# Android malware detection on Transcendent Drebin feature space

Source: [Android malware detection on Transcendent Drebin feature space](<https://www.sota2.com/research/sota/android-malware-detection-on-transcendent-drebin-feature-space>)

Collection index: [llms.txt](<https://www.sota2.com/research/llms.txt>)

Data updated: 2026-03-23T10:14:01.778Z

Evaluation of Android malware detection performance using the Transcendent Drebin feature space, reporting metrics such as AUT, ΔBase, ΔIC, and ΔDCB.

A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage.

| Scope | Recorded value |
| --- | --- |
| Task | Android malware detection |
| Dataset (including any stated split) | Transcendent Drebin feature space |
| Metric | AUT |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 25 of 25 |
| Coverage | All results currently returned for this benchmark |

Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol.

## Metrics

- [AUT](<https://www.sota2.com/research/sota/android-malware-detection-on-transcendent-drebin-feature-space.md?metric=AUT>): Higher is better; unit: SCALAR.

- [Delta Base (ΔBase)](<https://www.sota2.com/research/sota/android-malware-detection-on-transcendent-drebin-feature-space.md?metric=Delta%20Base%20(%CE%94Base)>): Higher is better; unit: SCALAR.

- [Delta IC (ΔIC)](<https://www.sota2.com/research/sota/android-malware-detection-on-transcendent-drebin-feature-space.md?metric=Delta%20IC%20(%CE%94IC)>): Higher is better; unit: SCALAR.

- [Delta DCB (ΔDCB)](<https://www.sota2.com/research/sota/android-malware-detection-on-transcendent-drebin-feature-space.md?metric=Delta%20DCB%20(%CE%94DCB)>): Higher is better; unit: SCALAR.

## Recorded results

| Method | AUT | Result date | Report paper |
| --- | --- | --- | --- |
| DRMD | 76.65 | Not recorded | 68fa7ae71e209131cea85d16 |
| DRMD | 76.43 | Not recorded | 68fa7ae71e209131cea85d16 |
| DRMD | 76.38 | Not recorded | 68fa7ae71e209131cea85d16 |
| DRMD | 76.04 | Not recorded | 68fa7ae71e209131cea85d16 |
| DRMD | 75.22 | Not recorded | 68fa7ae71e209131cea85d16 |
| DRMD | 75.07 | Not recorded | 68fa7ae71e209131cea85d16 |
| DRMD | 74.98 | Not recorded | 68fa7ae71e209131cea85d16 |
| DRMD | 74.9 | Not recorded | 68fa7ae71e209131cea85d16 |
| DRMD | 74.82 | Not recorded | 68fa7ae71e209131cea85d16 |
| DRMD | 74.79 | Not recorded | 68fa7ae71e209131cea85d16 |
| DRMD | 74.17 | Not recorded | 68fa7ae71e209131cea85d16 |
| DRMD | 73.53 | Not recorded | 68fa7ae71e209131cea85d16 |
| DRMD | 73.51 | Not recorded | 68fa7ae71e209131cea85d16 |
| DRMD | 73.32 | Not recorded | 68fa7ae71e209131cea85d16 |
| DRMD | 73.04 | Not recorded | 68fa7ae71e209131cea85d16 |
| DRMD | 73 | Not recorded | 68fa7ae71e209131cea85d16 |
| DRMD | 72.67 | Not recorded | 68fa7ae71e209131cea85d16 |
| DRMD | 72.5 | Not recorded | 68fa7ae71e209131cea85d16 |
| DRMD | 71.06 | Not recorded | 68fa7ae71e209131cea85d16 |
| DRMD | 70.65 | Not recorded | 68fa7ae71e209131cea85d16 |
| DRMD | 63.26 | Not recorded | 68fa7ae71e209131cea85d16 |
| DRMD | 61.92 | Not recorded | 68fa7ae71e209131cea85d16 |
| DRMD | 59.91 | Not recorded | 68fa7ae71e209131cea85d16 |
| DRMD | 59.44 | Not recorded | 68fa7ae71e209131cea85d16 |
| DRMD | 58.07 | Not recorded | 68fa7ae71e209131cea85d16 |

### DRMD

AUT: 76.65. Result ID: 69c1110247f34ce924a9093a.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7ae71e209131cea85d16.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7ae71e209131cea85d16.md>)

Recorded evaluation configuration: {"AL":"200","Rej":"400"}. This record does not assert independent reproduction.

### DRMD

AUT: 76.43. Result ID: 69c1110247f34ce924a9093f.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7ae71e209131cea85d16.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7ae71e209131cea85d16.md>)

Recorded evaluation configuration: {"AL":"400","Rej":"400"}. This record does not assert independent reproduction.

### DRMD

AUT: 76.38. Result ID: 69c1110247f34ce924a90939.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7ae71e209131cea85d16.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7ae71e209131cea85d16.md>)

Recorded evaluation configuration: {"AL":"200","Rej":"200"}. This record does not assert independent reproduction.

### DRMD

AUT: 76.04. Result ID: 69c1110247f34ce924a9093e.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7ae71e209131cea85d16.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7ae71e209131cea85d16.md>)

Recorded evaluation configuration: {"AL":"400","Rej":"200"}. This record does not assert independent reproduction.

### DRMD

AUT: 75.22. Result ID: 69c1110247f34ce924a90938.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7ae71e209131cea85d16.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7ae71e209131cea85d16.md>)

Recorded evaluation configuration: {"AL":"200","Rej":"100"}. This record does not assert independent reproduction.

