Lab 103 — DataPilot — AI SQL Injection via Natural Language Query

hackadvisor

Task: AI-powered analytics platform (DataPilot) with natural language to SQL conversion. The AI chat has guardrails against direct prompt injection but fails to sanitize SQL fragments in natural language input. Solution: UNION-based SQL injection through the AI interface by embedding SQL payloads in natural language queries, bypassing table-level access controls to extract hidden system_config table containing the flag.

sqlite sql_injection nginx union_based_sqli honeypot llm prompt_injection express_js ai natural_language_query nlq

ai_guardrail_bypasscolumn_count_matchingdecoy_flag_identificationsqlite_master_enumerationunion_based_sqli_via_ai_nlq

$ ls tags/ techniques/

sqlite sql_injection nginx union_based_sqli honeypot llm prompt_injection express_js ai natural_language_query nlq

ai_guardrail_bypasscolumn_count_matchingdecoy_flag_identificationsqlite_master_enumerationunion_based_sqli_via_ai_nlq

Analysis

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$ python3 exploit.py --target 192.168.1.1 --port 8080
[*] Connecting to target...
[+] Shell obtained!

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