The new DDoS: Unicode confusables can't fool LLMs, but they can 5x your API bill Can pixel-identical Unicode homoglyphs fool LLM contract review? I tested 8 attack types against GPT-5.2, Claude Sonnet 4.6, and others with 130+ API calls. The models read through every substitution. But confusable characters fragment into multi-byte BPE tokens, turning a failed comprehension attack into a 5x billing attack. Call it Denial of Spend.
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張小姐說：「如果它現在才由零開始，那可能真的要從普通食肆開始慢慢去做，到真的發展成熟了，也許再看看火鍋跟燒烤能不能也搞，也許就不會有那麼多反對聲音。」
Failure of Safe Defaults: The default state of a generated key via the GCP API panel permits access to the sensitive Gemini API (assuming it’s enabled). A user creating a key for a map widget is unknowingly generating a credential capable of administrative actions.