Dynamo
Monthly
Deserialization of untrusted data in NVIDIA Dynamo for Linux (versions 0 through v1.1.0) exposes unauthenticated remote attackers to denial-of-service conditions and data integrity compromise. The flaw is rooted in CWE-502 - unsafe handling of externally supplied serialized objects - and carries a CVSS 8.2 score driven by a fully unauthenticated, low-complexity network attack vector. No public exploit code and no active exploitation have been identified at time of analysis, but the absence of authentication and configuration prerequisites makes the attack surface broad for any internet-accessible Dynamo deployment.
NVIDIA Dynamo for Linux versions 0 through v1.2.0 leaks sensitive information through crafted error message generation, exploitable remotely without authentication. The CVSS:3.1 vector (AV:N/AC:L/PR:N/UI:N/S:U/C:L/I:N/A:N) confirms low-complexity unauthenticated network access is sufficient to trigger disclosure. No public exploit code has been identified at time of analysis and no CISA KEV listing exists, indicating this is not currently confirmed as actively exploited at scale.
Race condition during LoRA manager singleton initialization in NVIDIA Dynamo for Linux (all versions through v1.1.0) allows unauthenticated remote attackers to cause denial of service or corrupt inference data by exploiting a TOCTOU flaw in concurrent initialization paths. The CVSS vector assigns high availability impact alongside low integrity impact, reflecting that service crashes are the primary outcome while data tampering represents a secondary, harder-to-achieve consequence. No public exploit code has been identified at time of analysis, and CISA has not added this to the Known Exploited Vulnerabilities catalog.
Race condition in NVIDIA Dynamo's LoRA manager singleton initialization exposes Linux-based AI inference deployments running versions up to v1.2.0 to data tampering and denial of service. The flaw, classified under CWE-362, arises during concurrent initialization of the singleton responsible for managing Low-Rank Adaptation (LoRA) adapters, allowing competing threads or network-triggered requests to corrupt shared state before synchronization is established. No public exploit code or CISA KEV listing has been identified at time of analysis; however, the network-accessible attack vector paired with no privilege requirement makes this relevant for any internet-facing or multi-tenant Dynamo deployment.
Remote code execution, data tampering, denial of service, and information disclosure are possible through vulnerabilities in NVIDIA Dynamo for Linux examples and recipes, affecting all versions through v1.1.0. The root cause is CWE-1357 (Relies on Insufficiently Trustworthy Component), meaning the examples or recipes bundle or reference a dependency or component without adequate integrity or trust verification, enabling an attacker to exploit that trust boundary over a network. No public exploit code exists and no active exploitation has been confirmed; EPSS places probability at 0.36% (29th percentile) and SSVC confirms exploitation status as none with a non-automatable attack path, suggesting low near-term weaponization risk despite the high CVSS base score.
Server-side request forgery in NVIDIA Dynamo's Rust multimodal media fetcher (Linux, versions through v1.1.0) allows unauthenticated remote attackers to coerce the server into issuing arbitrary HTTP requests to attacker-controlled destinations. A successful exploit can expose sensitive internal network resources, cloud metadata endpoints (e.g., IMDS at 169.254.169.254), or internal API responses, resulting in high-confidence information disclosure. No public exploit code or CISA KEV listing exists at time of analysis.
Server-side request forgery via DNS rebinding in NVIDIA Dynamo's multimodal media fetcher exposes internal network resources to remote unauthenticated attackers. All Dynamo releases from version 0 through v1.1.0 on Linux are affected. A successful exploit allows an attacker to manipulate the media fetcher into issuing HTTP requests to internal services, leading to high-confidence information disclosure - including potentially cloud metadata endpoints, internal APIs, or adjacent microservices. No public exploit code and no CISA KEV listing have been identified at time of analysis, though the CVSS 7.5 rating and unauthenticated network vector make this a meaningful risk in exposed deployments.
