# logprobs
4 articlestagged with “logprobs”
API-Based Model Extraction
Deep dive into extracting proprietary model capabilities through systematic API querying, active learning strategies, logprob exploitation, soft-label distillation, and evasion of query anomaly detection systems.
model-extractionapi-attacksdistillationactive-learninglogprobsquery-strategy
Prompt Leakage via Log Probabilities
Extract system prompt information using token log probability analysis.
labslogprobsprompt-leakageadvanced
Lab: Log Probability Analysis for Attacks
Use token log probabilities to extract information about training data, system prompts, and model internals.
labslogprobsanalysisintermediate
System Prompt Extraction via Token Probabilities
Exploit token probability APIs to reconstruct hidden system prompts character by character.
labslogprobssystem-promptintermediate