CVE-2025-32434

CVE-2025-32434: PyTorch RCE Vulnerability - PoC What is CVE-2025-32434? CVE-2025-32434 is a critical Remote Code Execution RCE vulnerability in PyTorch, a widely used Python library for deep learning and neural networks. The Core Problem The vulnerability exists in the torch.load function, even...

CVE-2026-22807_Range

🛡️ CVE-2026-22807 Simulation: AI Supply Chain RCE Target Range ⚠️ Disclaimer This project is intended solely for security research and educational purposes , aiming to demonstrate the supply chain attack principle Remote Code Execution during AI model loading. Do not use the generated malicious...

CVE-2026-0596-Reproduction

Below is a structured, markdown-formatted vulnerability research report tailored for a GitHub repository layout such as a README.md or a security-labs write-up. It outlines the context, architecture, reproduction steps, and remediation strategies based on your lab findings. CVE-2026-0596: Arbitra...

CVE-2026-47117-openmed-rce

CVE-2026-47117: OpenMed Unauthenticated Remote Code Execution via PII Model Loading Severity: Critical, CVSS 4.0 9.3 , CVSS 3.1 9.8 assigned by VulnCheck, the CNA Vector v4.0: CVSS:4.0/AV:N/AC:L/AT:N/PR:N/UI:N/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N Vector v3.1: CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H...

CVE-2026-112145

A security vulnerability has been detected in speaches-ai speaches up to 0.9.0-rc.3. This vulnerability affects the function PyannoteDiarizationModelManager.loadfn of the file src/speaches/executors/pyannotediarization.py of the component Pyannote Diarization Model Loading. The manipulation of th...

EUVD-2026-104321

A security vulnerability has been detected in speaches-ai speaches up to 0.9.0-rc.3. This vulnerability affects the function PyannoteDiarizationModelManager.loadfn of the file src/speaches/executors/pyannotediarization.py of the component Pyannote Diarization Model Loading. The manipulation of th...

CVE-2026-112145 speaches-ai speaches Pyannote Diarization Model Loading pyannote_diarization.py PyannoteDiarizationModelManager._load_fn externally-controlled input to select classes or code

A security vulnerability has been detected in speaches-ai speaches up to 0.9.0-rc.3. This vulnerability affects the function PyannoteDiarizationModelManager.loadfn of the file src/speaches/executors/pyannotediarization.py of the component Pyannote Diarization Model Loading. The manipulation of th...

CVE-2026-112145

A security vulnerability exists in speaches-ai speaches up to version 0.9.0-rc.3 within the Pyannote Diarization Model Loading component. The flaw resides in the PyannoteDiarizationModelManager._load_fn function located in src/speaches/executors/pyannote_diarization.py. An attacker can manipulate...

CVE-2026-112145 speaches-ai speaches Pyannote Diarization Model Loading pyannote_diarization.py PyannoteDiarizationModelManager._load_fn externally-controlled input to select classes or code

A security vulnerability has been detected in speaches-ai speaches up to 0.9.0-rc.3. This vulnerability affects the function PyannoteDiarizationModelManager.loadfn of the file src/speaches/executors/pyannotediarization.py of the component Pyannote Diarization Model Loading. The manipulation of th...

CVE-2024-3660-PoC

CVE-2024-3660 – TensorFlow Keras Arbitrary Code Execution via Malicious Model Overview CVE-2024-3660 is an arbitrary code execution vulnerability in TensorFlow's Keras framework affecting versions \ --build-arg LPORT= \ -t tfimg . && \ containerid=$docker create tfimg && \ docker cp...

CVE-2026-112145: Use of Externally-Controlled Input to Select Classes or Code

A security vulnerability has been detected in speaches-ai speaches up to 0.9.0-rc.3. This vulnerability affects the function PyannoteDiarizationModelManager.loadfn of the file src/speaches/executors/pyannotediarization.py of the component Pyannote Diarization Model Loading. The manipulation of th...

CVE-2026-111865

A security flaw has been discovered in THU-MIG yoloe up to 40cd606cabdbe2b566d6f14a6b162c89206e9a1b. This affects the function eval of the file ultralytics/nn/autobackend.py of the component AutoBackend Model Loading. The manipulation of the argument imgsz/names/kptshape results in improper...

EUVD-2026-103375

A security flaw has been discovered in THU-MIG yoloe up to 40cd606cabdbe2b566d6f14a6b162c89206e9a1b. This affects the function eval of the file ultralytics/nn/autobackend.py of the component AutoBackend Model Loading. The manipulation of the argument imgsz/names/kptshape results in improper...

CVE-2026-111865 THU-MIG yoloe AutoBackend Model Loading autobackend.py eval eval injection

A security flaw has been discovered in THU-MIG yoloe up to 40cd606cabdbe2b566d6f14a6b162c89206e9a1b. This affects the function eval of the file ultralytics/nn/autobackend.py of the component AutoBackend Model Loading. The manipulation of the argument imgsz/names/kptshape results in improper...

CVE-2026-111865

A security flaw exists in the THU-MIG yoloe project (up to commit 40cd606cabdbe2b566d6f14a6b162c89206e9a1b) within the AutoBackend Model Loading component. The vulnerability affects the eval function in the file ultralytics/nn/autobackend.py . By manipulating the imgsz/names/kpt_shape arguments, ...

CVE-2026-111865 THU-MIG yoloe AutoBackend Model Loading autobackend.py eval eval injection

A security flaw has been discovered in THU-MIG yoloe up to 40cd606cabdbe2b566d6f14a6b162c89206e9a1b. This affects the function eval of the file ultralytics/nn/autobackend.py of the component AutoBackend Model Loading. The manipulation of the argument imgsz/names/kptshape results in improper...

CVE-2026-111237

A weakness has been identified in Ultralytics FastSAM up to b4ed20c2fed75eadc5aa7d8b09fedd137b873b52. This affects the function session.getmodelmeta.custommetadatamap of the file ultralytics/nn/autobackend.py of the component AutoBackend Model Loading. This manipulation of the argument...

CVE-2026-111212

A security flaw has been discovered in ImprintLab Medical-SAM-Adapter 0.1.0-alpha/0.1.0. Affected by this issue is the function session.getmodelmeta.custommetadatamap of the file models/MobileSAMv2/ultralytics/nn/autobackend.py of the component AutoBackend Model Loading. The manipulation of the...

CVE-2026-111237

A vulnerability exists in Ultralytics FastSAM (up to commit b4ed20c2fed75eadc5aa7d8b09fedd137b873b52) within the AutoBackend Model Loading component. Specifically, the function session.get_modelmeta.custom_metadata_map in ultralytics/nn/autobackend.py is susceptible to an eval injection (CWE-95, ...

CVE-2026-111237 Ultralytics FastSAM AutoBackend Model Loading autobackend.py session.get_modelmeta.custom_metadata_map eval injection

A weakness has been identified in Ultralytics FastSAM up to b4ed20c2fed75eadc5aa7d8b09fedd137b873b52. This affects the function session.getmodelmeta.custommetadatamap of the file ultralytics/nn/autobackend.py of the component AutoBackend Model Loading. This manipulation of the argument...