Triton Inference Server

Denial of service in NVIDIA Triton Inference Server on Linux allows remote unauthenticated attackers to exhaust host memory by triggering a memory leak (CWE-401, missing release of memory after effective lifetime), degrading or crashing the inference service. The CVSS 3.1 vector (AV:N/AC:L/PR:N/UI:N, A:H) indicates trivial network-reachable exploitation with no authentication and high availability impact, but no confidentiality or integrity exposure. No public exploit identified at time of analysis and the CVE is not listed in CISA KEV.

NVIDIA Triton Inference Server for Linux contains a vulnerability where an attacker can cause an authentication bypass through an alternative path or channel. A successful exploit of this vulnerability might lead to code execution, escalation of privileges, information disclosure, and data tampering.

Denial of service in NVIDIA Triton Inference Server on Linux allows remote unauthenticated attackers to crash the service by triggering an uncaught exception (CWE-248), taking the model-serving endpoint offline. The flaw carries CVSS 7.5 with a pure availability impact (C:N/I:N/A:H) and no public exploit identified at time of analysis; it was reported by NVIDIA itself. No confidentiality or integrity compromise is involved — the sole consequence is loss of inference availability.

Denial of service in NVIDIA Triton Inference Server for Linux lets remote unauthenticated attackers exhaust server resources (CWE-400 uncontrolled resource consumption) and render the AI/ML inference endpoint unavailable, with no impact to confidentiality or integrity. The CVSS 3.1 base score is 7.5 (AV:N/AC:L/PR:N/UI:N/A:H), reflecting network-reachable, low-complexity, no-privilege exploitation. There is no public exploit identified at time of analysis and it is not listed in CISA KEV; no EPSS score was provided in the input.

Denial of service in NVIDIA Triton Inference Server for Linux allows a remote, unauthenticated attacker to disrupt availability by triggering use of an expired (stale) file descriptor. The flaw impacts availability only (no data exposure or code execution) and, per CVSS PR:N/UI:N, requires no authentication or user interaction. There is no public exploit identified at time of analysis, and the vulnerability is not listed in CISA KEV; no EPSS score was provided in the input.

Denial of service in NVIDIA Triton Inference Server for Linux stems from a stack-based buffer overflow (CWE-121) reachable by remote, unauthenticated attackers over the network. Per the CVSS 3.1 vector, exploitation requires no privileges or user interaction and impacts only availability (A:H), with no confidentiality or integrity effect. There is no public exploit identified at time of analysis, and the CVE is not listed in CISA KEV; no EPSS score was provided in the input.

Denial of service in NVIDIA Triton Inference Server for Linux allows remote unauthenticated attackers to trigger uncontrolled resource consumption, exhausting server resources and rendering the model-serving endpoint unavailable. The flaw carries a CVSS 7.5 with a pure availability impact and no confidentiality or integrity effect; it was reported by NVIDIA, and there is no public exploit identified at time of analysis. No special access is required, but the concrete resource-exhaustion trigger is not detailed in the available data.

Denial of service in NVIDIA Triton Inference Server for Linux (versions through 26.03) allows a remote attacker to crash the service by triggering a use-after-free (CWE-416) condition, per the NVIDIA product-security advisory. The CVSS 3.1 vector (AV:N/AC:L/PR:N/UI:N/A:H) indicates network-reachable, unauthenticated exploitation with high availability impact but no confidentiality or integrity effect. No public exploit identified at time of analysis, and CISA SSVC rates exploitation status as 'none' with an EPSS of 0.54% (41st percentile), consistent with no observed activity.

Denial of service in NVIDIA Triton Inference Server for Linux allows remote unauthenticated attackers to exhaust server resources by submitting highly compressed (data-amplification / decompression-bomb) input that the server improperly handles during decompression. The flaw (CWE-409) affects the Linux distribution of Triton and carries a CVSS 7.5 (availability-only impact); there is no public exploit identified at time of analysis and it is not listed in CISA KEV. Impact is limited to availability - no confidentiality or integrity loss.

NVIDIA Triton Server for Linux contains a vulnerability where an attacker may cause an improper validation of specified quantity in input. A successful exploit of this vulnerability may lead to denial of service.

