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Open Source Security

Auto-triage rules for Dependabot pull requests at scale

Dependabot floods teams with PRs, but not every alert deserves equal attention. Here's how auto-triage rules cut noise at scale, and where GHAS falls short.

Jun 29, 20268 min read
AppSec

Network Hacking Tools Attackers Use — and How Defenders Answer

A defender's field guide to the network hacking tools attackers reach for — reconnaissance, sniffing, exploitation, credential attacks — and the detection and control that answers each class.

Jun 29, 20268 min read
Software Supply Chain Security

SBOM as a supply chain defense strategy

SBOMs turn "are we affected?" from a weeks-long fire drill into a query. Here's how they defend against real supply chain attacks like Log4Shell and XZ Utils.

Jun 29, 20267 min read
Vulnerability Analysis

CVE-2021-33203: Path traversal via Django admindocs

CVE-2021-33203 let authenticated Django staff users traverse outside admindocs' template directory. Here's what's affected, real severity context, and how to remediate.

Jun 29, 20268 min read
Software Supply Chain Security

GitHub dependency graph and dependency review explained

How GitHub Dependency Graph and Dependency Review actually work, what GitHub Advanced Security adds on top, and where the coverage gaps are for teams relying on manifest-only scanning.

Jun 29, 20267 min read
Vulnerability Analysis

CVE-2020-9402: SQL injection via Django GIS functions

CVE-2020-9402 let attackers inject SQL through GeoDjango's tolerance parameter on Oracle backends. Here's what's affected, severity context, and how to remediate.

Jun 29, 20269 min read
Vulnerability Analysis

CVE-2022-34265: SQL injection via Trunc/Extract database ...

A technical breakdown of CVE-2022-34265, the Django SQL injection flaw in Trunc() and Extract(), covering affected versions, risk, and remediation steps.

Jun 29, 20267 min read
Software Supply Chain Security

Preventing malicious packages with automated detection

Malicious npm and PyPI packages skip CVEs entirely. Here's how attackers get them published and how automated detection catches them before they ship.

Jun 29, 20266 min read
Software Supply Chain Security

License compliance checks for open source dependencies on...

GitHub Advanced Security scans for vulnerabilities, not license risk. Here's what real open source license compliance requires—and where GHAS falls short.

Jun 29, 20267 min read

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