VulnWatch VulnWatch
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Remote Code Execution

101 entries

Low osv

BentoML SSRF Vulnerability in File Upload Processing

### Description There's an SSRF in the file upload processing system that allows remote attackers to make arbitrary HTTP requests from the server without authentication. The vulnerability exists in t...

3.1
CVSS
8 months ago
Low osv

vLLM Tool Schema allows DoS via Malformed pattern and type Fields

### Summary The vLLM backend used with the /v1/chat/completions OpenAPI endpoint fails to validate unexpected or malformed input in the "pattern" and "type" fields when the tools functionality is invo...

3.1
CVSS
10 months ago
Low osv

vLLM Allows Remote Code Execution via PyNcclPipe Communication Service

### Impacted Environments This issue ONLY impacts environments using the `PyNcclPipe` KV cache transfer integration with the V0 engine. No other configurations are affected. ### Summary vLLM support...

3.1
CVSS
11 months ago
Low osv

Remote Code Execution Vulnerability in vLLM Multi-Node Cluster Configuration

### Affected Environments Note that this issue only affects the V0 engine, which has been off by default since v0.8.0. Further, the issue only applies to a deployment using tensor parallelism across...

3.1
CVSS
11 months ago
Low osv

PYSEC-2025-42

vLLM is a high-throughput and memory-efficient inference and serving engine for LLMs. Versions starting from 0.6.5 and prior to 0.8.5, having vLLM integration with mooncake, are vulnerable to remote c...

3.1
CVSS
11 months ago
Low osv

vLLM Vulnerable to Remote Code Execution via Mooncake Integration

## Impacted Deployments **Note that vLLM instances that do NOT make use of the mooncake integration are NOT vulnerable.** ## Description vLLM integration with mooncake is vaulnerable to remote code...

3.1
CVSS
11 months ago
Low osv

CVE-2025-24357 Malicious model remote code execution fix bypass with PyTorch < 2.6.0

## Description https://github.com/vllm-project/vllm/security/advisories/GHSA-rh4j-5rhw-hr54 reported a vulnerability where loading a malicious model could result in code execution on the vllm host. T...

3.1
CVSS
11 months ago
Low osv

PYSEC-2025-32

BentoML is a Python library for building online serving systems optimized for AI apps and model inference. Prior to 1.4.8, there was an insecure deserialization in BentoML's runner server. By setting...

3.1
CVSS
1 year ago
Low osv

BentoML's runner server Vulnerable to Remote Code Execution (RCE) via Insecure Deserialization

### Summary There was an insecure deserialization in BentoML's runner server. By setting specific headers and parameters in the POST request, it is possible to execute any unauthorized arbitrary code...

3.1
CVSS
1 year ago
Low osv

BentoML Allows Remote Code Execution (RCE) via Insecure Deserialization

### Summary A Remote Code Execution (RCE) vulnerability caused by insecure deserialization has been identified in the latest version(v1.4.2) of BentoML. It allows any unauthenticated user to execute a...

3.1
CVSS
1 year ago
Low osv

BentoML deserialization vulnerability

A deserialization vulnerability exists in BentoML's runner server in bentoml/bentoml versions

3.0
CVSS
1 year ago
Low osv

vLLM deserialization vulnerability in vllm.distributed.GroupCoordinator.recv_object

vllm-project vllm version 0.6.0 contains a vulnerability in the distributed training API. The function vllm.distributed.GroupCoordinator.recv_object() deserializes received object bytes using pickle.l...

3.0
CVSS
1 year ago
Low osv

vLLM allows Remote Code Execution by Pickle Deserialization via AsyncEngineRPCServer() RPC server entrypoints

vllm-project vllm version 0.6.0 contains a vulnerability in the AsyncEngineRPCServer() RPC server entrypoints. The core functionality run_server_loop() calls the function _make_handler_coro(), which d...

3.0
CVSS
1 year ago
Low osv

LiteLLM Vulnerable to Remote Code Execution (RCE)

BerriAI/litellm version 1.40.12 contains a vulnerability that allows remote code execution. The issue exists in the handling of the 'post_call_rules' configuration, where a callback function can be ad...

3.0
CVSS
1 year ago
Low osv

vLLM Deserialization of Untrusted Data vulnerability

vllm-project vllm version v0.6.2 contains a vulnerability in the MessageQueue.dequeue() API function. The function uses pickle.loads to parse received sockets directly, leading to a remote code execut...

3.0
CVSS
1 year ago
Unknown osv

PYSEC-2025-63

vLLM is a high-throughput and memory-efficient inference and serving engine for LLMs. When vLLM is configured to use Mooncake, unsafe deserialization exposed directly over ZMQ/TCP on all network inter...

1 year ago
Low osv

vLLM Allows Remote Code Execution via Mooncake Integration

### Summary When vLLM is configured to use Mooncake, unsafe deserialization exposed directly over ZMQ/TCP will allow attackers to execute remote code on distributed hosts. ### Details 1. Pickle deser...

3.1
CVSS
1 year ago
Low osv

vllm: Malicious model to RCE by torch.load in hf_model_weights_iterator

### Description The vllm/model_executor/weight_utils.py implements hf_model_weights_iterator to load the model checkpoint, which is downloaded from huggingface. It use torch.load function and weights_...

3.1
CVSS
1 year ago
Low osv

PYSEC-2025-58

vLLM is a library for LLM inference and serving. vllm/model_executor/weight_utils.py implements hf_model_weights_iterator to load the model checkpoint, which is downloaded from huggingface. It uses th...

3.1
CVSS
1 year ago
Low osv

Deserialization of Untrusted Data in Hugging Face Transformers

Hugging Face Transformers MaskFormer Model Deserialization of Untrusted Data Remote Code Execution Vulnerability. This vulnerability allows remote attackers to execute arbitrary code on affected insta...

3.0
CVSS
1 year ago
Low osv

Deserialization of Untrusted Data in Hugging Face Transformers

Hugging Face Transformers MobileViTV2 Deserialization of Untrusted Data Remote Code Execution Vulnerability. This vulnerability allows remote attackers to execute arbitrary code on affected installati...

3.0
CVSS
1 year ago
Low osv

Deserialization of Untrusted Data in Hugging Face Transformers

Hugging Face Transformers Trax Model Deserialization of Untrusted Data Remote Code Execution Vulnerability. This vulnerability allows remote attackers to execute arbitrary code on affected installatio...

3.0
CVSS
1 year ago
Low osv

PYSEC-2024-229

Hugging Face Transformers Trax Model Deserialization of Untrusted Data Remote Code Execution Vulnerability. This vulnerability allows remote attackers to execute arbitrary code on affected installatio...

3.1
CVSS
1 year ago
Low osv

PYSEC-2024-228

Hugging Face Transformers MaskFormer Model Deserialization of Untrusted Data Remote Code Execution Vulnerability. This vulnerability allows remote attackers to execute arbitrary code on affected insta...

3.1
CVSS
1 year ago
Low osv

PYSEC-2024-227

Hugging Face Transformers MobileViTV2 Deserialization of Untrusted Data Remote Code Execution Vulnerability. This vulnerability allows remote attackers to execute arbitrary code on affected installati...

3.1
CVSS
1 year ago