Cumulative Reward on Space Invaders
1,653.48Cumulative RewardNo Attack
Evaluation results
| Method | Links | |
|---|---|---|
| No AttackThreat Model=White-box, Target Policy=PPO2026.02 | 1,653.48 | |
| No AttackThreat Model=Black-box, Target Policy=PPO2026.02 | 1,653.48 | |
| No AttackThreat Model=White-box, Target Policy=TRPO2026.02 | 1,456.26 | |
| No AttackThreat Model=Black-box, Target Policy=TRPO2026.02 | 1,456.26 | |
| No AttackThreat Model=White-box, Target Policy=A3C2026.02 | 1,185.42 | |
| No AttackThreat Model=Black-box, Target Policy=A3C2026.02 | 1,185.42 | |
| No AttackThreat Model=White-box, Target Policy=DQN2026.02 | 1,005.38 | |
| No AttackThreat Model=Black-box, Target Policy=DQN2026.02 | 1,005.38 | |
| S-TThreat Model=White-box, Target Policy=PPO2026.02 | 219.27 | |
| S-TThreat Model=Black-box, Target Policy=PPO2026.02 | 219.27 | |
| S-TThreat Model=White-box, Target Policy=DQN2026.02 | 210.32 | |
| S-TThreat Model=Black-box, Target Policy=DQN2026.02 | 210.32 | |
| S-TThreat Model=White-box, Target Policy=TRPO2026.02 | 208.93 | |
| S-TThreat Model=Black-box, Target Policy=TRPO2026.02 | 208.93 | |
| S-TThreat Model=White-box, Target Policy=A3C2026.02 | 189.56 | |
| S-TThreat Model=Black-box, Target Policy=A3C2026.02 | 189.56 | |
| EDGEThreat Model=White-box, Target Policy=A3C2026.02 | 189.32 | |
| EDGEThreat Model=Black-box, Target Policy=A3C2026.02 | 189.32 | |
| EDGEThreat Model=White-box, Target Policy=PPO2026.02 | 188.93 | |
| EDGEThreat Model=Black-box, Target Policy=PPO2026.02 | 188.93 | |
| SkipThreat Model=White-box, Target Policy=PPO2026.02 | 185.39 | |
| SkipThreat Model=Black-box, Target Policy=PPO2026.02 | 185.39 | |
| AdvRL-GANThreat Model=White-box, Target Policy=A3C2026.02 | 176.32 | |
| AdvRL-GANThreat Model=Black-box, Target Policy=A3C2026.02 | 176.32 | |
| EDGEThreat Model=White-box, Target Policy=TRPO2026.02 | 172.34 | |
| EDGEThreat Model=Black-box, Target Policy=TRPO2026.02 | 172.34 | |
| AdvRL-GANThreat Model=White-box, Target Policy=PPO2026.02 | 170.32 | |
| AdvRL-GANThreat Model=Black-box, Target Policy=PPO2026.02 | 170.32 | |
| SkipThreat Model=White-box, Target Policy=DQN2026.02 | 169.8 | |
| SkipThreat Model=Black-box, Target Policy=DQN2026.02 | 169.8 | |
| AdvRL-GANThreat Model=White-box, Target Policy=TRPO2026.02 | 166.26 | |
| AdvRL-GANThreat Model=Black-box, Target Policy=TRPO2026.02 | 166.26 | |
| PA-ADThreat Model=White-box, Target Policy=A3C2026.02 | 163.52 | |
| PA-ADThreat Model=Black-box, Target Policy=A3C2026.02 | 163.52 | |
| AdvRL-GANThreat Model=White-box, Target Policy=DQN2026.02 | 160.32 | |
| AdvRL-GANThreat Model=Black-box, Target Policy=DQN2026.02 | 160.32 | |
| EDGEThreat Model=White-box, Target Policy=DQN2026.02 | 156.33 | |
| EDGEThreat Model=Black-box, Target Policy=DQN2026.02 | 156.33 | |
