identify vulnerabilities listed by CISA as known to be exploited. |
The catalogue includes CVE, product, date added and required action. Its official repository also provides the data schema. | Check applicability to your products and retain the access date. Review the requested action and vendor advisory before confirming remediation. | Absence from the catalogue does not establish safety. Administrative deadlines in it are not automatically binding on every organisation. |
CVSS, EPSS, KEV and VEX
Vulnerability prioritisation: four signals to connect to the asset
A vulnerability queue often mixes information answering different questions. CVSS describes technical severity, EPSS estimates a probability of observed exploitation, KEV records known exploitation and VEX carries a product applicability assertion. A local decision still needs the deployed version, access paths and consequences of exploitation.
These are documentary reference points. EPSS examples, situations and the VEX product are fictional; no current CVE score, real inventory or scan result is presented. This page calculates neither CVSS, organisational risk nor an automatic priority. Proposed evidence and decisions are a local editorial method.
Four independent panels: CVSS describes severity; EPSS estimates observed exploitation within thirty days; KEV records known exploitation; VEX states declared applicability. Compare them with the deployed product and its context without adding them into one score.
Four questions and four kinds of information
| Source | Useful question | What it cannot establish alone |
|---|---|---|
| CVSS 4.0 | What is the technical severity under the assessed metrics? | The score proves neither exploitation nor consequences for your service. |
| EPSS | What is the estimated probability of observing exploitation of this CVE in the next thirty days? | It does not describe compromise of your instance, its controls or business loss. |
| CISA KEV | Is the vulnerability listed as known to be exploited? | Listing does not establish that the product exists in your estate; absence does not establish safety. |
| VEX | What does an issuer assert about a vulnerability for identified products at a stated time? | An assertion alone proves neither deployment of the relevant version nor issuer trustworthiness. |
CVSS 4.0: preserve groups, vector and assessment author
A number from 0 to 10 loses meaning when its version, vector and assessed groups disappear. FIRST distinguishes CVSS-B, CVSS-BT, CVSS-BE and CVSS-BTE. Undefined Threat and Environmental metrics take default values rather than disappearing from the calculation.
| Group | Role | Reading check |
|---|---|---|
| Base | Intrinsic vulnerability characteristics. | A supplier’s CVSS-B is not your priority decision. |
| Threat | Threat characteristics that can change over time. | Date the assessment and explain exploitation information used. |
| Environmental | Characteristics specific to the consumer’s environment. | State the controls and system importance considered rather than silently changing a score. |
| Supplemental | Additional context, such as Safety or Recovery. | These metrics do not modify the final CVSS score; they may inform a separate local analysis. |
EPSS: probability, percentile and missing data
FIRST describes a probability from 0 to 1, updated daily, over a thirty-day horizon. The percentile is a relative rank among currently scored vulnerabilities. Do not add probability and percentile or turn their pair into the probability of an attack on your organisation.
| Fictional example | Provided values | Correct reading |
|---|---|---|
| A probability | Probability : 0.05 · Percentile : Unspecified | 0.05 means a 5% estimated probability of observed exploitation within the model horizon, rather than an estate compromise rate. |
| Probability and rank | Probability : 0.02 · Percentile : 0.97 | In this fictional example 0.02 means 2%, while 0.97 places the score at the 97th percentile. The rank does not turn a 2% probability into 97%. |
| No received value | Probability : Unspecified · Percentile : Unspecified | Missing data remains unknown; it is neither zero nor evidence of no exploitation. Record the failure or the date of the last available value. |
Seven useful readings of the KEV schema
The official CISA repository schema describes the catalogue and its entries. The following selection helps retain consultation context rather than enumerate every field. Match each entry to the supplier advisory and actual asset.
| Fields | Meaning | Proposed check |
|---|---|---|
| catalogVersion / dateReleased | Catalogue version and publication time. | Keep a reference to the consulted edition; distinguish publication time from your assessment time. |
| cveID / vendorProject / product | Identifier and product associated with the entry. | Match name, version, distribution and embedded components before declaring an asset affected. |
| dateAdded | Date the vulnerability entered the catalogue. | Do not present it as the first exploitation date or CVE publication date. |
| requiredAction | Requested action to address the vulnerability. | Read the complete instruction and supplier references, then document local implementation. |
| dueDate | Catalogue deadline for the requested action. | Check the context and scope of the CISA instruction before adopting it as a local deadline. |
| knownRansomwareCampaignUse | Known indicates confirmed ransomware campaign use; Unknown means CISA lacks confirmation. | Do not translate Unknown into never used or a definite false value. |
| cwes | Weakness category codes associated with the entry. | Use categories to group causes; they do not replace the CVE identifier or affected version. |
Six fictional situations: what is missing before a decision?
