bordair-detector

Bordair Detector A two-stage detector for prompt injection and jailbreak attempts in LLM inputs. A regex gate settles the easy majority of traffic without touching the model; anything ambiguous falls through to a quantised DeBERTa-v3 classifier running in ONNX. The same engine covers image,...

DeBERTa-ConPara: Attack-Aware and Deployment-Realistic Detection of AI-Generated Text

Robust detection of AI-generated text under deployment conditions is challenging: distribution shifts across domains and generators, adversarial perturbations of the input surface, and the absence of target-domain labels for threshold calibration all degrade detectors that perform well in-domain...

azureml-designer-pytorch-modules (>=0.0.1, <=0.0.12), deberta (0.1.4) +10 more potentially affected by CVE-2025-3730 via torch (1.3.0)

torch PYPI version 1.3.0 is affected by a known vulnerability. The following packages have a transitive dependency on torch and may be impacted: - azureml-designer-pytorch-modules =0.0.1, =0.0.3, =1.3.0, =0.1.0, =0.1.0, =0.2.0a2, =0.1.0, =0.1.1 Source cves: CVE-2025-3730 Source advisory:...

azureml-designer-pytorch-modules (>=0.0.1, <=0.0.12), deberta (0.1.4) +10 more potentially affected by CVE-2026-4538 via torch (1.3.0)

torch PYPI version 1.3.0 is affected by a known vulnerability. The following packages have a transitive dependency on torch and may be impacted: - azureml-designer-pytorch-modules =0.0.1, =0.0.3, =1.3.0, =0.1.0, =0.1.0, =0.2.0a2, =0.1.0, =0.1.1 Source cves: CVE-2026-4538 Source advisory:...

azureml-designer-pytorch-modules (>=0.0.1, <=0.0.12), deberta (0.1.4) +10 more potentially affected by CVE-2026-24747 via torch (1.3.0)

torch PYPI version 1.3.0 is affected by a known vulnerability. The following packages have a transitive dependency on torch and may be impacted: - azureml-designer-pytorch-modules =0.0.1, =0.0.3, =1.3.0, =0.1.0, =0.1.0, =0.2.0a2, =0.1.0, =0.1.1 Source cves: CVE-2026-24747 Source advisory:...

Interpretable Ransomware Detection Using Hybrid Large Language Models: A Comparative Analysis of BERT, RoBERTa, and DeBERTa through LIME and SHAP

Ransomware continues to evolve in complexity, making early and explainable detection a critical requirement for modern cybersecurity systems. This study presents a comparative analysis of three Transformer-based Large Language Models LLMs BERT, RoBERTa, and DeBERTa for ransomware detection using...

azureml-designer-pytorch-modules (>=0.0.1, <=0.0.12), deberta (0.1.4) +10 more potentially affected by CVE-2025-55560 via torch (1.3.0)

torch PYPI version 1.3.0 is affected by a known vulnerability. The following packages have a transitive dependency on torch and may be impacted: - azureml-designer-pytorch-modules =0.0.1, =0.0.3, =1.3.0, =0.1.0, =0.1.0, =0.2.0a2, =0.1.0, =0.1.1 Source cves: CVE-2025-55560 Source advisory:...

azureml-designer-pytorch-modules (>=0.0.1, <=0.0.12), deberta (0.1.4) +10 more potentially affected by CVE-2025-55553 via torch (1.3.0)

torch PYPI version 1.3.0 is affected by a known vulnerability. The following packages have a transitive dependency on torch and may be impacted: - azureml-designer-pytorch-modules =0.0.1, =0.0.3, =1.3.0, =0.1.0, =0.1.0, =0.2.0a2, =0.1.0, =0.1.1 Source cves: CVE-2025-55553 Source advisory:...

azureml-designer-pytorch-modules (>=0.0.1, <=0.0.12), deberta (0.1.4) +10 more potentially affected by CVE-2025-55551 via torch (1.3.0)

torch PYPI version 1.3.0 is affected by a known vulnerability. The following packages have a transitive dependency on torch and may be impacted: - azureml-designer-pytorch-modules =0.0.1, =0.0.3, =1.3.0, =0.1.0, =0.1.0, =0.2.0a2, =0.1.0, =0.1.1 Source cves: CVE-2025-55551 Source advisory:...

azureml-designer-pytorch-modules (>=0.0.1, <=0.0.12), deberta (0.1.4) +10 more potentially affected by CVE-2025-46148 via torch (1.3.0)

torch PYPI version 1.3.0 is affected by a known vulnerability. The following packages have a transitive dependency on torch and may be impacted: - azureml-designer-pytorch-modules =0.0.1, =0.0.3, =1.3.0, =0.1.0, =0.1.0, =0.2.0a2, =0.1.0, =0.1.1 Source cves: CVE-2025-46148 Source advisory:...

