## Chart: Stealthiness vs. Detection Likelihood and ASR
### Overview
The image is a combination bar and line chart comparing stealthiness levels (High, Medium, Low) against detection rate (left y-axis) and attack success rate (right y-axis). The stealthiness levels are on the x-axis. The detection rate is represented by a blue line, while the attack success rate is represented by red bars.
### Components/Axes
* **Title:** Stealthiness vs. Detection Likelihood and ASR
* **X-axis:** Stealth Class, with categories: High (encoded/meta), Medium (roleplay), Low (direct)
* **Left Y-axis:** Detection Rate (%), with scale from 0 to 70
* **Right Y-axis:** Attack Success Rate (%), with scale from 60 to 90
* **Data Series 1:** Detection Rate (Blue Line)
* **Data Series 2:** Attack Success Rate (Red Bars)
### Detailed Analysis
**Attack Success Rate (Red Bars):**
* **High (encoded/meta):** The bar extends to approximately 21%.
* **Medium (roleplay):** The bar extends to approximately 39%.
* **Low (direct):** The bar extends to approximately 88%.
**Detection Rate (Blue Line):**
* **High (encoded/meta):** The line starts at approximately 44%.
* **Medium (roleplay):** The line peaks at approximately 87%.
* **Low (direct):** The line ends at approximately 60%.
### Key Observations
* As stealthiness decreases (from High to Low), the attack success rate increases significantly.
* The detection rate peaks at the medium stealthiness level and is lower at both high and low stealthiness levels.
### Interpretation
The chart suggests an inverse relationship between stealthiness and attack success rate. When stealth is high, attacks are less likely to succeed, and when stealth is low, attacks are more likely to succeed. The detection rate is highest at medium stealth, which could indicate that medium stealth tactics are more easily detectable than high or low stealth tactics. The data implies that while high stealth reduces attack success, it also reduces the likelihood of detection. Conversely, low stealth increases attack success but also increases the likelihood of detection. Medium stealth appears to be a compromise, with a higher detection rate but a moderate attack success rate.
