Tag
#red-team
2 posts tagged red-team.
- red-team
GCG-Class Adversarial Suffix Attacks: A 2026 Practitioner Primer
The math, the cost curve, and why optimization-based attacks are now within reach of solo practitioners. With reproducible setup and what defenders actually need to do.
- attacks
Membership Inference Attacks: What Actually Works Against Production ML APIs
Shokri et al.'s shadow-model attack is the canonical reference, but the gap between the paper's threat model and a real rate-limited API is wide. Here's what survives that gap.