Hi, every one!
This is the official repository for DeepfakesAdvTrack, the practice session of the course Artificial Intelligence Security, Attacks and Defenses which is offered to graduate students of UCAS in the spring of 2025.
Name: Artificial Intelligence Security, Attacks and Defenses (180206081104P3005H)
Semester: Spring 2025
Chief Professor: Jing Dong, Professor, Institute of Automation CAS
Lecturer: Bo Peng, Associate Professor, Institute of Automation CAS
Teaching Assistant (TA): Zheling Meng, Ph.D. Candidate, Institute of Automation CAS, mengzheling2023@ia.ac.cn
If you encounter any issue, feel free to raise an issue in this repo or contact with the TA. If you feel it a good repo, star it!
- [2025-05-15] New! DeepfakesAdvTrack Leaderboard (Test-2 results) has been updated!
- [2025-05-11] New! DeepfakesAdvTrack Leaderboard (Week 11) has been updated!
- [2025-05-06] New! DeepfakesAdvTrack Leaderboard (Week 10) has been updated!
- [2025-04-27] New! DeepfakesAdvTrack Leaderboard (Week 8 ~ 9) has been updated!
- [2025-04-10] New! DeepfakesAdvTrack val and test data has been released!
- [2025-04-04] New! DeepfakesAdvTrack has been released! Let's try it!
- Deepfake Detection
- Deepfake Generation
| Team | Week | AUC | Time |
|---|---|---|---|
| 蒙的都队 | Week 9 | 0.9394 | 0.0258 |
| Momo | Week 11 | 0.9370 | 0.0058 |
| 蒙的都队 | Week 11 | 0.9370 | 0.0087 |
| MoyuSquad | Week 11 | 0.9312 | 0.0515 |
| Momo | Week 10 | 0.8899 | 0.0058 |
| 安全对抗小组 | Week 11 | 0.8729 | 0.0167 |
| AISC is my goal | Week 10 | 0.8523 | 0.0398 |
| MoyuSquad | Week 10 | 0.8490 | 0.0480 |
| space1 | Week 10 | 0.8391 | 0.0112 |
| MoyuSquad | Week 9 | 0.8148 | 0.0344 |
| DeeperFake | Week 11 | 0.8066 | 0.0176 |
| TEAM_Gee_Knee_Thai_May | Week 9 | 0.7842 | 0.1546 |
| AI_2025_Team | Week 11 | 0.7582 | 0.0186 |
| space1 | Week 11 | 0.7344 | 0.0113 |
| Baseline | - | 0.6741 | 0.0243 |
| space1 | Week 9 | 0.6412 | 0.0112 |
| AAA深度伪造对抗 | Week 11 | 0.6251 | 0.0836 |
| 在P了 | Week 11 | 0.5470 | 0.1868 |
| Donot_Push_Us | Week 11 | 0.5152 | 0.0026 |
| 满分队 | Week 11 | 0.3468 | 0.0700 |
| Team | AUC | Time |
|---|---|---|
| Momo | 0.9731 | 0.0028 |
| 蒙的都队 | 0.9526 | 0.0088 |
| AI_2025_Team | 0.9382 | 0.1092 |
| MoyuSquad | 0.9262 | 0.0365 |
| Donot_Push_Us | 0.9024 | 0.0009 |
| 安全对抗小组 | 0.8987 | 0.0259 |
| DeeperFake | 0.8679 | 0.0159 |
| AISC is my goal | 0.8624 | 0.0238 |
| space1 | 0.8225 | 0.0113 |
| Gee_Knee_Thai_May | 0.7906 | 0.0326 |
| 在P了 | 0.7493 | 0.0291 |
| 满分队 | 0.7366 | 0.0301 |
| AAA深度伪造对抗 | 0.6260 | 0.1100 |
| Team | Week | SSIM | Noise | ID_score | AntiDet_score | Overall_score |
|---|---|---|---|---|---|---|
| 满分队 | Week 11 | 0.9577 | -0.0755 | 0.6441 | 0.7031 | 2.2293 |
| DeeperFake | Week 11 | 0.9579 | -0.0754 | 0.6532 | 0.6727 | 2.2083 |
| vs_code | Week 11 | 0.9513 | -0.1020 | 0.6233 | 0.7243 | 2.1969 |
| AISC is my goal | Week 8 | 0.9559 | -0.1025 | 0.6237 | 0.7184 | 2.1955 |
| Gee_Knee_Thai_May | Week 8 | 0.9352 | -0.0863 | 0.7350 | 0.6043 | 2.1881 |
| Donot_Push_US | Week 11 | 0.9349 | -0.0867 | 0.7300 | 0.5962 | 2.1744 |
| 在P了 | Week 11 | 0.9262 | -0.0997 | 0.7249 | 0.6152 | 2.1667 |
| deepcopy | Week 10 | 0.9277 | -0.0994 | 0.7231 | 0.5553 | 2.1067 |
| deepcopy | Week 11 | 0.8955 | -0.3889 | 0.7103 | 0.5620 | 1.7790 |
| AISC is my goal | Week 11 | 0.9306 | -0.1118 | 0.6465 | 0.2269 | 1.6923 |
| MoyuSquad | Week 11 | 0.9074 | -0.3408 | 0.5591 | 0.5422 | 1.6678 |
| baseline | - | 0.9495 | -0.0000 | 0.5921 | 0.0250 | 1.5666 |
| MoyuSquad | Week 10 | 0.8945 | -0.9010 | 0.5559 | 0.9845 | 1.5339 |
| MoyuSquad | Week 9 | 0.9444 | -0.2207 | 0.4777 | 0.1604 | 1.3618 |