Attack ChainAIDerived
Hypothetical attack flow derived from CVE metadata – not a confirmed exploit chain
-
AccessAuthenticate to harness workflow API
-
DeliverySubmit crafted agent workflow request
-
ExploitBypass enforced behavioral workflow in worker thread
-
ExecutionVictim passively triggers affected path
-
ImpactPartial integrity/confidentiality impact
Vulnerability Assessment
| Weakness |
CWE
OWASP Top 10:2025
A06:2025 - Insecure Design
ASVS 5.0
V2 - Validation and Business Logic Workflow enforcement
|
| Exploitation Conditions | Exploitation targets the agent function within the dsh-workflow-worker-thread component of deepseek-harness (versions up to and including 0.1.1-rc.2). The CVSS 4.0 vector requires PR:L, so the attacker must hold at least low-level authenticated access to the harness/workflow interface - not anonymous access. UI:P additionally requires passive user interaction, meaning a legitimate user must trigger or traverse the affected workflow path for the attack to land; this user-interaction dependency and the authentication requirement are the primary factors limiting real-world exploitation. Impact is confined to the vulnerable system (no scope change) with only partial C/I/A effects. |
| Impact | This is a medium-severity issue (CVSS 4.0 base 5.1) that does not rise to a top priority. The supplied CVSS 4.0 vector (AV:N/AC:L/AT:N/PR:L/UI:P) indicates a network-reachable flaw with low attack complexity but requiring at least low-level privileges (PR:L, i.e. an authenticated actor) and passive user interaction (UI:P), which materially constrains mass exploitation. Technical impact is limited: VC:L/VI:L/VA:L means only partial confidentiality, integrity, and availability effects on the vulnerable system, with no scope change (SC:N/SI:N/SA:N). The input embeds E:P (Proof-of-Concept) and a public exploit reference, so publicly available exploit code exists - but there is no CISA KEV listing and no EPSS score provided, so there is no evidence of active or widespread exploitation; POC availability and active exploitation are distinct signals. Note a tension between the data and the product: the 'Information Disclosure' tag and the C-impact conflict somewhat with CWE-841 (Improper Enforcement of Behavioral Workflow), which is about bypassing an intended sequence of operations rather than classic data leakage - treat the 'Information Disclosure' characterization as low-confidence. The sole intelligence source is VulDB; the vendor (DeepSeek) was contacted and did not respond, so affected-version and fix data are unconfirmed. Net: a real but bounded issue, best triaged as medium pending vendor confirmation. |
| Exploit ScenarioDerived | An authenticated user of a deepseek-harness deployment (≤ 0.1.1-rc.2) sends crafted input to the agent function in the dsh-workflow-worker-thread component to subvert the intended workflow sequence, causing the worker to skip or reorder enforced steps. A public proof-of-concept is referenced, and because UI:P applies, the attack also depends on another user passively triggering the affected workflow path. The resulting impact is partial compromise of the processed data and workflow integrity on the host system. |
Get an e-mail when this CVE is exploited, patched or re-scored. Free account.
Alert meAnalysisAIv1 – Oct 12, 2026
DeepSeek Harness versions up to and including 0.1.1-rc.2 do not properly enforce the intended behavioral workflow within the dsh-workflow-worker-thread component's agent function (CWE-841), allowing an authenticated remote attacker who can also induce passive user interaction to partially bypass intended workflow sequencing, with limited confidentiality, integrity, and availability impact confined to the harness itself. Publicly available exploit code exists, but the requirement for low-privileged authentication (CVSS 4.0 PR:L) and user interaction (UI:P) keeps the issue medium severity (CVSS 4.0 base 5.1), and there is no confirmed CISA KEV listing for this CVE.