High severity, product not located
An advisory reports high severity; the inventory cannot locate that version in the estate.
Confirm presence and version with the owner, including embedded dependencies.
Retain applicability unknown. Absence from an incomplete inventory does not justify closure.
Known exploitation, exposed instance
The vulnerability is listed as known to be exploited and an owner confirms an affected internet-accessible instance.
Review supplier actions and arrange exposure reduction and remediation suited to the service.
Name the owner, interim control and expected verification evidence; a severity score alone supplies none of this traceability.
Low probability, essential service
The fictional EPSS probability is low, but the affected instance supports an essential service.
Assess consequences and access paths before agreeing a change window.
Do not treat a low score as insurance; that instance’s controls are not contextual inputs to EPSS.
VEX for another version
The supplier declares version 2.4.0 not affected; the asset still runs 2.3.0.
Seek an assertion applicable to the installed version and verify its provenance.
Do not extend a conclusion across versions. A VEX document deploys no update.
Temporary control becomes permanent
A temporary rule reduces access; its review date has passed.
Check that it still protects the relevant path, then decide whether to maintain it or apply the fix.
Keep the owner, limits and a new review date. A perimeter control is not automatically an OpenVEX built-in product mitigation.
Patch announced, deployment unverified
A fixed release is available, but the ticket contains only a download link.
Check the version actually deployed, remaining instances and critical functionality.
Close on implementation and verification evidence, rather than the supplier’s availability of a patch.
Eight records for a traceable remediation decision
- Product, version or build, environment and asset owner.
- Vulnerability identifier, supplier advisory and relevant exploitation conditions.
- CVSS version, vector, metric-group nomenclature and assessment author.
- EPSS date, probability and percentile in separate fields, or an explicit missing value.
- Dated KEV status, requested action and consulted catalogue edition.
- Applicable VEX assertion: issuer, product, version, time and any justification.
- Reasoned local decision, interim control, owner and review date.
- Deployment or mitigation evidence, verification result and remaining limits.
Read VEX statuses and applicability conditions →
Primary sources and scope
- FIRST · CVSS 4.0 Specification · CVSS 4.0 · document 1.2 · reviewed 2026-10-22
Overview · Assessment · Nomenclature · Supplemental Metrics - FIRST · EPSS Frequently Asked Questions · Living FAQ · reviewed 2026-10-22
What is EPSS? · Reading the score · Percentile · Score changes - CISA · KEV official data schema · Official CISA mirror · reviewed 2026-10-22
Catalog properties · vulnerability properties · required fields - OpenVEX · Specification v0.2.0 · OpenVEX v0.2.0 · reviewed 2026-10-22
Statement Data Structure · Status Labels · Status Justifications · Data Inheritance
Sources checked on
Build signatures and provenance
Verify patch origin and then its application
A fixed version needs connecting to the received package and updated instance. Provenance verification helps establish expected origin; remediation confirmation still requires checking the active version and relevant behaviour.
- Keep the accepted patch digest and signature/provenance verification results.
- Match that package to the version actually deployed on each targeted instance.
- Do not close on authenticity alone: document remediation checks, regressions and remaining limits.
Read the pre-deployment provenance reference →
Sources checked on · SLSA 1.2 · Build: Verifying artifacts · SLSA 1.2 · Build: Provenance · SLSA 1.2 · Build: Track Basics · in-toto · Statement v1 · Sigstore · Verifying Signatures
Explore the CISA KEV catalogue
KEV is CISA’s catalogue of vulnerabilities known to be exploited. This explorer contains a complete dated snapshot, not a live feed. A CVE or product-name match is a lead to compare with the exact deployed product and version; it does not prove that a visitor’s system is vulnerable or compromised.
Entry names, products, descriptions, required actions and links retain CISA’s language and values. Explanations are editorial. Entries may be added or corrected after this snapshot; consult the official source before an operational decision.
- Entries
- 1769
- Distinct vendor/project labels
- 291
- Catalogue release date
Counters describe this snapshot only. They do not measure attack counts, vulnerability prevalence or an organisation’s risk. Distinct vendorProject labels are counted exactly as published, without merging aliases or treating them as distinct companies.
