Equation 3 · Part 9 · The Attack Surface That Reads
Ending index or upper bound: n
What this part means
This label says where the repeated addition, multiplication, or accumulation stops. It sets the last term or end of the range.
Its job in the formula
n appears in the bound of this product. The bound states where the repeated operation starts, ends, or which values it includes.
Full expression→Ending index or upper bound: n→Article meaning
The passage around this formula
Here is the modelling error to avoid. Suppose a request passes n independent detection layers, each of which fails to catch a given malicious input with probability . It is tempting to write the bypass probability of the stack as . and conclude that four layers at ten percent leakage each give one bypass in ten thousand. That number is…
Learn the underlying idea
Σ adds a collection of terms. Π multiplies them. The lower and upper labels tell you which terms belong to the collection.
Open the illustrated sums and products: repeat an operation over an index guide →
See this notation across published equations →
Sources cited in the article section
- [10] The Instruction Hierarchy: Training LLMs to Prioritize Privileged Instructions ↗
- [11] Lessons from Defending Gemini Against Indirect Prompt Injections ↗
- [12] Mitigating prompt injection attacks with a layered defense strategy ↗
These citations provide research context; check each source for the exact claim it supports.