Attack ChainAIDerived
Hypothetical attack flow derived from CVE metadata – not a confirmed exploit chain
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AccessGain network MitM position
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DeliveryIntercept NemoClaw download request
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ExploitServe trojanized code payload
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ExecutionUser runs installation script
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PersistMalicious code executes with installer privileges
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ImpactFull system compromise
Vulnerability Assessment
| Weakness |
CWE
OWASP Top 10:2025
A08:2025 - Software or Data Integrity Failures
ASVS 5.0
V15 - Secure Coding and Architecture Code integrity verification
|
| Exploitation Conditions | A user or automated system must actively run the NemoClaw installation or update script on a Linux host running version 0.0.21 or earlier - no exploitation is possible absent this trigger. The attacker must be network-positioned to intercept the download, requiring MitM capability (same-segment ARP/DNS manipulation) or prior compromise of the upstream download server or CDN; purely remote exploitation without network positioning is not possible. The CVSS UI:R confirms mandatory user interaction, ruling out fully automated mass exploitation. No special NemoClaw configuration is required - the flaw is in the default installation flow. Exploitation is significantly limited by the need for network interception infrastructure, which precludes opportunistic internet-scale attacks and favors targeted scenarios (e.g., compromised enterprise network segments or supply-chain attacks on package mirrors). |
| Impact | The NVD CVSS 3.1 score of 8.8 (AV:N/AC:L/PR:N/UI:R/S:U/C:H/I:H/A:H) reflects full-system compromise potential if the attack succeeds, and the high impact metrics are well-founded. However, the AC:L rating understates the practical difficulty: successful exploitation requires the attacker to be network-positioned via MitM (ARP spoofing, DNS poisoning) or to have compromised the upstream download server - neither is trivial or opportunistic. EPSS at 0.20% (9th percentile) strongly contradicts the high CVSS score and aligns with SSVC's Automatable: no finding. SSVC Technical Impact: total is consistent with code execution during a privileged installation context. The divergence between CVSS severity and EPSS/SSVC exploitation signals is notable: this is a structurally serious supply-chain flaw in software with a small deployment footprint and no observed exploitation, making it a lower urgency patch than raw score implies. Organizations running NemoClaw installations or automated update pipelines should treat this as a targeted remediation priority rather than an emergency. |
| Exploit ScenarioDerived | An attacker with MitM capability on the network path used during NemoClaw installation - achieved via ARP spoofing, DNS poisoning, or compromise of a CDN or package mirror - waits for a user or automated pipeline to run the installation script. Because no integrity check is performed, the attacker intercepts the download request and serves a trojanized payload in place of the legitimate package. The malicious code executes in the installation context, which may carry elevated or root privileges, resulting in full system compromise. |
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Alert meAnalysisAIv2 – Sep 01, 2026
Unverified code download in NVIDIA NemoClaw installation scripts for Linux (versions 0.0.0 through 0.0.21) allows a network-positioned attacker to substitute malicious payloads during installation, enabling code execution, privilege escalation, information disclosure, and data tampering on the target host. The root cause is CWE-494: the installation pipeline fetches remote code without cryptographic integrity verification, leaving the download channel open to man-in-the-middle substitution or upstream server compromise. No public exploit has been identified at time of analysis; EPSS sits at 0.20% (9th percentile) and SSVC confirms Exploitation: none, placing this firmly in the theoretical high-severity category rather than an actively exploited threat.
Earlier versions of this analysis (1)
NVIDIA NemoClaw for Linux installation scripts download code from remote sources without performing integrity verification, enabling an attacker positioned to intercept or tamper with that traffic to substitute malicious code at install time. All versions covered by the NemoClaw CPE are affected. A successful exploit can result in arbitrary code execution, privilege escalation, information disclosure, and data tampering on the target Linux system. No public exploit code and no CISA KEV listing have been identified at time of analysis.