azureml-designer-pytorch-modules (>=0.0.1, <=0.0.12), deberta (0.1.4) +10 more potentially affected by CVE-2025-32434 via torch (1.3.0)

torch PYPI version 1.3.0 is affected by a known vulnerability. The following packages have a transitive dependency on torch and may be impacted: - azureml-designer-pytorch-modules =0.0.1, =0.0.3, =1.3.0, =0.1.0, =0.1.0, =0.2.0a2, =0.1.0, =0.1.1 Source cves: CVE-2025-32434 Source advisory:...

azureml-designer-pytorch-modules (>=0.0.1, <=0.0.12), deberta (0.1.4) +10 more potentially affected by CVE-2025-3730 via torch (1.3.0)

torch PYPI version 1.3.0 is affected by a known vulnerability. The following packages have a transitive dependency on torch and may be impacted: - azureml-designer-pytorch-modules =0.0.1, =0.0.3, =1.3.0, =0.1.0, =0.1.0, =0.2.0a2, =0.1.0, =0.1.1 Source cves: CVE-2025-3730 Source advisory:...

azureml-designer-pytorch-modules (>=0.0.1, <=0.0.12), deberta (0.1.4) +10 more potentially affected by CVE-2025-3001 via torch (1.3.0)

torch PYPI version 1.3.0 is affected by a known vulnerability. The following packages have a transitive dependency on torch and may be impacted: - azureml-designer-pytorch-modules =0.0.1, =0.0.3, =1.3.0, =0.1.0, =0.1.0, =0.2.0a2, =0.1.0, =0.1.1 Source cves: CVE-2025-3001 Source advisory:...

azureml-designer-pytorch-modules (>=0.0.1, <=0.0.12), deberta (0.1.4) +10 more potentially affected by CVE-2025-3000 via torch (1.3.0)

torch PYPI version 1.3.0 is affected by a known vulnerability. The following packages have a transitive dependency on torch and may be impacted: - azureml-designer-pytorch-modules =0.0.1, =0.0.3, =1.3.0, =0.1.0, =0.1.0, =0.2.0a2, =0.1.0, =0.1.1 Source cves: CVE-2025-3000 Source advisory:...

azureml-designer-pytorch-modules (>=0.0.1, <=0.0.12), deberta (0.1.4) +10 more potentially affected by CVE-2025-2999 via torch (1.3.0)

torch PYPI version 1.3.0 is affected by a known vulnerability. The following packages have a transitive dependency on torch and may be impacted: - azureml-designer-pytorch-modules =0.0.1, =0.0.3, =1.3.0, =0.1.0, =0.1.0, =0.2.0a2, =0.1.0, =0.1.1 Source cves: CVE-2025-2999 Source advisory:...

azureml-designer-pytorch-modules (>=0.0.1, <=0.0.12), deberta (0.1.4) +10 more potentially affected by CVE-2025-2953 via torch (1.3.0)

torch PYPI version 1.3.0 is affected by a known vulnerability. The following packages have a transitive dependency on torch and may be impacted: - azureml-designer-pytorch-modules =0.0.1, =0.0.3, =1.3.0, =0.1.0, =0.1.0, =0.2.0a2, =0.1.0, =0.1.1 Source cves: CVE-2025-2953 Source advisory:...

azureml-designer-pytorch-modules (>=0.0.1, <=0.0.12), deberta (0.1.4) +10 more potentially affected by CVE-2024-31584 via torch (1.3.0)

torch PYPI version 1.3.0 is affected by a known vulnerability. The following packages have a transitive dependency on torch and may be impacted: - azureml-designer-pytorch-modules =0.0.1, =0.0.3, =1.3.0, =0.1.0, =0.1.0, =0.2.0a2, =0.1.0, =0.1.1 Source cves: CVE-2024-31584 Source advisory:...

azureml-designer-pytorch-modules (>=0.0.1, <=0.0.12), deberta (0.1.4) +10 more potentially affected by CVE-2024-31580 via torch (1.3.0)

torch PYPI version 1.3.0 is affected by a known vulnerability. The following packages have a transitive dependency on torch and may be impacted: - azureml-designer-pytorch-modules =0.0.1, =0.0.3, =1.3.0, =0.1.0, =0.1.0, =0.2.0a2, =0.1.0, =0.1.1 Source cves: CVE-2024-31580 Source advisory:...

azureml-designer-pytorch-modules (>=0.0.1, <=0.0.12), deberta (0.1.4) +10 more potentially affected by CVE-2024-31580 via torch (1.3.0)

torch PYPI version 1.3.0 is affected by a known vulnerability. The following packages have a transitive dependency on torch and may be impacted: - azureml-designer-pytorch-modules =0.0.1, =0.0.3, =1.3.0, =0.1.0, =0.1.0, =0.2.0a2, =0.1.0, =0.1.1 Source cves: CVE-2024-31580 Source advisory:...