Unknown means CISA lacks confirmation of use in a ransomware campaign; it does not mean no exploitation. forensicTriage Yes/No is a separate field described by the schema with a reference to BOD 26-04. An absent field stays unreported. Neither No nor Unknown demonstrates that your asset has not been compromised.
dueDate is the deadline published in the CISA entry for the stated action. It is not a universal SLA, a patch release date or evidence that a patch was installed. The forensicTriage field alone cannot determine your obligations or define an investigation plan.
Six readings that prevent a misleading priority
| Published field | Useful reading | Conclusion to avoid |
|---|---|---|
| cveID | Join sources discussing the same vulnerability. | The identifier year does not date KEV inclusion. |
| vendorProject · product | Find the vendor advisory and local inventory. | A product name does not replace affected versions and configurations. |
| dateAdded | Date the entry’s inclusion in this catalogue. | Do not call it discovery or first-exploitation date. |
| dueDate · requiredAction | Read the published action and deadline together. | Do not turn the date into a universal obligation or proof of remediation. |
| knownRansomwareCampaignUse | Preserve Known, Unknown or an absent field. | Unknown is not No and does not remove the known exploitation signal underlying KEV. |
| forensicTriage · cwes | Separate CISA’s indicator from published weakness classes. | A CWE is not a specific product or score; No is not a certificate that no incident occurred. |
Catalogue additions by year
Results : 187 / 1769 · Page 4 / 8
| CVE | Vendor or project · product | Date added / Entry due date | Use in ransomware campaigns / forensicTriage |
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| CVE-2023-37580 CWE-79 | Synacor Zimbra Collaboration Suite (ZCS) Entry and action published by CISASynacor Zimbra Collaboration Suite (ZCS) Cross-Site Scripting (XSS) VulnerabilitySynacor Zimbra Collaboration Suite (ZCS) contains a cross-site scripting vulnerability impacting the confidentiality and integrity of data.
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| CVE-2023-38606 | Apple Multiple Products Entry and action published by CISAApple Multiple Products Kernel Unspecified VulnerabilityApple iOS, iPadOS, macOS, tvOS, and watchOS contain an unspecified vulnerability allowing an app to modify a sensitive kernel state.
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| CVE-2023-35078 CWE-287 | Ivanti Endpoint Manager Mobile (EPMM) Entry and action published by CISAIvanti Endpoint Manager Mobile Authentication Bypass VulnerabilityIvanti Endpoint Manager Mobile (EPMM, previously branded MobileIron Core) contains an authentication bypass vulnerability that allows unauthenticated access to specific API paths. An attacker with access to these API paths can access personally identifiable information (PII) such as names, phone numbers, and other mobile device details for users on a vulnerable system. An attacker can also make other configuration changes including installing software and modifying security profiles on registered devices.
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| CVE-2023-29298 CWE-284 | Adobe ColdFusion Entry and action published by CISAAdobe ColdFusion Improper Access Control VulnerabilityAdobe ColdFusion contains an improper access control vulnerability that allows for a security feature bypass.
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| CVE-2023-38205 CWE-284 | Adobe ColdFusion Entry and action published by CISAAdobe ColdFusion Improper Access Control VulnerabilityAdobe ColdFusion contains an improper access control vulnerability that allows for a security feature bypass.
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| CVE-2023-3519 CWE-94 | Citrix NetScaler ADC and NetScaler Gateway Entry and action published by CISACitrix NetScaler ADC and NetScaler Gateway Code Injection VulnerabilityCitrix NetScaler ADC and NetScaler Gateway contains a code injection vulnerability that allows for unauthenticated remote code execution.
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| CVE-2023-36884 CWE-362 | Microsoft Windows Entry and action published by CISAMicrosoft Windows Search Remote Code Execution VulnerabilityMicrosoft Windows Search contains an unspecified vulnerability that could allow an attacker to evade Mark of the Web (MOTW) defenses via a specially crafted malicious file, leading to remote code execution.
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| CVE-2022-29303 CWE-78 | SolarView Compact Entry and action published by CISASolarView Compact Command Injection VulnerabilitySolarView Compact contains a command injection vulnerability due to improper validation of input values on the send test mail console of the product's web server.
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| CVE-2023-37450 | Apple Multiple Products Entry and action published by CISAApple Multiple Products WebKit Code Execution VulnerabilityApple iOS, iPadOS, macOS, and Safari WebKit contain an unspecified vulnerability that leads to code execution when processing maliciously crafted web content. This vulnerability could impact HTML parsers that use WebKit, including but not limited to Apple Safari and non-Apple products which rely on WebKit for HTML processing.