Server-side request forgery in NVIDIA Dynamo's multimodal media fetcher (Linux, versions through v1.1.0) allows unauthenticated remote attackers to issue arbitrary server-side HTTP requests by supplying malicious URLs as media inputs during inference. The CVSS 3.1 vector confirms network-accessible, zero-authentication exploitation with high confidentiality impact, scoring 7.5. No active exploitation or public exploit code has been identified at time of analysis, but SSRF in cloud-hosted AI inference infrastructure carries meaningful risk due to cloud metadata service exposure.
Server-side request forgery in NVIDIA Dynamo for Linux (all versions through v1.1.0) allows unauthenticated remote attackers to force the inference server to issue arbitrary HTTP requests by embedding a crafted URL inside a multimodal inference request payload. Successful exploitation exposes internal network resources reachable from the Dynamo host, producing high-severity information disclosure without requiring any credentials or user interaction. No public exploit code or CISA KEV listing has been identified at time of analysis, though the PR:N/AC:L attack surface on AI serving endpoints that may be network-exposed warrants prompt remediation.
Server-side request forgery in NVIDIA Dynamo for Linux (versions 0 through v1.1.0) enables unauthenticated remote attackers to cause the server to issue arbitrary backend HTTP requests. The CVSS:3.1 vector (AV:N/AC:L/PR:N/UI:N) confirms network-exploitable with no authentication or user interaction required, making this accessible to any attacker who can reach the Dynamo service. Successful exploitation leads to confidentiality impact - likely exposure of internal services, cloud instance metadata endpoints, or internal API responses - with no public exploit or CISA KEV listing identified at time of analysis.
Server-side request forgery in NVIDIA Dynamo for Linux (versions through v1.1.0) allows unauthenticated remote attackers to read arbitrary local files by embedding a crafted local path inside a multimodal inference request. The Dynamo serving layer fails to restrict the path to an allowed directory, causing the server to resolve and return content from restricted filesystem locations, leading to high-confidentiality information disclosure. No public exploit code or CISA KEV listing has been identified at time of analysis; however, the low attack complexity and lack of authentication requirements make this straightforward to exploit against any exposed Dynamo endpoint.
Path traversal in NVIDIA Dynamo's image loading component on Linux enables unauthenticated remote attackers to read arbitrary files outside the intended restricted directory, resulting in high-severity information disclosure. All releases from version 0 through v1.0.0 are affected, per EUVD-2026-52804 and the NVIDIA product security advisory. No public exploit code or active exploitation has been identified at time of analysis, though the CVSS vector (AV:N/AC:L/PR:N/UI:N) indicates low-complexity, authentication-free exploitation against any network-exposed instance.
Hash collision exploitation in NVIDIA Dynamo's multimodal embedding cache on Linux allows unauthenticated remote attackers to corrupt cached inference data by submitting specially crafted images. The cache fails to incorporate image dimensions into its hash function, meaning two images with identical pixel byte sequences but different spatial dimensions resolve to the same cache key, causing the wrong embedding to be served for subsequent requests. No public exploit code has been identified and this vulnerability is not listed in the CISA KEV catalog, but the CVSS score of 7.5 with no authentication requirement (PR:N) elevates its priority in deployments where the inference API is network-accessible.
Out-of-bounds write in the multimodal serving topology of NVIDIA Dynamo for Linux allows remote unauthenticated attackers to corrupt memory, with a rated 9.8 CVSS potentially enabling remote code execution, privilege escalation, data tampering, information disclosure, and denial of service. NVIDIA (the reporting vendor) rates it critical with a network-reachable, no-privilege, no-interaction vector. There is no public exploit identified at time of analysis and it is not listed in CISA KEV, so the score reflects potential rather than observed impact.
Out-of-bounds write in NVIDIA Dynamo for Linux enables remote unauthenticated attackers to cause denial of service or tamper with data via network-reachable attack surface, scoring CVSS 8.2 High. The CVSS vector (AV:N/AC:L/PR:N/UI:N) indicates no authentication, no special conditions, and no user interaction are required for exploitation. No public exploit code has been identified and CISA KEV listing is absent at time of analysis, but self-disclosure by NVIDIA and a High CVSS score warrant prompt patching in AI inference infrastructure environments.
