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...

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...

MIG-COW: Transferable Adversarial Attacks on Deepfake Detectors Via Gradient Decomposition

Despite recent advances, deepfake detectors remain vulnerable to adversarial examples, particularly in diverse, real-world settings. We propose MIG-COW, a novel adversarial attack framework that generates highly generalizable and visually imperceptible adversarial examples. By combining...

Mitigating Black-Box Score-Based Query Attacks Via Gradient Confusion

Score-based black-box adversarial attacks pose a serious threat to deployed machine learning systems by exploiting repeated model queries to craft adversarial examples, requiring neither access to model parameters nor architecture. Existing defenses predominantly rely on stochastic output...

Malicious code in next-vit (PyPI)

Source: kam193 73640a478461ae5d518554306c8634153281076132c77533736ec77d96230834 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...

EUVD-2017-3358

Malware in sbrugna...

Vision Transformers: the Threat of Realistic Adversarial Patches

The increasing reliance on machine learning systems has made their security a critical concern. Evasion attacks enable adversaries to manipulate the decision-making processes of AI systems, potentially causing security breaches or misclassification of targets. Vision Transformers ViTs have gained...

CVE-2017-11748

VIT Spider Player 2.5.3 has an untrusted search path, allowing DLL hijacking via a Trojan horse dwmapi.dll, olepro32.dll, dsound.dll, or AUDIOSES.dll file...

DeeCLIP: a Robust and Generalizable Transformer-Based Framework for Detecting AI-Generated Images

This paper introduces DeeCLIP, a novel framework for detecting AI-generated images using CLIP-ViT and fusion learning. Despite significant advancements in generative models capable of creating highly photorealistic images, existing detection methods often struggle to generalize across different...

MAL-2024-11646 Malicious code in next-vit (PyPI)

--- -= Per source details. Do not edit below this line.=- Source: kam193 73640a478461ae5d518554306c8634153281076132c77533736ec77d96230834 A campaign of probably pentest packages flooding PYPI. Installing the package or importing the module triggers reporting basic info like hostname, path and the...

Malicious code in next-vit (PyPI)

--- -= Per source details. Do not edit below this line.=- Source: kam193 73640a478461ae5d518554306c8634153281076132c77533736ec77d96230834 A campaign of probably pentest packages flooding PYPI. Installing the package or importing the module triggers reporting basic info like hostname, path and the...

USN-6418-1 nodejs vulnerabilities

It was discovered that Node.js incorrectly handled certain inputs. If a user or an automated system were tricked into opening a specially crafted input file, a remote attacker could possibly use this issue to cause a denial of service. This issue was only fixed in Ubuntu 20.04 LTS. CVE-2021-22883...

WordPress Vit Website Reviews Plugin <= 2.1.0 is vulnerable to Cross Site Scripting (XSS)

Software Vit Website Reviews Type Plugin Vulnerable versions = 2.1.0 Fixed in N/A OWASP Top 10 A3: Injection Classification Cross Site Scripting XSS CVE CVE-2023-33999 Patch priority Medium CVSS severity Medium 7.1 Developer Claim ownership PSID b5f10604cd46 Credits Rafie Muhammad Patchstack...

WordPress Vit Website Reviews plugin <= 2.1.0 - Toggle The Debug Mode via Cross-Site Request Forgery (CSRF) vulnerability

Toggle The Debug Mode via Cross-Site Request Forgery CSRF vulnerability discovered in WordPress Vit Website Reviews plugin versions = 2.1.0. Solution No patched version available...

WordPress Vit Website Reviews plugin <= 2.1.0 - Sensitive Information Disclosure vulnerability

Sensitive Information Disclosure vulnerability discovered in WordPress Vit Website Reviews plugin versions = 2.1.0. Solution No patched version available...

VIT Spider Player Untrusted Search Path Vulnerability

VIT Spider Player is an audio player that supports audio files in MP3, AAC, WMA, OGG and FLAC formats. A security vulnerability exists in VIT Spider Player version 2.5.3. The vulnerability can be exploited by attackers to hijack DLLs with the help of malicious dwmapi.dll, olepro32.dll, dsound.dll...

Design/Logic Flaw

VIT Spider Player 2.5.3 has an untrusted search path, allowing DLL hijacking via a Trojan horse dwmapi.dll, olepro32.dll, dsound.dll, or AUDIOSES.dll file...

CVE-2017-11748

VIT Spider Player 2.5.3 has an untrusted search path, allowing DLL hijacking via a Trojan horse dwmapi.dll, olepro32.dll, dsound.dll, or AUDIOSES.dll file...

CVE-2017-11748

VIT Spider Player 2.5.3 has an untrusted search path, allowing DLL hijacking via a Trojan horse dwmapi.dll, olepro32.dll, dsound.dll, or AUDIOSES.dll file...

CVE-2017-11748

CVE-2017-11748 affects VIT Spider Player 2.5.3 and is caused by an untrusted search path that enables DLL hijacking through Trojan horse dwmapi.dll, olepro32.dll, dsound.dll, or AUDIOSES.dll. The vulnerability could allow loading of malicious DLLs, potentially impacting the running process. The c...