RemediationAI
No vendor-released patch identified at time of analysis; the vendor was contacted early about this disclosure but did not respond, and no fixed version is published. Until a patch appears, the most effective compensating control is to restrict access to the dsh-workflow-worker-thread / agent workflow interface so that only fully trusted, authenticated operators can reach it (the vulnerability requires PR:L, so removing unauthorized authenticated access materially reduces risk), though this may limit legitimate multi-user use of the harness. Because UI:P is required, enforcing server-side workflow state and rejecting out-of-order, replayed, or skipped step transitions in the agent function adds defense in depth, but this requires custom code changes that may diverge from upstream. If the agent workflow is not essential, disabling or sandboxing the dsh-workflow-worker-thread component removes the attack surface at the cost of losing that automation; alternatively, keep the harness off the public internet and behind network segmentation or a reverse proxy with strict authentication and rate limiting. Monitor logs for unexpected agent invocations, workflow step anomalies, or information disclosure consistent with the public exploit, given that exploit code is already available. Track the VulDB advisory (https://vuldb.com/vuln/416568) and GitHub discussion (https://github.com/deepseek-ai/deepseek-harness/discussions/243) for any future patched release.
Affected VersionsENISA
Affected Packages
Source: OSV (Open Source Vulnerabilities)
Affects your stack
Affects 1 package in euvd
Checking this CVE against your own stacks and servers is part of the Basic plan and up.
Technical ContextAI · show details
The flaw is classified as CWE-841 (Improper Enforcement of Behavioral Workflow), meaning the software fails to verify that operations occur in the required order or state, enabling an attacker to skip, reorder, or replay steps to reach a state the workflow was designed to prevent. The affected code is the agent function inside the dsh-workflow-worker-thread component of deepseek-ai deepseek-harness, a tool for orchestrating DeepSeek AI agent workflows; CPE cpe:2.3:a:deepseek-ai:deepseek-harness:*:*:*:*:*:*:*:* confirms that all releases through 0.1.1-rc.2 are affected. The CVSS 4.0 vector AV:N/AC:L/AT:N/PR:L/UI:P/VC:L/VI:L/VA:L/SC:N/SI:N/SA:N/E:P indicates network reachability, low attack complexity, and no additional attack requirements, but a low-privilege authenticated attacker (PR:L) plus passive user interaction (UI:P) are needed; effects are low across confidentiality, integrity, and availability with no scope change, matching the independent assessment of CVSS:3.1/AV:N/AC:L/PR:L/UI:R/S:U/C:L/I:L/A:L. The metadata tag 'Information Disclosure' suggests the most observable outcome is exposure of workflow-related data, though CWE-841 by nature can also undermine process integrity.
Know when Deepseek Harness gets its next vulnerability
- Watch products and get an email when something new is published
- Check this CVE against your own stack and servers
- Exploit and PoC references, threat intelligence from 22 sources
No credit card · 7-day full trial
Severity by source
CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:P/VC:L/VI:L/VA:L/SC:N/SI:N/SA:N/E:P
Network-reachable but requires an authenticated actor (PR:L) and user interaction (UI:R, mapped from 4.0 UI:P); impact is partial across C/I/A with no scope change.
Primary rating from Vendor (VulDB).
CVSS VectorVendor: VulDB
Lifecycle Timeline
3DescriptionCVE.org
A vulnerability was identified in deepseek-ai deepseek-harness up to 0.1.1-rc.2. This affects the function agent of the component dsh-workflow-worker-thread. The manipulation leads to enforcement of behavioral workflow. The attack is possible to be carried out remotely. The exploit is publicly available and might be used. The vendor was contacted early about this disclosure but did not respond in any way.
Threat Intelligence Overview
How this decision was reached
The engine reads each signal below and applies a fixed list of rules from top to bottom. The first rule that matches sets the recommended action – like a statement, every line is shown.
What every action level means
SSVC AssessmentENISA
Priority Score
Attack Technique
Information disclosure occurs when an application unintentionally exposes sensitive data that aids attackers in reconnaissance or directly compromises security.
Related Vulnerabilities in deepseek-harness Sandbox and Workflow Flaws
View all 2More in Deepseek Harness
View allLocal sandbox escape in deepseek-ai deepseek-harness up to 0.1.7-rc.2 lets a low-privileged attacker who already has cod
Path traversal in the DeepSeek deepseek-harness boot tooling (through 0.1.7-rc.2) lets an attacker who can influence the
Local information disclosure in deepseek-ai DeepSeek Harness through 0.1.5-rc.3 allows an authenticated local attacker w
EUVD-2026-97158
GHSA-wc99-rg5g-w3c8
NVD
CVE.org
EPSS
VulDB
Exploit-DB