| PA-ADThreat Model=White-box, Target Policy=DQN2026.02 | 151.27 | |
| PA-ADThreat Model=Black-box, Target Policy=DQN2026.02 | 151.27 | |
| FGSMThreat Model=White-box, Target Policy=PPO2026.02 | 149.23 | |
| FGSMThreat Model=Black-box, Target Policy=PPO2026.02 | 149.23 | |
| SkipThreat Model=White-box, Target Policy=A3C2026.02 | 145.83 | |
| SkipThreat Model=Black-box, Target Policy=A3C2026.02 | 145.83 | |
| SkipThreat Model=White-box, Target Policy=TRPO2026.02 | 141.56 | |
| SkipThreat Model=Black-box, Target Policy=TRPO2026.02 | 141.56 | |
| FGSMThreat Model=White-box, Target Policy=TRPO2026.02 | 138.23 | |
| FGSMThreat Model=Black-box, Target Policy=TRPO2026.02 | 138.23 | |
| FGSMThreat Model=White-box, Target Policy=A3C2026.02 | 136.34 | |
| FGSMThreat Model=Black-box, Target Policy=A3C2026.02 | 136.34 | |
| PA-ADThreat Model=White-box, Target Policy=TRPO2026.02 | 132.84 | |
| PA-ADThreat Model=Black-box, Target Policy=TRPO2026.02 | 132.84 | |
| PIAThreat Model=White-box, Target Policy=DQN2026.02 | 123.57 | |
| PIAThreat Model=Black-box, Target Policy=DQN2026.02 | 123.57 | |
| FGSMThreat Model=White-box, Target Policy=DQN2026.02 | 123.5 | |
| FGSMThreat Model=Black-box, Target Policy=DQN2026.02 | 123.5 | |
| PIAThreat Model=White-box, Target Policy=TRPO2026.02 | 104.72 | |
| PIAThreat Model=Black-box, Target Policy=TRPO2026.02 | 104.72 | |
| TSGEThreat Model=White-box, Target Policy=DQN2026.02 | 103.42 | |
| TSGEThreat Model=Black-box, Target Policy=DQN2026.02 | 103.42 | |
| PIAThreat Model=White-box, Target Policy=A3C2026.02 | 98.47 | |
| PIAThreat Model=Black-box, Target Policy=A3C2026.02 | 98.47 | |
| PIAThreat Model=White-box, Target Policy=PPO2026.02 | 93.42 | |
| PIAThreat Model=Black-box, Target Policy=PPO2026.02 | 93.42 | |
| PA-ADThreat Model=White-box, Target Policy=PPO2026.02 | 89.73 | |
| PA-ADThreat Model=Black-box, Target Policy=PPO2026.02 | 89.73 | |
| TSGEThreat Model=White-box, Target Policy=A3C2026.02 | 86.43 | |
| TSGEThreat Model=Black-box, Target Policy=A3C2026.02 | 86.43 | |
| TSGEThreat Model=White-box, Target Policy=TRPO2026.02 | 79.98 | |
| TSGEThreat Model=Black-box, Target Policy=TRPO2026.02 | 79.98 | |
| AATThreat Model=Black-box, Target Policy=DQN2026.02 | 68.59 | |
| AATThreat Model=White-box, Target Policy=PPO2026.02 | 61.38 | |
| AATThreat Model=Black-box, Target Policy=PPO2026.02 | 61.38 | |
| AATThreat Model=White-box, Target Policy=TRPO2026.02 | 60.35 | |
| AATThreat Model=Black-box, Target Policy=TRPO2026.02 | 60.35 | |
| TSGEThreat Model=White-box, Target Policy=PPO2026.02 | 59.87 | |
| TSGEThreat Model=Black-box, Target Policy=PPO2026.02 | 59.87 | |
| AATThreat Model=White-box, Target Policy=DQN2026.02 | 59.59 | |
| AATThreat Model=White-box, Target Policy=A3C2026.02 | 51.26 | |
| AATThreat Model=Black-box, Target Policy=A3C2026.02 | 51.26 |