### DRMD

AUT: 75.07. Result ID: 69c1110247f34ce924a9093d.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7ae71e209131cea85d16.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7ae71e209131cea85d16.md>)

Recorded evaluation configuration: {"AL":"400","Rej":"100"}. This record does not assert independent reproduction.

### DRMD

AUT: 74.98. Result ID: 69c1110247f34ce924a90937.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7ae71e209131cea85d16.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7ae71e209131cea85d16.md>)

Recorded evaluation configuration: {"AL":"200","Rej":"50"}. This record does not assert independent reproduction.

### DRMD

AUT: 74.9. Result ID: 69c1110247f34ce924a90935.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7ae71e209131cea85d16.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7ae71e209131cea85d16.md>)

Recorded evaluation configuration: {"AL":"100","Rej":"400"}. This record does not assert independent reproduction.

### DRMD

AUT: 74.82. Result ID: 69c1110247f34ce924a90930.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7ae71e209131cea85d16.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7ae71e209131cea85d16.md>)

Recorded evaluation configuration: {"AL":"50","Rej":"400"}. This record does not assert independent reproduction.

### DRMD

AUT: 74.79. Result ID: 69c1110247f34ce924a9093c.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7ae71e209131cea85d16.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7ae71e209131cea85d16.md>)

Recorded evaluation configuration: {"AL":"400","Rej":"50"}. This record does not assert independent reproduction.

### DRMD

AUT: 74.17. Result ID: 69c1110247f34ce924a90934.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7ae71e209131cea85d16.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7ae71e209131cea85d16.md>)

Recorded evaluation configuration: {"AL":"100","Rej":"200"}. This record does not assert independent reproduction.

### DRMD

AUT: 73.53. Result ID: 69c1110247f34ce924a9092f.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7ae71e209131cea85d16.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7ae71e209131cea85d16.md>)

Recorded evaluation configuration: {"AL":"50","Rej":"200"}. This record does not assert independent reproduction.

### DRMD

AUT: 73.51. Result ID: 69c1110247f34ce924a90933.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7ae71e209131cea85d16.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7ae71e209131cea85d16.md>)

Recorded evaluation configuration: {"AL":"100","Rej":"100"}. This record does not assert independent reproduction.

### DRMD

AUT: 73.32. Result ID: 69c1110247f34ce924a90932.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7ae71e209131cea85d16.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7ae71e209131cea85d16.md>)

Recorded evaluation configuration: {"AL":"100","Rej":"50"}. This record does not assert independent reproduction.

### DRMD

AUT: 73.04. Result ID: 69c1110247f34ce924a9092e.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7ae71e209131cea85d16.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7ae71e209131cea85d16.md>)

Recorded evaluation configuration: {"AL":"50","Rej":"100"}. This record does not assert independent reproduction.

### DRMD

AUT: 73. Result ID: 69c1110247f34ce924a9092d.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7ae71e209131cea85d16.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7ae71e209131cea85d16.md>)

Recorded evaluation configuration: {"AL":"50","Rej":"50"}. This record does not assert independent reproduction.

### DRMD

AUT: 72.67. Result ID: 69c1110247f34ce924a90936.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7ae71e209131cea85d16.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7ae71e209131cea85d16.md>)

Recorded evaluation configuration: {"AL":"200","Rej":"0"}. This record does not assert independent reproduction.

### DRMD

AUT: 72.5. Result ID: 69c1110247f34ce924a9093b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7ae71e209131cea85d16.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7ae71e209131cea85d16.md>)

Recorded evaluation configuration: {"AL":"400","Rej":"0"}. This record does not assert independent reproduction.

### DRMD

AUT: 71.06. Result ID: 69c1110247f34ce924a90931.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7ae71e209131cea85d16.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7ae71e209131cea85d16.md>)

Recorded evaluation configuration: {"AL":"100","Rej":"0"}. This record does not assert independent reproduction.

### DRMD

AUT: 70.65. Result ID: 69c1110247f34ce924a9092c.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7ae71e209131cea85d16.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7ae71e209131cea85d16.md>)

Recorded evaluation configuration: {"AL":"50","Rej":"0"}. This record does not assert independent reproduction.

### DRMD

AUT: 63.26. Result ID: 69c1110247f34ce924a9092b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7ae71e209131cea85d16.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7ae71e209131cea85d16.md>)

Recorded evaluation configuration: {"AL":"0","Rej":"400"}. This record does not assert independent reproduction.

### DRMD

AUT: 61.92. Result ID: 69c1110247f34ce924a9092a.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7ae71e209131cea85d16.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7ae71e209131cea85d16.md>)

Recorded evaluation configuration: {"AL":"0","Rej":"200"}. This record does not assert independent reproduction.

### DRMD

AUT: 59.91. Result ID: 69c1110247f34ce924a90929.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7ae71e209131cea85d16.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7ae71e209131cea85d16.md>)

Recorded evaluation configuration: {"AL":"0","Rej":"100"}. This record does not assert independent reproduction.

### DRMD

AUT: 59.44. Result ID: 69c1110247f34ce924a90928.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7ae71e209131cea85d16.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7ae71e209131cea85d16.md>)

Recorded evaluation configuration: {"AL":"0","Rej":"50"}. This record does not assert independent reproduction.

### DRMD

AUT: 58.07. Result ID: 69c1110247f34ce924a90927.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7ae71e209131cea85d16.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7ae71e209131cea85d16.md>)

Recorded evaluation configuration: {"AL":"0","Rej":"0"}. This record does not assert independent reproduction.

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