Mal-AAEGAN: Adversarial Autoencoder with Double-Critic WGAN-GP for Malware Generation

Machine-learning ML malware detectors are known to be vulnerable to adversarial samples. Generative adversarial networks GANs such as MalGAN, Mal-LSGAN, and our previous Mal-D2GAN can craft adversarial malware to probe and harden these detectors, yet they operate directly on a high-dimensional,...

discourse-sso-oidc-bridge-consideratio (>=0.1.8, <=0.1.9), enochecker (0.0.5) +7 more potentially affected by CVE-2026-102598 via werkzeug (0.15.2)

werkzeug PYPI version 0.15.2 is affected by a known vulnerability. The following packages have a transitive dependency on werkzeug and may be impacted: - discourse-sso-oidc-bridge-consideratio =0.1.8, =0.0.2, =1.0.22, =1.0.28.3 Source cves: CVE-2026-102598 Source advisory: OSV:PYSEC-2026-4312...

Broad and Efficient PII Detection with Unified Labels

Personally Identifiable Information PII detection models must efficiently find identifiers across diverse contexts while maintaining a low false-positive rate FPR on high-volume traffic. Recent detectors increasingly rely on complex architectures that raise deployment cost, yet many are fine-tune...

reward-exploit-detector

Pre-Rollout Reward-Exploit Detector Task-level QA for RL envi...

mimikatz-detector-busylight

Controlador detector de Mimikatz - Busylight Emulación de controlador USB HID con PID/VID 0x3bca/0x27bb de Plenom A/S Busylight Alpha, compatible con Mimikatz. Cuando se ejecuta mimikatz, de forma predeterminada se crea un subproceso que intenta localizar uno de los busylights compatibles. Se...

web_exploit_detector

Web Exploit Detector Introducción Web Exploit Detector es una aplicación Node.js y un módulo NPM utilizada para detectar posibles infecciones, código malicioso y archivos sospechosos en entornos de alojamiento web. Esta aplicación está pensada para ejecutarse en servidores web que alojen uno o má...

log4j-detector

Log4-detector Escáner que detecta versiones vulnerables de Log4J para ayudar a los equipos a evaluar su exposición a CVE-2021-44228 CRÍTICA, CVE-2021-45046, CVE-2021-45105 y CVE-2021-44832. Puede buscar instancias de Log4J examinando cuidadosamente el sistema de archivos completo, incluyendo toda...

red-detector

Red-Detector Descripción Escanea tu instancia EC2 para encontrar sus vulnerabilidades usando Vuls https://vuls.io/en/. Audita tu instancia EC2 para encontrar configuraciones de seguridad incorrectas usando Lynis https://cisofy.com/solutions/lynis. Escanea tu instancia EC2 en busca de signos de un...

log4j-cve-2021-44228

Playbook dello scanner detector Log4j-CVE-2021-44228 Playbook Ansible per verificare gli host Linux di destinazione utilizzando lo script detector ufficiale Red Hat Log4j per Log4Shell CVE-2021-44228. Detector Red Hat versione 1.3 del 2022-01-10. Il risultato viene salvato in un file txt in...

CLEANSTART-2026-CC29276 Security fix for GHSA-259r-337f-4rfw applied in: node-problem-detector 0.8.25-r1

Security vulnerability affects the node-problem-detector package. This issue is resolved in later releases. See references for vulnerability details...

CLEANSTART-2026-YK40300 Prometheus is an open-source monitoring system and time series database

Security vulnerability affects the node-problem-detector package. Prometheus is an open-source monitoring system and time series database...

CLEANSTART-2026-GD06163 Prometheus is an open-source monitoring system and time series database

Security vulnerability affects the node-problem-detector package. Prometheus is an open-source monitoring system and time series database...

CLEANSTART-2026-KZ65595 Prometheus is an open-source monitoring system and time series database

Security vulnerability affects the node-problem-detector package. Prometheus is an open-source monitoring system and time series database...

CLEANSTART-2026-IN42122 Security fix for GHSA-hrxh-6v49-42gf applied in: external-secrets-operator-fips 2.7.0-r1, node-problem-detector 0.8.25-r1

GHSA-hrxh-6v49-42gf affects multiple packages. This issue is resolved in later releases. See references for individual vulnerability details...

PT-2026-117173

Security vulnerability affects the node-problem-detector package. This issue is resolved in later releases. See references for vulnerability details...

EUVD-2026-42894

PraisonAI: Prompt-injection defense blocks only when 3+ detector families fire simultaneously; realistic single-vector injections pass through unblocked...

SonicWall SMA 1000 12.5.0 Exposure Detector

SonicWall SMA 1000 versions 12.4.3 and 12.5.0 contain vulnerabilities addressed by fixed builds 12.4.3-03526 and 12.5.0-02952. This tool performs read-only HTTPS checks to fingerprint WorkPlace portals and assess their advertised firmware patch state...

discourse-sso-oidc-bridge-consideratio (>=0.1.8, <=0.1.9), enochecker (0.0.5) +7 more potentially affected by CVE-2026-102598 via werkzeug (0.15.2)

werkzeug PYPI version 0.15.2 is affected by a known vulnerability. The following packages have a transitive dependency on werkzeug and may be impacted: - discourse-sso-oidc-bridge-consideratio =0.1.8, =0.0.2, =1.0.22, =1.0.28.3 Source cves: CVE-2026-102598 Source advisory: OSV:GHSA-G6X2-HCCM-HH4M...

gremlinpython (>=3.2.2rc1, <=3.3.0), shot-detector (>=0.0.4.dev68, <=0.0.5.dev3) +4 more potentially affected by CVE-2026-103261 via tornado (4.4.1)

tornado PYPI version 4.4.1 is affected by a known vulnerability. The following packages have a transitive dependency on tornado and may be impacted: - gremlinpython =3.2.2rc1, =0.0.4.dev68, =0.1.0, =0.0.0, =0.0.1, =0.1.0, =0.1.6 Source cves: CVE-2026-103261 Source advisory: OSV:GHSA-3HV7-MJH2-FV6...

gremlinpython (>=3.2.2rc1, <=3.3.0), shot-detector (>=0.0.4.dev68, <=0.0.5.dev3) +4 more potentially affected by CVE-2026-103262 +1 more via tornado (4.4.1)

tornado PYPI version 4.4.1 is affected by a known vulnerability. The following packages have a transitive dependency on tornado and may be impacted: - gremlinpython =3.2.2rc1, =0.0.4.dev68, =0.1.0, =0.0.0, =0.0.1, =0.1.0, =0.1.6 Source cves: CVE-2026-103262, CVE-2026-49855 Source advisory:...