# positional-encoding
2 articlestagged with “positional-encoding”
Context Window Internals
How attention decay, positional encoding limits, and memory management in transformer context windows create exploitable patterns for red team operations.
context-windowattention-decaypositional-encodinglost-in-the-middleexploitation
Context Window Exploitation
Advanced techniques for exploiting context window mechanics in LLMs, including attention dilution, positional encoding attacks, KV cache manipulation, and context boundary confusion.
prompt-injectioncontext-windowattentionpositional-encodingred-teaming