The torchtriton Dependency Confusion Attack on PyTorch-Ni...
How a namespace gap on PyPI let a malicious "torchtriton" package hijack PyTorch-nightly installs for five days, and what it teaches about ML supply chain security.
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.
How a namespace gap on PyPI let a malicious "torchtriton" package hijack PyTorch-nightly installs for five days, and what it teaches about ML supply chain security.
S3 misconfigurations have exposed hundreds of millions of records in breaches from Deep Root Analytics to Capital One. Here's how they happen and how to catch them.
In 2022, attackers bought an expired domain, reset a PyPI maintainer's email, and hijacked the ctx package to steal environment variables from unsuspecting installs.
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.
The November 25, 2025 Model Context Protocol release adds Tasks, formalises long-running work, and reshapes the audit story for enterprise MCP.
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.
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.
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