RemediationAI
The primary fix is to upgrade NemoClaw to a version beyond 0.0.21 once NVIDIA releases a patched build; the exact patched version number is not stated in available data and should be confirmed via the NVIDIA Product Security advisory at https://github.com/NVIDIA/product-security/tree/main/2026/5872 before upgrading. As a compensating control prior to patch availability, restrict NemoClaw installations to isolated, trusted network environments and manually verify downloaded package checksums against NVIDIA-published values before execution. Avoid running installation scripts over untrusted networks (public Wi-Fi, shared cloud egress) where MitM is feasible. Organizations should audit any prior NemoClaw installations executed over uncontrolled networks for signs of unauthorized code substitution, particularly reviewing installed binaries against known-good hashes.
Affected VersionsENISA
Affected Packages
Source: OSV (Open Source Vulnerabilities)
Affects your stack
Affects 1 package in euvd
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Technical ContextAI · show details
CWE-494 (Download of Code Without Integrity Check) describes a class of supply-chain vulnerabilities where software retrieves external code - packages, scripts, or binaries - without verifying their authenticity via cryptographic hash or digital signature. In NemoClaw's case, Linux installation scripts perform unauthenticated downloads, meaning any network path between the installer and the download origin is an attack surface. NVIDIA NemoClaw is an early-stage AI/ML framework (0.0.x versioning), covered by CPE cpe:2.3:a:nvidia:nemoclaw:*:*:*:*:*:*:*:*, with all builds through 0.0.21 confirmed vulnerable per EUVD-2026-66094. The Linux-specific scope suggests the flaw is in platform-specific shell or Python installer scripts rather than the framework's core runtime.
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Severity by source
AV:N/AC:L/PR:N/UI:R/S:U/C:H/I:H/A:H
AC:H because exploitation requires MitM network positioning or upstream server compromise, not merely network reachability; all other metrics from NVD vector are well-supported.
Primary rating from Vendor (nvidia).
CVSS VectorNVD
Lifecycle Timeline
2DescriptionNVD
NVIDIA NemoClaw for Linux contains a vulnerability in its installation scripts, where an attacker could cause a download of code without integrity check. A successful exploit of this vulnerability might lead to code execution, escalation of privileges, information disclosure, and data tampering.
Articles & Coverage 1
Executive ViewAI
NVIDIA NemoClaw Linux installation scripts (versions 0.0.0-0.0.21) fail to cryptographically verify downloaded components, allowing network-positioned attackers to inject malicious code during the installation process. Any system installing or updating to these versions faces risk of root-level compromise. No public exploit exists at this time, but the vulnerability occurs at the installation layer where defenses are typically weakest, making patch deployment a priority once available.
No vendor-released patch identified at time of analysis. Implement interim controls: restrict installations to isolated networks with TLS inspection enabled and repository source verification enforced; defer all new deployments of affected versions until patch availability; audit and log all current installations; isolate systems with NemoClaw to limit lateral movement risk; monitor for suspicious process execution and unexpected privilege escalation on installed systems.
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.
Remote Code Execution represents the critical moment when an attacker successfully runs arbitrary code on a target system without physical access.
Weak authentication in NVIDIA NemoClaw for Linux (versions 0 through 0.0.4) lets remote attackers bypass the authenticat
Improper certificate validation in NVIDIA NemoClaw for Linux (versions up to and including 0.0.1) allows network attacke
Untrusted code execution in NVIDIA NemoClaw for Linux (versions up to and including 0.0.21) stems from the installer exe
Unauthenticated access to the NVIDIA NemoClaw inference server on Linux exposes sensitive model inference data and enabl
OS command injection in NVIDIA NemoClaw for Linux allows a local low-privileged attacker to execute arbitrary operating
OS command injection in NVIDIA NemoClaw's NIM management component on Linux enables a local authenticated attacker to ex
OS command injection in NVIDIA NemoClaw's command-line interface on Linux enables a local low-privileged attacker to exe
OS command injection in NVIDIA NemoClaw's Telegram bridge component on Linux enables a local attacker with low-privilege
Code injection in NVIDIA NemoClaw's migration command (Linux, versions up to 0.0.17) allows a local attacker with low-pr
Credential exposure in NVIDIA NemoClaw allows a local low-privileged user, upon triggering user interaction, to access i
Sensitive information disclosure in NVIDIA NemoClaw arises from process invocation that exposes secrets - such as API ke
EUVD-2026-66094
GHSA-5894-f2fq-5w93
NVD
CVE.org
EPSS
Vulnrichment
Exploit-DB