Prompt Injection Detection in Retrieval Systems
Indirect prompt injection arrives through your retrieval corpus, not your chat box. We cover the detection strategies that survive when attackers write your RAG content.
Deep dives, practical guides, and incident analyses from engineers who build Safeguard. No fluff, no vendor FUD — just what you need to ship secure software.
Indirect prompt injection arrives through your retrieval corpus, not your chat box. We cover the detection strategies that survive when attackers write your RAG content.
Prompt injection is OWASP's #1 LLM risk. See real CVEs like Vanna.AI's RCE flaw and how to detect and stop it.
VAPT tools are the software used to run vulnerability assessment and penetration testing. Here is what belongs in the toolkit, how the categories differ, and how to pick the right tool for the job.
The right code security scanner depends less on which vendor's marketing sounds best and more on language coverage, false-positive rate, and whether it fits into the workflow developers already use.
CVE-2021-32803 allows crafted symlinks in tar archives to make node-tar write files outside the extraction directory via malicious npm packages.
A build artifact is the packaged output your build process produces from source code. Here is why artifacts are a critical supply chain checkpoint and how to verify their provenance.
Pickle deserialization lets attacker-controlled data execute arbitrary code on load. Here's how the exploit works, real CVEs, and how to fix it.
CVE-2021-32804 let crafted tar archives bypass node-tar path sanitization, enabling arbitrary file writes during npm package extraction.
Java deserialization gadget chains turn trusted classpath libraries into RCE. Learn how they work, key CVEs like CVE-2015-4852, and how to detect them.
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