NVIDIA Triton Inference Server contains a vulnerability where an attacker may cause an improper check for unusual or exceptional conditions issue by sending extra large payloads. A successful exploit of this vulnerability may lead to denial of service.

NVIDIA Triton Inference Server for Linux and Windows contains a vulnerability where an attacker could cause a stack overflow by sending extra-large payloads. Rated medium severity (CVSS 6.5), this vulnerability is remotely exploitable, low attack complexity. No vendor patch available.

NVIDIA Triton Inference Server for Windows and Linux contains a vulnerability where an attacker could cause a denial of service by loading a misconfigured model. Rated medium severity (CVSS 4.4), this vulnerability is remotely exploitable. No vendor patch available.

NVIDIA Triton Inference Server for Windows and Linux contains a vulnerability where an attacker could cause memory corruption by identifying and accessing the shared memory region used by the Python. Rated high severity (CVSS 7.5), this vulnerability is remotely exploitable, no authentication required, low attack complexity. No vendor patch available.

NVIDIA Triton Inference Server for Windows and Linux contains a vulnerability where an attacker could cause an out-of-bounds write through a specially crafted input. Rated high severity (CVSS 7.5), this vulnerability is remotely exploitable, no authentication required, low attack complexity. No vendor patch available.

NVIDIA Triton Inference Server for Windows and Linux contains a vulnerability in the Python backend, where an attacker could cause a remote code execution by manipulating the model name parameter in. Rated critical severity (CVSS 9.8), this vulnerability is remotely exploitable, no authentication required, low attack complexity. No vendor patch available.

NVIDIA Triton Inference Server contains a vulnerability in the DALI backend where an attacker may cause an improper input validation issue. Rated high severity (CVSS 8.0), this vulnerability is remotely exploitable. No vendor patch available.

NVIDIA Triton Inference Server for Windows and Linux and the Tensor RT backend contain a vulnerability where an attacker could cause an underflow by a specific model configuration and a specific. Rated medium severity (CVSS 4.4), this vulnerability is remotely exploitable. No vendor patch available.

NVIDIA Triton Inference Server for Windows and Linux contains a vulnerability in the Python backend, where an attacker could cause an out-of-bounds read by sending a request. Rated medium severity (CVSS 5.9), this vulnerability is remotely exploitable, no authentication required. No vendor patch available.

NVIDIA Triton Inference Server for Windows and Linux contains a vulnerability in the Python backend, where an attacker could cause an out-of-bounds read by manipulating shared memory data. Rated medium severity (CVSS 5.9), this vulnerability is remotely exploitable, no authentication required. No vendor patch available.

NVIDIA Triton Inference Server for Windows and Linux contains a vulnerability where a user could cause a memory allocation with excessive size value, leading to a segmentation fault, by providing an. Rated high severity (CVSS 7.5), this vulnerability is remotely exploitable, no authentication required, low attack complexity. No vendor patch available.

NVIDIA Triton Inference Server for Windows and Linux contains a vulnerability where an attacker could cause an integer overflow through specially crafted inputs. Rated high severity (CVSS 7.5), this vulnerability is remotely exploitable. No vendor patch available.

NVIDIA Triton Inference Server for Windows and Linux contains a vulnerability where an attacker could cause an integer overflow through a specially crafted input. Rated high severity (CVSS 7.5), this vulnerability is remotely exploitable, no authentication required, low attack complexity. No vendor patch available.

NVIDIA Triton Inference Server for Windows and Linux contains a vulnerability where an attacker could cause uncontrolled recursion through a specially crafted input. Rated high severity (CVSS 7.5), this vulnerability is remotely exploitable, no authentication required, low attack complexity. No vendor patch available.

NVIDIA Triton Inference Server for Windows and Linux contains a vulnerability where a user could cause an integer overflow or wraparound, leading to a segmentation fault, by providing an invalid. Rated high severity (CVSS 7.5), this vulnerability is remotely exploitable, no authentication required, low attack complexity. No vendor patch available.

NVIDIA Triton Inference Server for Windows and Linux contains a vulnerability where a user could cause an integer overflow or wraparound, leading to a segmentation fault, by providing an invalid. Rated high severity (CVSS 7.5), this vulnerability is remotely exploitable, no authentication required, low attack complexity. No vendor patch available.

