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Vulnerability details: VCID-2ua7-cys1-p7bm
Vulnerability ID VCID-2ua7-cys1-p7bm
Aliases CVE-2024-9148
GHSA-m5p9-xvxj-64c8
Summary Flowise < 2.1.1 suffers from a Stored Cross-Site vulnerability due to a lack of input sanitization in Flowise Chat Embed < 2.0.0.
Status Published
Exploitability 0.5
Weighted Severity 8.6
Risk 4.3
Affected and Fixed Packages Package Details
Weaknesses (3)
CWE-79 Improper Neutralization of Input During Web Page Generation ('Cross-site Scripting')
CWE-937 OWASP Top Ten 2013 Category A9 - Using Components with Known Vulnerabilities
CWE-1035 OWASP Top Ten 2017 Category A9 - Using Components with Known Vulnerabilities
System Score Found at
epss 0.01926 https://api.first.org/data/v1/epss?cve=CVE-2024-9148
epss 0.01926 https://api.first.org/data/v1/epss?cve=CVE-2024-9148
epss 0.01926 https://api.first.org/data/v1/epss?cve=CVE-2024-9148
cvssv3.1_qr MODERATE https://github.com/advisories/GHSA-m5p9-xvxj-64c8
cvssv3.1 9.6 https://github.com/FlowiseAI/FlowiseChatEmbed
cvssv4 5.8 https://github.com/FlowiseAI/FlowiseChatEmbed
generic_textual MODERATE https://github.com/FlowiseAI/FlowiseChatEmbed
cvssv3.1 9.6 https://github.com/FlowiseAI/FlowiseChatEmbed/commit/6a9645df41371cb69f251038d501ec87b1304c84
cvssv4 5.8 https://github.com/FlowiseAI/FlowiseChatEmbed/commit/6a9645df41371cb69f251038d501ec87b1304c84
generic_textual MODERATE https://github.com/FlowiseAI/FlowiseChatEmbed/commit/6a9645df41371cb69f251038d501ec87b1304c84
cvssv3.1 9.6 https://github.com/FlowiseAI/FlowiseChatEmbed/releases/tag/flowise-embed%402.0.0
cvssv4 5.8 https://github.com/FlowiseAI/FlowiseChatEmbed/releases/tag/flowise-embed%402.0.0
generic_textual MODERATE https://github.com/FlowiseAI/FlowiseChatEmbed/releases/tag/flowise-embed%402.0.0
cvssv3.1 9.6 https://github.com/FlowiseAI/Flowise/commit/8375ebb4ec1ebb2b1295561cc0f63486a29f3fde
cvssv4 5.8 https://github.com/FlowiseAI/Flowise/commit/8375ebb4ec1ebb2b1295561cc0f63486a29f3fde
generic_textual MODERATE https://github.com/FlowiseAI/Flowise/commit/8375ebb4ec1ebb2b1295561cc0f63486a29f3fde
cvssv3.1 9.6 https://github.com/FlowiseAI/Flowise/releases/tag/flowise%402.1.1
cvssv4 5.8 https://github.com/FlowiseAI/Flowise/releases/tag/flowise%402.1.1
generic_textual MODERATE https://github.com/FlowiseAI/Flowise/releases/tag/flowise%402.1.1
cvssv3.1 9.6 https://nvd.nist.gov/vuln/detail/CVE-2024-9148
cvssv4 5.8 https://nvd.nist.gov/vuln/detail/CVE-2024-9148
generic_textual MODERATE https://nvd.nist.gov/vuln/detail/CVE-2024-9148
cvssv3.1 9.6 https://www.tenable.com/security/research/tra-2024-40
cvssv4 5.8 https://www.tenable.com/security/research/tra-2024-40
generic_textual MODERATE https://www.tenable.com/security/research/tra-2024-40
ssvc Track* https://www.tenable.com/security/research/tra-2024-40
Reference id Reference type URL
https://api.first.org/data/v1/epss?cve=CVE-2024-9148
https://github.com/FlowiseAI/FlowiseChatEmbed
https://github.com/FlowiseAI/FlowiseChatEmbed/commit/6a9645df41371cb69f251038d501ec87b1304c84
https://github.com/FlowiseAI/FlowiseChatEmbed/releases/tag/flowise-embed%402.0.0
https://github.com/FlowiseAI/Flowise/commit/8375ebb4ec1ebb2b1295561cc0f63486a29f3fde
https://github.com/FlowiseAI/Flowise/releases/tag/flowise%402.1.1
CVE-2024-9148 https://nvd.nist.gov/vuln/detail/CVE-2024-9148
GHSA-m5p9-xvxj-64c8 https://github.com/advisories/GHSA-m5p9-xvxj-64c8
tra-2024-40 https://www.tenable.com/security/research/tra-2024-40
No exploits are available.
Vector: CVSS:3.1/AV:N/AC:L/PR:N/UI:R/S:C/C:H/I:H/A:H Found at https://github.com/FlowiseAI/FlowiseChatEmbed
Attack Vector (AV) Attack Complexity (AC) Privileges Required (PR) User Interaction (UI) Scope (S) Confidentiality Impact (C) Integrity Impact (I) Availability Impact (A)

