InjecAgent
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Attack Success Rate | InjecAgent | Attack Success Rate (ASR)88.3 | 32 | |
| Prompt Injection Attack | InjecAgent | ASR @ 1 Attempt0 | 32 | |
| Targeted Attack | InjecAgent | ASR@347.97 | 31 | |
| Tool Attack Defense | InjecAgent random topology (test) | ASR@10.375 | 16 | |
| Indirect Prompt Injection | InjecAgent | Base ASR0.3 | 12 | |
| RAG Poisoning Defense | Extended InjecAgent RAG Poisoning | ASR0 | 12 | |
| Prompt Injection Defense | InjecAgent | ASR0 | 9 | |
| App Data Stealing Defense | Extended InjecAgent App Data Stealing | ASR0 | 9 | |
| App Compromise Defense | Extended InjecAgent App Compromise | ASR0 | 9 | |
| Tool-agent security evaluation | InjecAgent | ASR0 | 6 | |
| Indirect injection interception | InjecAgent all malicious 100 samples | Interception Rate (IR)100 | 2 | |
| Attack Detection | InjecAgent Agentic Attacks | Detection Rate0.99 | 2 |
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