Deserialization of untrusted data in NVIDIA Dynamo for Linux (versions 0 through v1.1.0) exposes unauthenticated remote attackers to denial-of-service conditions and data integrity compromise. The flaw is rooted in CWE-502 - unsafe handling of externally supplied serialized objects - and carries a CVSS 8.2 score driven by a fully unauthenticated, low-complexity network attack vector. No public exploit code and no active exploitation have been identified at time of analysis, but the absence of authentication and configuration prerequisites makes the attack surface broad for any internet-accessible Dynamo deployment.
NVIDIA Dynamo for Linux versions 0 through v1.2.0 leaks sensitive information through crafted error message generation, exploitable remotely without authentication. The CVSS:3.1 vector (AV:N/AC:L/PR:N/UI:N/S:U/C:L/I:N/A:N) confirms low-complexity unauthenticated network access is sufficient to trigger disclosure. No public exploit code has been identified at time of analysis and no CISA KEV listing exists, indicating this is not currently confirmed as actively exploited at scale.
Race condition during LoRA manager singleton initialization in NVIDIA Dynamo for Linux (all versions through v1.1.0) allows unauthenticated remote attackers to cause denial of service or corrupt inference data by exploiting a TOCTOU flaw in concurrent initialization paths. The CVSS vector assigns high availability impact alongside low integrity impact, reflecting that service crashes are the primary outcome while data tampering represents a secondary, harder-to-achieve consequence. No public exploit code has been identified at time of analysis, and CISA has not added this to the Known Exploited Vulnerabilities catalog.
Race condition in NVIDIA Dynamo's LoRA manager singleton initialization exposes Linux-based AI inference deployments running versions up to v1.2.0 to data tampering and denial of service. The flaw, classified under CWE-362, arises during concurrent initialization of the singleton responsible for managing Low-Rank Adaptation (LoRA) adapters, allowing competing threads or network-triggered requests to corrupt shared state before synchronization is established. No public exploit code or CISA KEV listing has been identified at time of analysis; however, the network-accessible attack vector paired with no privilege requirement makes this relevant for any internet-facing or multi-tenant Dynamo deployment.
Remote code execution, data tampering, denial of service, and information disclosure are possible through vulnerabilities in NVIDIA Dynamo for Linux examples and recipes, affecting all versions through v1.1.0. The root cause is CWE-1357 (Relies on Insufficiently Trustworthy Component), meaning the examples or recipes bundle or reference a dependency or component without adequate integrity or trust verification, enabling an attacker to exploit that trust boundary over a network. No public exploit code exists and no active exploitation has been confirmed; EPSS places probability at 0.36% (29th percentile) and SSVC confirms exploitation status as none with a non-automatable attack path, suggesting low near-term weaponization risk despite the high CVSS base score.
Server-side request forgery in NVIDIA Dynamo's Rust multimodal media fetcher (Linux, versions through v1.1.0) allows unauthenticated remote attackers to coerce the server into issuing arbitrary HTTP requests to attacker-controlled destinations. A successful exploit can expose sensitive internal network resources, cloud metadata endpoints (e.g., IMDS at 169.254.169.254), or internal API responses, resulting in high-confidence information disclosure. No public exploit code or CISA KEV listing exists at time of analysis.
Server-side request forgery via DNS rebinding in NVIDIA Dynamo's multimodal media fetcher exposes internal network resources to remote unauthenticated attackers. All Dynamo releases from version 0 through v1.1.0 on Linux are affected. A successful exploit allows an attacker to manipulate the media fetcher into issuing HTTP requests to internal services, leading to high-confidence information disclosure - including potentially cloud metadata endpoints, internal APIs, or adjacent microservices. No public exploit code and no CISA KEV listing have been identified at time of analysis, though the CVSS 7.5 rating and unauthenticated network vector make this a meaningful risk in exposed deployments.