network

adjacent_network

local

physical

low

high

none

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required

unchanged

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Vector: CVSS:4.0/AV:N/AC:L/AT:N/PR:N/UI:P/VC:N/VI:N/VA:N/SC:H/SI:H/SA:H/E:P Found at https://github.com/FlowiseAI/FlowiseChatEmbed
Attack Vector (AV) Attack Complexity (AC) Attack Requirements (AT) Privileges Required (PR) User Interaction (UI) Vulnerable System Impact Confidentiality (VC) Vulnerable System Impact Integrity (VI) Vulnerable System Impact Availability (VA) Subsequent System Impact Confidentiality (SC) Subsequent System Impact Integrity (SI) Subsequent System Impact Availability (SA)

network

adjacent

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physical

low

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passive

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Vector: CVSS:3.1/AV:N/AC:L/PR:N/UI:R/S:C/C:H/I:H/A:H Found at https://github.com/FlowiseAI/FlowiseChatEmbed/commit/6a9645df41371cb69f251038d501ec87b1304c84
Attack Vector (AV) Attack Complexity (AC) Privileges Required (PR) User Interaction (UI) Scope (S) Confidentiality Impact (C) Integrity Impact (I) Availability Impact (A)

network

adjacent_network

local

physical

low

high

none

low

high

none

required

unchanged

changed

high

low

none

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Vector: CVSS:4.0/AV:N/AC:L/AT:N/PR:N/UI:P/VC:N/VI:N/VA:N/SC:H/SI:H/SA:H/E:P Found at https://github.com/FlowiseAI/FlowiseChatEmbed/commit/6a9645df41371cb69f251038d501ec87b1304c84
Attack Vector (AV) Attack Complexity (AC) Attack Requirements (AT) Privileges Required (PR) User Interaction (UI) Vulnerable System Impact Confidentiality (VC) Vulnerable System Impact Integrity (VI) Vulnerable System Impact Availability (VA) Subsequent System Impact Confidentiality (SC) Subsequent System Impact Integrity (SI) Subsequent System Impact Availability (SA)

network

adjacent

local

physical

low

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present

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passive

active

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Vector: CVSS:3.1/AV:N/AC:L/PR:N/UI:R/S:C/C:H/I:H/A:H Found at https://github.com/FlowiseAI/FlowiseChatEmbed/releases/tag/flowise-embed%402.0.0
Attack Vector (AV) Attack Complexity (AC) Privileges Required (PR) User Interaction (UI) Scope (S) Confidentiality Impact (C) Integrity Impact (I) Availability Impact (A)

network

adjacent_network

local

physical

low

high

none

low

high

none

required

unchanged

changed

high

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none

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low

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Vector: CVSS:4.0/AV:N/AC:L/AT:N/PR:N/UI:P/VC:N/VI:N/VA:N/SC:H/SI:H/SA:H/E:P Found at https://github.com/FlowiseAI/FlowiseChatEmbed/releases/tag/flowise-embed%402.0.0
Attack Vector (AV) Attack Complexity (AC) Attack Requirements (AT) Privileges Required (PR) User Interaction (UI) Vulnerable System Impact Confidentiality (VC) Vulnerable System Impact Integrity (VI) Vulnerable System Impact Availability (VA) Subsequent System Impact Confidentiality (SC) Subsequent System Impact Integrity (SI) Subsequent System Impact Availability (SA)

network

adjacent

local

physical

low

high

none

present

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passive

active

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Vector: CVSS:3.1/AV:N/AC:L/PR:N/UI:R/S:C/C:H/I:H/A:H Found at https://github.com/FlowiseAI/Flowise/commit/8375ebb4ec1ebb2b1295561cc0f63486a29f3fde
Attack Vector (AV) Attack Complexity (AC) Privileges Required (PR) User Interaction (UI) Scope (S) Confidentiality Impact (C) Integrity Impact (I) Availability Impact (A)

network

adjacent_network

local

physical

low

high

none

low

high

none

required

unchanged

changed

high

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Vector: CVSS:4.0/AV:N/AC:L/AT:N/PR:N/UI:P/VC:N/VI:N/VA:N/SC:H/SI:H/SA:H/E:P Found at https://github.com/FlowiseAI/Flowise/commit/8375ebb4ec1ebb2b1295561cc0f63486a29f3fde
Attack Vector (AV) Attack Complexity (AC) Attack Requirements (AT) Privileges Required (PR) User Interaction (UI) Vulnerable System Impact Confidentiality (VC) Vulnerable System Impact Integrity (VI) Vulnerable System Impact Availability (VA) Subsequent System Impact Confidentiality (SC) Subsequent System Impact Integrity (SI) Subsequent System Impact Availability (SA)

