Tag
#red-team
4 posts tagged red-team.
- red-team
Why Your Prompt Injection Guardrails Fail: A Practitioner's Tour of Bypass Classes
Vendor 'AI guardrails' detect 80% of textbook payloads and 30% of real ones. Here's how attackers actually bypass them — and what your detection layer is missing.
- red-team
OSCP and CEH in 2026: What Carries Over to AI Red Teaming
A Reddit offer to teach OSCP and CEH fundamentals for free surfaces a question every traditional pentester should answer: which of those skills transfer when the target is an LLM system?
- red-team
FlashRT: Optimization-Based LLM Red-Teaming Without the 264 GB GPU Bill
A new framework cuts GPU memory for long-context adversarial attacks by up to 4x and runtime by up to 7x, making optimization-based prompt injection and knowledge corruption testing accessible outside hyperscaler infrastructure.
- prompt-injection
FlashRT cuts the GPU bill on long-context prompt injection attacks
A new optimization-based red-teaming framework claims 2–7x speedup and 2–4x lower memory than nanoGCG against 32K-context LLMs, putting GCG-class attacks back inside the budget of academic and small-team red teams.