949 matches found
DeeCLIP
DeeCLIP: A Robust and Generalizable Transformer-Based Framework for Detecting AI-Generated Images ☀️ If you find this work useful for your research, please kindly star our repo and cite our paper! ☀️ TODO We are working hard on the following items: Release ArXiv paper Release training scripts...
attack-attention
Attacking Attention of Foundation Models Effectively Disrupts Downstream Tasks Official PyTorch implementation of the paper "Attacking Attention of Foundation Models Effectively Disrupts Downstream Tasks" , accepted in the Adversarial Machine Learning on Computer Vision: Foundation Models + X ADV...
Agentic-CLIP-Benchmark
Agentic-CLIP-Benchmark: Zero-Shot Evaluation on CIFAR-10 -green.svg This project implements a robust, automated pipeline for evaluating OpenAI's CLIP ViT-B/32 model on the full CIFAR-10 test set 10,000 images. Developed using an AI Native workflow Trae IDE , it achieves a high-precision zero-shot...
Guided Zero-Shot Anomaly Explanation for Anonymized Crowd Video Monitoring: Context, Categorization, and Spatial Localization
Despite the promising development of deep learning for video anomaly detection VAD, explainability XAI of these models remains a challenge. Explainable and privacy-protecting VAD builds transparency and trust that facilitates adoption of computer vision systems, including safety and security...
CVE-2026-112283
A flaw was found in libbluray. By supplying a specially crafted Clip Information .clpi file with an excessively large point value, an attacker can trigger uncontrolled memory and processor consumption during parsing. This issue can lead to system or application resource exhaustion, resulting in a...
CLSA-2026-1769610819 kernel: Fix of 42 CVEs
Bluetooth: hcisysfs: Fix attempting to call deviceadd multiple times CVE-2022-50419 - firewire: net: fix use after free in fwnetfinishincomingpacket CVE-2023-53432 - wifi: brcmfmac: fix use-after-free bug in brcmfnetdevstartxmit CVE-2022-50408 - wifi: brcmfmac: slab-out-of-bounds read in...
PT-2026-99319
Name of the Vulnerable Software and Affected Versions vllm versions prior to 0.29.0 Description The software fails to enforce the VLLM MAX AUDIO CLIP FILESIZE MB limit during multimodal chat audio decoding. This allows unauthenticated clients to bypass file size restrictions by submitting oversiz...
Region-Level Black-Box Defense against Stealthy Embedding-Space Backdoors in CLIP
Contrastive Language--Image Pretraining CLIP has emerged as a dominant vision backbone due to its strong transferability and zero-shot capabilities. However, recent studies reveal a critical vulnerability: embedding-space backdoor attacks. By poisoning only a tiny fraction of image--text pairs,...
Robot Visions: Breaking ReCAPTCHA at Zero Cost and Zero Shot
Google reCAPTCHA is the most widely deployed visual CAPTCHA service, protecting hundreds of thousands of websites from automated bots. It serves as a critical line of defense against automated attacks, including credential stuffing, bulk account creation, and automated form abuse. It has proven...
Astra Linux – Vulnerability found in Linux 5.10, Linux 6.1, and Linux 5.15
In the Linux kernel, the following vulnerability has been resolved: atm: clip: Fixed an infinite recursive call of clippush. syzbot reported the issue below. 0 This occurs when we call ioctlATMARPMKIP more than once. During the first call, clipmkip sets clippush to vcc-push; the second call copie...
pytorch-clip-interrogator (>=2023.2.19.0, <=2023.2.19.1), stochasticx (>=0.0.14, <=0.0.19) +2 more potentially affected by CVE-2026-69112 via accelerate (0.14.0)
accelerate PYPI version 0.14.0 is affected by a known vulnerability. The following packages have a transitive dependency on accelerate and may be impacted: - pytorch-clip-interrogator =2023.2.19.0, =0.0.14, =0.1.0, =0.0.7, =0.0.9 Source cves: CVE-2026-69112 Source advisory: OSV:PYSEC-2026-3804...
khoj-assistant (>=0.1.0, <=0.3.0a1676209086), lama-cleaner (>=0.24.0, <=0.29.1) +1 more potentially affected by CVE-2026-9856 via transformers (4.21.0)
transformers PYPI version 4.21.0 is affected by a known vulnerability. The following packages have a transitive dependency on transformers and may be impacted: - khoj-assistant =0.1.0, =0.24.0, =0.29.1 - med-clip-weixiong 0.0.5 Source cves: CVE-2026-9856 Source advisory: OSV:PYSEC-2026-3929...
pytorch-clip-interrogator (>=2023.2.19.0, <=2023.2.19.1), stochasticx (>=0.0.14, <=0.0.19) +2 more potentially affected by CVE-2026-69112 via accelerate (0.14.0)
accelerate PYPI version 0.14.0 is affected by a known vulnerability. The following packages have a transitive dependency on accelerate and may be impacted: - pytorch-clip-interrogator =2023.2.19.0, =0.0.14, =0.1.0, =0.0.7, =0.0.9 Source cves: CVE-2026-69112 Source advisory: OSV:GHSA-4J2P-28Q2-5M7...
khoj-assistant (>=0.1.0, <=0.3.0a1676209086), lama-cleaner (>=0.24.0, <=0.29.1) +1 more potentially affected by CVE-2026-9856 via transformers (4.21.0)
transformers PYPI version 4.21.0 is affected by a known vulnerability. The following packages have a transitive dependency on transformers and may be impacted: - khoj-assistant =0.1.0, =0.24.0, =0.29.1 - med-clip-weixiong 0.0.5 Source cves: CVE-2026-9856 Source advisory: OSV:GHSA-XRQW-3RRV-VX5W...
fashion-clip (>=0.1.1, <=0.1.2), parallel-corpus-mnbvc (>=1.0.0, <=1.0.8) potentially affected by CVE-2026-66007 via datasets (2.10.0)
datasets PYPI version 2.10.0 is affected by a known vulnerability. The following packages have a transitive dependency on datasets and may be impacted: - fashion-clip =0.1.1, =1.0.0, =1.0.8 Source cves: CVE-2026-66007 Source advisory: OSV:GHSA-379C-QX7V-6H59...
fashion-clip (>=0.1.1, <=0.1.2), parallel-corpus-mnbvc (>=1.0.0, <=1.0.8) potentially affected by CVE-2026-66007 via datasets (2.10.0)
datasets PYPI version 2.10.0 is affected by a known vulnerability. The following packages have a transitive dependency on datasets and may be impacted: - fashion-clip =0.1.1, =1.0.0, =1.0.8 Source cves: CVE-2026-66007 Source advisory: OSV:PYSEC-2026-3716...
Windows Clip Service Privilege Escalation
The vulnerability of the Windows Clip Service on Windows operating systems arises due to synchronization errors when using a shared resource. Exploiting this vulnerability can allow an attacker to increase their privileges...
Malicious code in fc-clip (PyPI)
Source: kam193 e13c5bc599f0fffb5c78c22855a708ec4b4d9e4ecafc4868d45f1be980a6d519 A campaign of probably pentest packages flooding PYPI. Installing the package or importing the module triggers reporting basic info like hostname, path and the username to the package author. There is no other purpose...
Malicious code in clip-logger (PyPI)
Source: kam193 0ee6244e4630a085f305c933f50283a232dda9e0d8e0ba3bab2bb880e53a736d The package contains code to steal clipboard content to a predefined remote location. If run in the right way, the code will periodically check the clipboard and if the content matches the pattern, exfiltrates it. Ear...