Server-side request forgery in NVIDIA Dynamo's multimodal media fetcher (Linux, versions through v1.1.0) allows unauthenticated remote attackers to issue arbitrary server-side HTTP requests by supplying malicious URLs as media inputs during inference. The CVSS 3.1 vector confirms network-accessible, zero-authentication exploitation with high confidentiality impact, scoring 7.5. No active exploitation or public exploit code has been identified at time of analysis, but SSRF in cloud-hosted AI inference infrastructure carries meaningful risk due to cloud metadata service exposure.
Server-side request forgery in NVIDIA Dynamo for Linux (all versions through v1.1.0) allows unauthenticated remote attackers to force the inference server to issue arbitrary HTTP requests by embedding a crafted URL inside a multimodal inference request payload. Successful exploitation exposes internal network resources reachable from the Dynamo host, producing high-severity information disclosure without requiring any credentials or user interaction. No public exploit code or CISA KEV listing has been identified at time of analysis, though the PR:N/AC:L attack surface on AI serving endpoints that may be network-exposed warrants prompt remediation.
Server-side request forgery in NVIDIA Dynamo for Linux (versions 0 through v1.1.0) enables unauthenticated remote attackers to cause the server to issue arbitrary backend HTTP requests. The CVSS:3.1 vector (AV:N/AC:L/PR:N/UI:N) confirms network-exploitable with no authentication or user interaction required, making this accessible to any attacker who can reach the Dynamo service. Successful exploitation leads to confidentiality impact - likely exposure of internal services, cloud instance metadata endpoints, or internal API responses - with no public exploit or CISA KEV listing identified at time of analysis.
Server-side request forgery in NVIDIA Dynamo for Linux (versions through v1.1.0) allows unauthenticated remote attackers to read arbitrary local files by embedding a crafted local path inside a multimodal inference request. The Dynamo serving layer fails to restrict the path to an allowed directory, causing the server to resolve and return content from restricted filesystem locations, leading to high-confidentiality information disclosure. No public exploit code or CISA KEV listing has been identified at time of analysis; however, the low attack complexity and lack of authentication requirements make this straightforward to exploit against any exposed Dynamo endpoint.
Path traversal in NVIDIA Dynamo's image loading component on Linux enables unauthenticated remote attackers to read arbitrary files outside the intended restricted directory, resulting in high-severity information disclosure. All releases from version 0 through v1.0.0 are affected, per EUVD-2026-52804 and the NVIDIA product security advisory. No public exploit code or active exploitation has been identified at time of analysis, though the CVSS vector (AV:N/AC:L/PR:N/UI:N) indicates low-complexity, authentication-free exploitation against any network-exposed instance.
Hash collision exploitation in NVIDIA Dynamo's multimodal embedding cache on Linux allows unauthenticated remote attackers to corrupt cached inference data by submitting specially crafted images. The cache fails to incorporate image dimensions into its hash function, meaning two images with identical pixel byte sequences but different spatial dimensions resolve to the same cache key, causing the wrong embedding to be served for subsequent requests. No public exploit code has been identified and this vulnerability is not listed in the CISA KEV catalog, but the CVSS score of 7.5 with no authentication requirement (PR:N) elevates its priority in deployments where the inference API is network-accessible.
Out-of-bounds write in the multimodal serving topology of NVIDIA Dynamo for Linux allows remote unauthenticated attackers to corrupt memory, with a rated 9.8 CVSS potentially enabling remote code execution, privilege escalation, data tampering, information disclosure, and denial of service. NVIDIA (the reporting vendor) rates it critical with a network-reachable, no-privilege, no-interaction vector. There is no public exploit identified at time of analysis and it is not listed in CISA KEV, so the score reflects potential rather than observed impact.
Out-of-bounds write in NVIDIA Dynamo for Linux enables remote unauthenticated attackers to cause denial of service or tamper with data via network-reachable attack surface, scoring CVSS 8.2 High. The CVSS vector (AV:N/AC:L/PR:N/UI:N) indicates no authentication, no special conditions, and no user interaction are required for exploitation. No public exploit code has been identified and CISA KEV listing is absent at time of analysis, but self-disclosure by NVIDIA and a High CVSS score warrant prompt patching in AI inference infrastructure environments.