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Application Security

How GitHub used secret scanning to reach 'inbox zero' on ...

GitHub spent nine months clearing 20,000+ secret scanning alerts across 15,000 repos, finding 90% were noise. Here's how they beat alert fatigue, and how Safeguard automates it.

Jul 1, 20267 min read
Application Security

Reducing false positives in secret scanning with context-...

Regex-based secret scanners like GitHub Advanced Security flood teams with false positives. Here's how context-aware LLM reasoning cuts the noise without missing real leaked credentials.

Jul 1, 20267 min read
Application Security

DAST vs SAST vs IAST: choosing the right testing method

SAST, DAST, and IAST each test different things. Here's how Checkmarx positions its platform, and where Safeguard's supply chain approach fits alongside it.

Jun 28, 20268 min read
Application Security

False positives vs. false negatives in security scanning

False positives waste engineering time; false negatives cause breaches. A verifiable, metrics-based look at how Safeguard and Checkmarx approach scan accuracy.

Jun 28, 20267 min read
Application Security

Vulnerability assessment vs. penetration testing

Vulnerability assessment and penetration testing solve different problems. Here's how Safeguard's supply chain approach compares to Checkmarx's AppSec platform.

Jun 28, 20267 min read
Application Security

CVE-2021-25287: Buffer overflow in Pillow SGI decoder

A heap buffer overflow in Pillow's SGI image decoder (CVE-2021-25287) let crafted images corrupt memory. Here's the impact, fix, and remediation guidance.

Jun 27, 20268 min read
Application Security

CVE-2021-25288: Buffer overflow in Pillow FLI decoder

CVE-2021-25288 is a buffer overflow in Pillow's FLI decoder, fixed in Pillow 8.1.0. Here's what's affected, the risk profile, and how to remediate.

Jun 27, 20268 min read
Application Security

How AppSec teams cut false-positive triage time

AppSec teams drown in false positives. See how Safeguard's supply-chain-native triage compares to Checkmarx's SAST-driven approach on reachability, context, and workflow fit.

Jun 26, 20268 min read
Application Security

API security and the rise of shadow/zombie APIs

Shadow and zombie APIs caused breaches at Optus, T-Mobile, and Peloton. Here's why code-scanning tools miss them and what API security best practices actually work.

Jun 26, 20267 min read

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