Secure Transfer Learning: Training Clean Models against Backdoor in (Both) Pre-Trained Encoders and Downstream Datasets

Transfer learning from pre-trained encoders has become essential in modern machine learning, enabling efficient model adaptation across diverse tasks. However, this combination of pre-training and downstream adaptation creates an expanded attack surface, exposing models to sophisticated backdoor...

PT-2024-26627

Name of the Vulnerable Software and Affected Versions huggingface/transformers affected versions not specified Description The issue allows for arbitrary code execution through deserialization of untrusted data within the load repo checkpoint function of the TFPreTrainedModel class. Attackers can...

Deserialization of untrusted data

UNSUPPORTED WHEN ASSIGNED A vulnerability was found in DeepFaceLab pretrained DF.wf.288res.384.92.72.22 and classified as problematic. This issue affects the function applyxseg of the file main.py. The manipulation leads to deserialization. The attack may be initiated remotely. The complexity of ...

CVE-2024-0654

A vulnerability, which was classified as problematic, was found in DeepFaceLab pretrained DF.wf.288res.384.92.72.22. Affected is an unknown function of the file mainscripts/Util.py. The manipulation leads to deserialization. Local access is required to approach this attack. The exploit has been...

Deserialization of untrusted data

A vulnerability, which was classified as problematic, was found in DeepFaceLab pretrained DF.wf.288res.384.92.72.22. Affected is an unknown function of the file mainscripts/Util.py. The manipulation leads to deserialization. Local access is required to approach this attack. The exploit has been...

CVE-2024-0654 DeepFaceLab Util.py deserialization

A vulnerability, which was classified as problematic, was found in DeepFaceLab pretrained DF.wf.288res.384.92.72.22. Affected is an unknown function of the file mainscripts/Util.py. The manipulation leads to deserialization. Local access is required to approach this attack. The exploit has been...

PT-2024-15721 · Unknown · Deepfacelab

Name of the Vulnerable Software and Affected Versions: DeepFaceLab pretrained DF.wf.288res.384.92.72.22 Description: A problematic vulnerability was found in DeepFaceLab pretrained DF.wf.288res.384.92.72.22. The issue affects an unknown function of the file mainscripts/Util.py and leads to...

DeepFaceLab Code Issues Vulnerabilities

DeepFaceLab is a leading software for video face swapping by iperov individual developers. A code issue vulnerability exists in DeepFaceLab pretrained DF.wf.288res.384.92.72.22 version, which stems from a deserialization vulnerability in the file DFLIMG/DFLJPG.py...

Detects Clickbait Headlines Using Deep Learning: Clickbait Detector

Detects Clickbait Headlines Using Deep Learning People continually fall for clickbait and as Wired in it’s article mentioned Whether you think clickbait is on the rise, obscurant and self-negating, not such a big deal, or the root of all evil, one thing is clear about it: It’s increasingly hard t...