NVIDIA Triton Inference Server for Windows and Linux contains a vulnerability where multiple requests could cause a double free when a stream is cancelled before it is processed. Rated high severity (CVSS 7.5), this vulnerability is remotely exploitable, no authentication required, low attack complexity. No vendor patch available.

NVIDIA Triton Inference Server for Windows and Linux contains a vulnerability where a user could cause a divide by zero issue by issuing an invalid request. Rated high severity (CVSS 7.5), this vulnerability is remotely exploitable, no authentication required, low attack complexity. No vendor patch available.

NVIDIA Triton Inference Server for Windows and Linux contains a vulnerability in the Python backend, where an attacker could cause the shared memory limit to be exceeded by sending a very large. Rated high severity (CVSS 7.5), this vulnerability is remotely exploitable, no authentication required, low attack complexity. No vendor patch available.

NVIDIA Triton Inference Server for Windows and Linux contains a vulnerability in the Python backend, where an attacker could cause an out-of-bounds write by sending a request. Rated high severity (CVSS 8.1), this vulnerability is remotely exploitable, no authentication required. No vendor patch available.

NVIDIA Triton Inference Server for Windows and Linux contains a vulnerability in the Python backend, where an attacker could cause an out-of-bounds write. Rated high severity (CVSS 8.1), this vulnerability is remotely exploitable, no authentication required. No vendor patch available.

NVIDIA Triton Inference Server contains a vulnerability in the HTTP server, where an attacker could start a reverse shell by sending a specially crafted HTTP request. Rated critical severity (CVSS 9.1), this vulnerability is remotely exploitable, no authentication required, low attack complexity. No vendor patch available.

NVIDIA Triton Inference Server contains a vulnerability where an attacker could cause a stack overflow through specially crafted HTTP requests. Rated critical severity (CVSS 9.8), this vulnerability is remotely exploitable, no authentication required, low attack complexity. No vendor patch available.

NVIDIA Triton Inference Server for Windows and Linux contains a vulnerability where an attacker could cause stack buffer overflow by specially crafted inputs. Rated critical severity (CVSS 9.8), this vulnerability is remotely exploitable, no authentication required, low attack complexity. No vendor patch available.

NVIDIA Triton Inference Server contains a vulnerability in the model loading API, where a user could cause an integer overflow or wraparound error by loading a model with an extra-large file size. Rated medium severity (CVSS 4.9), this vulnerability is remotely exploitable, low attack complexity. No vendor patch available.

NVIDIA Triton Inference Server contains a vulnerability where a user may cause an out-of-bounds read issue by releasing a shared memory region while it is in use. Rated medium severity (CVSS 6.5), this vulnerability is remotely exploitable, low attack complexity. No vendor patch available.

NVIDIA Triton Inference Server for Linux contains a vulnerability where a user may cause an incorrect Initialization of resource by network issue. Rated medium severity (CVSS 6.5), this vulnerability is remotely exploitable, low attack complexity. No vendor patch available.

NVIDIA Triton Inference Server for Linux and Windows contains a vulnerability where a user can inject forged logs and executable commands by injecting arbitrary data as a new log entry. Rated high severity (CVSS 7.2), this vulnerability is remotely exploitable, low attack complexity. No vendor patch available.

NVIDIA Triton Inference Server for Linux contains a vulnerability in the tracing API, where a user can corrupt system files. Rated high severity (CVSS 8.1), this vulnerability is remotely exploitable, low attack complexity. No vendor patch available.

NVIDIA Triton Inference Server for Linux contains a vulnerability in shared memory APIs, where a user can cause an improper memory access issue by a network API. Rated high severity (CVSS 8.1), this vulnerability is remotely exploitable, low attack complexity. No vendor patch available.

NVIDIA Triton Inference Server for Linux contains a vulnerability where a user can set the logging location to an arbitrary file. Rated high severity (CVSS 8.8), this vulnerability is remotely exploitable, low attack complexity. No vendor patch available.

NVIDIA Triton Inference Server for Linux and Windows contains a vulnerability where, when it is launched with the non-default command line option --model-control explicit, an attacker may use the. Rated high severity (CVSS 7.5), this vulnerability is remotely exploitable. No vendor patch available.