QRS: A Rule-Synthesizing Neuro-Symbolic Triad for Autonomous Vulnerability Discovery

Static Application Security Testing SAST tools are integral to modern DevSecOps pipelines, yet tools like CodeQL, Semgrep, and SonarQube remain fundamentally constrained: they require expert-crafted queries, generate excessive false positives, and detect only predefined vulnerability patterns...

cg-django-uaa (=2.1.9), deeplabelnet (>=0.1.0 <=0.1.16) +22 more potentially affected by CVE-2026-1287 via django (>=5.2.0 <=5.2.10)

django PYPI version =5.2.0, =0.1.0, =0.1.0, =1.3.0, =1.92.0.5, =4.2.0, =0.0.7, =3.0.0, =0.1.0, =5.2.0, =5.2.1 - djbackup =2.1.0 and more Source cves: CVE-2026-1287 Source advisory: OSV:PYSEC-2026-46...

cg-django-uaa (=2.1.9), deeplabelnet (>=0.1.0 <=0.1.16) +22 more potentially affected by CVE-2026-1207 via django (>=5.2.0 <=5.2.10)

django PYPI version =5.2.0, =0.1.0, =0.1.0, =1.3.0, =1.92.0.5, =4.2.0, =0.0.7, =3.0.0, =0.1.0, =5.2.0, =5.2.1 - djbackup =2.1.0 and more Source cves: CVE-2026-1207 Source advisory: OSV:PYSEC-2026-44...

aider-chat (=0.43.0), aimon-llamaindex (>=0.0.6 <=0.0.9) +686 more potentially affected by CVE-2025-6208 via llama-index-core (>=0.10.0 <=0.12.39)

llama-index-core PYPI version =0.10.0, =0.0.6, =1.1.0, =3.0.0, =1.7.0, =1.0.0, =0.0.3, =0.2.1, =0.2.1.dev0, =0.1.3, =0.1.169, =0.1.0, =0.3.0, =0.1.0, =0.4.0.dev2 and more Source cves: CVE-2025-6208 Source advisory: SNYK:PYTHON-LLAMAINDEXCORE-15170850...

GHSA-G82H-MGFP-JX8G vulnerabilities

Vulnerabilities for packages: python...

GHSA-4C67-8Q63-XRXQ vulnerabilities

Vulnerabilities for packages: python...

GHSA-X85F-J5V8-5VRV vulnerabilities

Vulnerabilities for packages: python...

GHSA-HFPW-X3FG-WMMG vulnerabilities

Vulnerabilities for packages: python...

GHSA-6RV6-R2F2-GQRC vulnerabilities

Vulnerabilities for packages: python...

GHSA-5MC7-P6PJ-R3F5 vulnerabilities

Vulnerabilities for packages: python...

CVE-2026-0865 vulnerabilities

Vulnerabilities for packages: python...

CVE-2025-15282 vulnerabilities

Vulnerabilities for packages: python...

CVE-2025-12781 vulnerabilities

Vulnerabilities for packages: python...

CVE-2025-15367 vulnerabilities

Vulnerabilities for packages: python...

GHSA-G82H-MGFP-JX8G vulnerabilities

Vulnerabilities for packages: python...

GHSA-4C67-8Q63-XRXQ vulnerabilities

Vulnerabilities for packages: python...

CVE-2026-0865 vulnerabilities

Vulnerabilities for packages: python...

GHSA-39H2-3MQ3-959G vulnerabilities

Vulnerabilities for packages: python...

GHSA-X85F-J5V8-5VRV vulnerabilities

Vulnerabilities for packages: python...

GHSA-HFPW-X3FG-WMMG vulnerabilities

Vulnerabilities for packages: python...