network

adjacent

local

physical

low

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none

present

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passive

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Vector: CVSS:3.1/AV:N/AC:L/PR:N/UI:R/S:C/C:H/I:H/A:H Found at https://github.com/FlowiseAI/Flowise/releases/tag/flowise%402.1.1
Attack Vector (AV) Attack Complexity (AC) Privileges Required (PR) User Interaction (UI) Scope (S) Confidentiality Impact (C) Integrity Impact (I) Availability Impact (A)

network

adjacent_network

local

physical

low

high

none

low

high

none

required

unchanged

changed

high

low

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Vector: CVSS:4.0/AV:N/AC:L/AT:N/PR:N/UI:P/VC:N/VI:N/VA:N/SC:H/SI:H/SA:H/E:P Found at https://github.com/FlowiseAI/Flowise/releases/tag/flowise%402.1.1
Attack Vector (AV) Attack Complexity (AC) Attack Requirements (AT) Privileges Required (PR) User Interaction (UI) Vulnerable System Impact Confidentiality (VC) Vulnerable System Impact Integrity (VI) Vulnerable System Impact Availability (VA) Subsequent System Impact Confidentiality (SC) Subsequent System Impact Integrity (SI) Subsequent System Impact Availability (SA)

network

adjacent

local

physical

low

high

none

present

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passive

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Vector: CVSS:3.1/AV:N/AC:L/PR:N/UI:R/S:C/C:H/I:H/A:H Found at https://nvd.nist.gov/vuln/detail/CVE-2024-9148
Attack Vector (AV) Attack Complexity (AC) Privileges Required (PR) User Interaction (UI) Scope (S) Confidentiality Impact (C) Integrity Impact (I) Availability Impact (A)

network

adjacent_network

local

physical

low

high

none

low

high

none

required

unchanged

changed

high

low

none

high

low

none

high

low

none
Vector: CVSS:4.0/AV:N/AC:L/AT:N/PR:N/UI:P/VC:N/VI:N/VA:N/SC:H/SI:H/SA:H/E:P Found at https://nvd.nist.gov/vuln/detail/CVE-2024-9148
Attack Vector (AV) Attack Complexity (AC) Attack Requirements (AT) Privileges Required (PR) User Interaction (UI) Vulnerable System Impact Confidentiality (VC) Vulnerable System Impact Integrity (VI) Vulnerable System Impact Availability (VA) Subsequent System Impact Confidentiality (SC) Subsequent System Impact Integrity (SI) Subsequent System Impact Availability (SA)

network

adjacent

local

physical

low

high

none

present

none

low

high

none

passive

active

high

low

none

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low

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Vector: CVSS:3.1/AV:N/AC:L/PR:N/UI:R/S:C/C:H/I:H/A:H Found at https://www.tenable.com/security/research/tra-2024-40
Attack Vector (AV) Attack Complexity (AC) Privileges Required (PR) User Interaction (UI) Scope (S) Confidentiality Impact (C) Integrity Impact (I) Availability Impact (A)

network

adjacent_network

local

physical

low

high

none

low

high

none

required

unchanged

changed

high

low

none

high

low

none

high

low

none
Vector: CVSS:4.0/AV:N/AC:L/AT:N/PR:N/UI:P/VC:N/VI:N/VA:N/SC:H/SI:H/SA:H/E:P Found at https://www.tenable.com/security/research/tra-2024-40
Attack Vector (AV) Attack Complexity (AC) Attack Requirements (AT) Privileges Required (PR) User Interaction (UI) Vulnerable System Impact Confidentiality (VC) Vulnerable System Impact Integrity (VI) Vulnerable System Impact Availability (VA) Subsequent System Impact Confidentiality (SC) Subsequent System Impact Integrity (SI) Subsequent System Impact Availability (SA)

network

adjacent

local

physical

low

high

none

present

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none

passive

active

high

low

none

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Vector: SSVCv2/E:P/A:N/T:T/P:M/B:A/M:M/D:R/2024-09-24T13:45:56Z/ Found at https://www.tenable.com/security/research/tra-2024-40
Exploit Prediction Scoring System (EPSS)
Percentile 0.83761
EPSS Score 0.01926
Published At June 11, 2026, 12:55 p.m.
Date Actor Action Source VulnerableCode Version
2026-06-10T18:40:01.651009+00:00 Vulnrichment Import https://github.com/cisagov/vulnrichment/blob/develop/2024/9xxx/CVE-2024-9148.json 38.6.0