craw

CRAW: Codec Robust Audio Watermarking Source code for CRAW , a robust audio watermarking method built on STFT-magnitude-domain embedding. An encoder embeds a binary message into an audio clip's magnitude spectrogram phase is preserved from the clean signal; a decoder recovers the message under a...

adversarial-robustness-toolbox

Adversarial Robustness Toolbox ART v1.20 README en chino, haga clic aquí Descripción de imagen de respaldo Adversarial Robustness Toolbox ART es una librería de Python para la seguridad del aprendizaje automático. ART está alojado por la Linux Foundation AI & Data Foundation LF AI & Data. ART...

robustbench

RobustBench: un benchmark estandarizado de robustez adversarial Francesco Croce University of Tübingen, Maksym Andriushchenko EPFL, Vikash Sehwag Princeton University, Edoardo Debenedetti EPFL, Nicolas Flammarion EPFL, Mung Chiang Purdue University, Prateek Mittal Princeton University, Matthias...

deep-pwning

Deep-pwning es un framework ligero para experimentar con modelos de aprendizaje automático con el objetivo de evaluar su robustez frente a un adversario motivado. Tenga en cuenta que deep-pwning en su estado actual está lejos de madurez o completitud. Está pensado para que experimentes con él, lo...

Sec5GLoc

Sec5GLoc: Aseguramiento de la Localización Interior 5G mediante una Arquitectura de Aprendizaje Profundo Resiliente a Adversarios Nuestro trabajo aborda los desafíos de seguridad y privacidad en la localización interior 5G mediante la propuesta de una arquitectura de aprendizaje profundo resilien...

stegowiper

stegoWiper: Un ataque activo potente y flexible para interrumpir el stegomalware Durante los últimos 10 años, muchos grupos de amenazas han empleado stegomalware u otras técnicas basadas en esteganografía para atacar organizaciones de todos los sectores y en todas las regiones del mundo. Algunos...

robustness

Paquete robustness Instalación mediante pip: pip install robustness Lee la documentación: https://robustness.readthedocs.io/en/latest/index.html robustness es un paquete que creamos estudiantes del MadryLab para que entrenar, evaluar y explorar redes neuronales sea flexible y sencillo. Lo usamos ...

QuasarNix

QuasarNix: Detección de reverse shells Living-off-the-Land robusta frente a adversarios Dmitrijs Trizna · Luca Demetrio · Battista Biggio · Fabio Roli Resumen Las reverse shells living-off-the-land LOTL de Linux abusan de binarios legítimos bash, python, nc, … para establecer conexiones salientes...

StealthRL

StealthRL: Ataques de Paráfrasis mediante Aprendizaje por Refuerzo para la Evasión Multi-Detector de Detectores de Texto IA Artículo arXiv Demo Modelo Hugging Face Dataset de Referencia Hugging Face Resumen Los detectores de texto IA se utilizan cada vez más en entornos de alto riesgo, pero su...

CVE-2026-80900

In the Linux kernel, the following vulnerability has been resolved: ASoC: SDCA: Make UMP message size check more robust If message offset was larger than the buffer length the size check will pass incorrectly. Refactor the check such that it is more robust to invalid sizes...

Johnny Still Receives Spam SMS: Assessing the Robustness of SMS Spam Detection

SMS spam detection systems often achieve high accuracy in controlled environments but struggle against adversarial attacks and increasingly sophisticated spam tactics in real-world deployments. In this paper, we evaluate the robustness of SMS anti-spam systems that end users actually rely on,...

Unbreakable Enterprise kernel security update

6.12.0-204.92.4.4.3 - KVM: x86: Check for invalid/obsolete root after making MMU pages available Sean Christopherson Orabug: 39832878 CVE-2026-64561 - x86/bugs: Make Safe-RET robust against interrupt injection Borislav Petkov AMD Orabug: 39832867 CVE-2026-68480 6.12.0-204.92.4.4.2 - net: tap: set...

[SECURITY] Fedora 44 Update: mir-2.26.0-2.fc44

Mir is a Wayland display server toolkit for Linux systems, with a focus on efficiency, robust operation, and a well-defined driver model...

DNG Generator for Floating-Point Edge Cases and Image Processing Robustness Testing

This C program implements an experimental TIFF/DNG file generator intended for studying how image-processing pipelines respond to unusual metadata combinations and extreme floating-point conditions...

Font Generator for Embedded Bitmap and Color Glyph Pipeline Robustness Testing

This Python program constructs a handcrafted TrueType font file that combines multiple font subsystems - including embedded bitmap tables, color glyph definitions, glyph mapping structures, and minimal layout metadata - into a single synthetic test artifact...

ACPM Transfer Validation and Stress Testing Proof of Concept

This C program is a controlled stress-testing proof of concept designed to evaluate robustness, parameter validation, and stability of the acpmdoxfer interface under repeated high-volume calls and intentionally oversized transfer descriptors...

The Chronicles of Radio Frequency Fingerprinting

Radio Frequency Fingerprinting RFF has evolved from an early idea for radar emitter identification into a broad research field for wireless device identification and spectrum monitoring for security. Rather than presenting a conventional literature survey, this work provides a critical historical...

CVE-2026-31229

A flaw was found in the Adversarial Robustness Toolbox ART, specifically within its Kubeflow component. This vulnerability, categorized as insecure deserialization CWE-502, occurs when loading model weights without proper security restrictions. A remote attacker can exploit this by uploading a...

CVE-2026-31230

A flaw was found in Adversarial Robustness Toolbox ART. This command-line argument injection vulnerability exists in its Kubeflow component due to the unsafe use of the eval function, which parses string values from --clipvalues and --inputshape arguments. A remote attacker can exploit this by...

CVE-2026-31228

A flaw was found in the Adversarial Robustness Toolbox ART, specifically within its Kubeflow component. The robustness evaluation function for PyTorch models uses the eval function to dynamically evaluate user-supplied strings for the LossFn and Optimizer parameters without proper sanitization. A...