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| CVE-2022-31199 CWE-502, CWE-122 | Netwrix Auditor Entry and action published by CISANetwrix Auditor Insecure Object Deserialization VulnerabilityNetwrix Auditor User Activity Video Recording component contains an insecure objection deserialization vulnerability that allows an unauthenticated, remote attacker to execute code as the NT AUTHORITY\SYSTEM user. Successful exploitation requires that the attacker is able to reach port 9004/TCP, which is commonly blocked by standard enterprise firewalling.
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| CVE-2023-32046 | Microsoft Windows Entry and action published by CISAMicrosoft Windows MSHTML Platform Privilege Escalation VulnerabilityMicrosoft Windows MSHTML Platform contains an unspecified vulnerability that allows for privilege escalation.
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| CVE-2023-32049 | Microsoft Windows Entry and action published by CISAMicrosoft Windows Defender SmartScreen Security Feature Bypass VulnerabilityMicrosoft Windows Defender SmartScreen contains a security feature bypass vulnerability that allows an attacker to bypass the Open File - Security Warning prompt.
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| CVE-2023-35311 CWE-367 | Microsoft Outlook Entry and action published by CISAMicrosoft Outlook Security Feature Bypass VulnerabilityMicrosoft Outlook contains a security feature bypass vulnerability that allows an attacker to bypass the Microsoft Outlook Security Notice prompt.
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| CVE-2023-36874 CWE-59 | Microsoft Windows Entry and action published by CISAMicrosoft Windows Error Reporting Service Privilege Escalation VulnerabilityMicrosoft Windows Error Reporting Service contains an unspecified vulnerability that allows for privilege escalation.
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| CVE-2021-29256 CWE-416 | Arm Mali Graphics Processing Unit (GPU) Entry and action published by CISAArm Mali GPU Kernel Driver Use-After-Free VulnerabilityArm Mali GPU Kernel Driver contains a use-after-free vulnerability that may allow a non-privileged user to gain root privilege and/or disclose information.
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| CVE-2019-17621 CWE-78 | D-Link DIR-859 Router Entry and action published by CISAD-Link DIR-859 Router Command Execution VulnerabilityD-Link DIR-859 router contains a command execution vulnerability in the UPnP endpoint URL, /gena.cgi. Exploitation allows an unauthenticated remote attacker to execute system commands as root by sending a specially crafted HTTP SUBSCRIBE request to the UPnP service when connecting to the local network.
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| CVE-2019-20500 CWE-78 | D-Link DWL-2600AP Access Point Entry and action published by CISAD-Link DWL-2600AP Access Point Command Injection VulnerabilityD-Link DWL-2600AP access point contains an authenticated command injection vulnerability via the Save Configuration functionality in the Web interface, using shell metacharacters in the admin.cgi?action=config_save configBackup or downloadServerip parameter.
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| CVE-2021-25371 CWE-912 | Samsung Mobile Devices Entry and action published by CISASamsung Mobile Devices Unspecified VulnerabilitySamsung mobile devices contain an unspecified vulnerability within DSP driver that allows attackers to load ELF libraries inside DSP.
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| CVE-2021-25372 CWE-787 | Samsung Mobile Devices Entry and action published by CISASamsung Mobile Devices Improper Boundary Check VulnerabilitySamsung mobile devices contain an improper boundary check vulnerability within DSP driver that allows for out-of-bounds memory access.
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| CVE-2021-25394 CWE-416 | Samsung Mobile Devices Entry and action published by CISASamsung Mobile Devices Race Condition VulnerabilitySamsung mobile devices contain a race condition vulnerability within the MFC charger driver that leads to a use-after-free allowing for a write given a radio privilege is compromised.
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| CVE-2021-25395 CWE-362 | Samsung Mobile Devices Entry and action published by CISASamsung Mobile Devices Race Condition VulnerabilitySamsung mobile devices contain a race condition vulnerability within the MFC charger driver that leads to a use-after-free allowing for a write given a radio privilege is compromised.
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| CVE-2021-25487 CWE-125 | Samsung Mobile Devices Entry and action published by CISASamsung Mobile Devices Out-of-Bounds Read VulnerabilitySamsung mobile devices contain an out-of-bounds read vulnerability within the modem interface driver due to a lack of boundary checking of a buffer in set_skb_priv(), leading to remote code execution by dereference of an invalid function pointer.
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| CVE-2021-25489 CWE-20 | Samsung Mobile Devices Entry and action published by CISASamsung Mobile Devices Improper Input Validation VulnerabilitySamsung mobile devices contain an improper input validation vulnerability within the modem interface driver that results in a format string bug leading to kernel panic.
