#LLM security

2 articles tagged

Data stream passing through a filter that turns bright particles into neutral tokens on a server rack

Engineering · Aug 1, 2026 · 14 min read

Redact PII before it reaches the LLM: a 2026 DPDP-ready build guide

A code-level build guide for stripping personal data before it reaches an LLM: detection engines compared, reversible tokenization, India identifier patterns, and where the DPDP Act 2023 raises the stakes to a 250 crore

Manu Shukla

#PII redaction #DPDP Act #LLM security

Shield deflecting a glowing arrow from an AI model core over dark code panels

Engineering · Jul 27, 2026 · 12 min read

CodeQL 2.26.0 flags AI prompt injection: the 2026 code scanning setup guide

GitHub shipped a CodeQL query on 10 July 2026 that catches prompt injection in code review: js/system-prompt-injection flags untrusted input flowing into an AI model's system prompt. Here is what it detects, how to turn

Manu Shukla

#CodeQL #prompt injection #GitHub code scanning