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| CVE-2023-20867 CWE-287 | VMware Tools Entry and action published by CISAVMware Tools Authentication Bypass VulnerabilityVMware Tools contains an authentication bypass vulnerability in the vgauth module. A fully compromised ESXi host can force VMware Tools to fail to authenticate host-to-guest operations, impacting the confidentiality and integrity of the guest virtual machine. An attacker must have root access over ESXi to exploit this vulnerability.
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| CVE-2023-27992 CWE-78 | Zyxel Multiple Network-Attached Storage (NAS) Devices Entry and action published by CISAZyxel Multiple NAS Devices Command Injection VulnerabilityMultiple Zyxel network-attached storage (NAS) devices contain a pre-authentication command injection vulnerability that could allow an unauthenticated attacker to execute commands remotely via a crafted HTTP request.
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An old identifier can enter the catalogue recently
CVE-2015-5477, associated with ISC BIND in this snapshot, has identifier year 2015 and dateAdded 8 October 2026. These dates answer different questions. The entry calls for following vendor instructions; it does not establish your BIND version, exposure or installation of a fix.
From a public signal to a documented decision
- Qualify the match
Keep the CVE, source and date, then establish product, version, embedded component and exposure. An SBOM may locate a component without proving its runtime condition.
- Read the action at its source
Open the vendor advisory and updates. Separate updating, mitigation, discontinuing a product and searching for compromise evidence; a patch does not replace these other decisions.
- Document the change
Assign an owner, prepare rollback and verify dependencies. A mitigation remains a scoped measure with an explicit validity period.
- Verify the resulting state
Retain an observed version, checked configuration and service test. Closing a task needs evidence concerning the actual asset, beyond a console status.
Source release : · Documentary review :
- CISA · KEV official snapshot · 2026.11.06
- CISA · KEV data schema · JSON Schema Draft 07 · pinned source
- CISA · Official mirror and reuse terms · Official repository · pinned source
- CISA · KEV licence · CC0 1.0 Universal
- FIRST · CVSS · CVSS 4.0
- FIRST · EPSS · Living documentation · reviewed 2026-10-22
CISA KEV data reused under CC0 1.0. Reuse implies no CISA affiliation or endorsement and grants no right to use the CISA logo or DHS seal.
Reference details · CISA KEV
How we publish this official snapshot
The copy is identified by its catalogue version, dateReleased, official mirror commit and source-file digest. CISA publication, GitHub synchronisation and our review are distinct events. Aggregates are computed from the retained entries; no visitor inventory collection or vulnerability scan takes place.
- catalogVersion
2026.11.06- dateReleased
- GitHub commit
e5b3a9b25050a8da26c96266c5bfe438ee0bdebc·- SHA-256
47e0406b2be5a40420eff66f3d90e83eb8883dae6ff4d08e1b2a942c366f6cc2
Counters describe this snapshot only. They do not measure attack counts, vulnerability prevalence or an organisation’s risk. Distinct vendorProject labels are counted exactly as published, without merging aliases or treating them as distinct companies.
Explore the catalogue and method →
Source release : · Documentary review :
- CISA · KEV official snapshot · 2026.11.06
- CISA · KEV data schema · JSON Schema Draft 07 · pinned source
- CISA · Official mirror and reuse terms · Official repository · pinned source
- CISA · KEV licence · CC0 1.0 Universal
- FIRST · CVSS · CVSS 4.0
- FIRST · EPSS · Living documentation · reviewed 2026-10-22
CISA KEV data reused under CC0 1.0. Reuse implies no CISA affiliation or endorsement and grants no right to use the CISA logo or DHS seal.
Official references
References consulted: . The method and worksheet propose checks to adapt to your context; they do not constitute certification.
- NIST SP 800-40 Rev. 4 — enterprise patch management
- CISA — Known Exploited Vulnerabilities Catalog
- FIRST · CVSS
- FIRST · EPSS
- CISA · Known Exploited Vulnerabilities
- SLSA 1.2 · Build: Verifying artifacts
- SLSA 1.2 · Build: Provenance
- SLSA 1.2 · Build: Track Basics
- in-toto · Statement v1
- Sigstore · Verifying Signatures
- CISA · KEV official snapshot
- CISA · KEV data schema
- CISA · Official mirror and reuse terms
- CISA · KEV licence
- FIRST · CVSS
- FIRST · EPSS Frequently Asked Questions
- CISA · KEV official data schema
- OpenVEX · Specification v0.2.0
