Targeted Hashing Attack on NUS-WIDE
81.67t-MAPPrototype code
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Prototype codeHashing Model=HashNet, Bit Length=48 bits2021.05 | 81.67 | — | — | — | |
| Prototype codeCode length (bits)=48 bits2021.05 | 81.5 | — | — | — | |
| Prototype codeCode length (bits)=32 bits2021.05 | 81.34 | — | — | — | |
| Prototype codeCode length (bits)=24 bits2021.05 | 80.71 | — | — | — | |
| Prototype codeHashing Model=HashNet, Bit Length=32 bits2021.05 | 80.67 | — | — | — | |
| Prototype codeHashing Model=DPH, Bit Length=32 bits2021.05 | 79.85 | — | — | — | |
| Prototype codeHashing Model=DPH, Bit Length=24 bits2021.05 | 79.83 | — | — | — | |
| Anchor codeHashing Model=HashNet, Bit Length=48 bits2021.05 | 79.56 | — | — | — | |
| Prototype codeCode length (bits)=12 bits2021.05 | 79.04 | — | — | — | |
| Prototype codeHashing Model=DPH, Bit Length=48 bits2021.05 | 78.79 | — | — | — | |
| ProS-GANCode length (bits)=48 bits2021.05 | 78.75 | — | — | — | |
| ProS-GANHashing Model=DPH, Bit Length=32 bits2021.05 | 78.62 | — | — | — | |
| Prototype codeHashing Model=HashNet, Bit Length=24 bits2021.05 | 78.58 | — | — | — | |
| ProS-GANHashing Model=HashNet, Bit Length=48 bits2021.05 | 78.48 | — | — | — | |
| Anchor codeCode length (bits)=32 bits2021.05 | 78.4 | — | — | — | |
| ProS-GANIteration=1, Code length=32 bits2021.05 | 78.25 | 1.87 | 0.005 | — | |
| ProS-GANCode length (bits)=32 bits2021.05 | 78.25 | — | — | — | |
| ProS-GANCode length (bits)=24 bits2021.05 | 78.21 | — | — | — | |
| Anchor codeCode length (bits)=48 bits2021.05 | 78.12 | — | — | — | |
| Prototype codeHashing Model=DPH, Bit Length=12 bits2021.05 | 78.01 | — | — | — | |
| Anchor codeHashing Model=HashNet, Bit Length=32 bits2021.05 | 77.92 | — | — | — | |
| ProS-GANCode length (bits)=12 bits2021.05 | 77.73 | — | — | — | |
| ProS-GANHashing Model=DPH, Bit Length=48 bits2021.05 | 77.62 | — | — | — | |
| Anchor codeCode length (bits)=24 bits2021.05 | 77.41 | — | — | — | |
| DHTA + I-FGSMIteration=100, Code length=32 bits2021.05 | 77.26 | 2.57 | 0.28 | — | |
| ProS-GANHashing Model=HashNet, Bit Length=32 bits2021.05 | 76.95 | — | — | — | |
| ProS-GANHashing Model=DPH, Bit Length=24 bits2021.05 | 76.87 | — | — | — | |
| DHTAHashing Model=HashNet, Bit Length=48 bits2021.05 | 76.29 | — | — | — | |
| Anchor codeHashing Model=DPH, Bit Length=48 bits2021.05 | 75.97 | — | — | — | |
| Anchor codeHashing Model=DPH, Bit Length=32 bits2021.05 | 75.94 | — | — | — | |
| DHTACode length (bits)=48 bits2021.05 | 75.93 | — | — | — | |
| Anchor codeHashing Model=DPH, Bit Length=24 bits2021.05 | 75.72 | — | — | — | |
| Anchor codeHashing Model=HashNet, Bit Length=24 bits2021.05 | 75.68 | — | — | — | |
| DHTAIteration=2000, Code length=32 bits2021.05 | 75.65 | 0.8 | 5.601 | — | |
| DHTACode length (bits)=32 bits2021.05 | 75.65 | — | — | — | |
| ProS-GANHashing Model=DPH, Bit Length=12 bits2021.05 | 75.57 | — | — | — | |
| DHTACode length (bits)=24 bits2021.05 | 75.52 | — | — | — | |
| Anchor codeCode length (bits)=12 bits2021.05 | 75.15 | — | — | — | |
| ProS-GANHashing Model=HashNet, Bit Length=24 bits2021.05 | 75.06 | — | — | — | |
| DHTAHashing Model=DPH, Bit Length=32 bits2021.05 | 74.29 | — | — | — | |
| Anchor codeHashing Model=DPH, Bit Length=12 bits2021.05 | 74.25 | — | — | — | |
| DHTAHashing Model=DPH, Bit Length=48 bits2021.05 | 74.07 | — | — | — | |
| DHTACode length (bits)=12 bits2021.05 | 74.04 | — | — | — | |
| Prototype codeHashing Model=HashNet, Bit Length=12 bits2021.05 | 73.99 | — | — | — | |
| DHTAHashing Model=DPH, Bit Length=24 bits2021.05 | 73.86 | — | — | — | |
| DHTAHashing Model=HashNet, Bit Length=32 bits2021.05 | 73.83 | — | — | — | |
| P2PCode length (bits)=48 bits2021.05 | 73.26 | — | — | — | |
| P2PHashing Model=HashNet, Bit Length=48 bits2021.05 | 73.17 | — | — | — | |
| DHTAHashing Model=DPH, Bit Length=12 bits2021.05 | 72.75 | — | — | — | |
| P2PCode length (bits)=32 bits2021.05 | 71.98 | — | — | — | |
| P2PHashing Model=HashNet, Bit Length=32 bits2021.05 | 71.72 | — | — | — | |
| P2PCode length (bits)=24 bits2021.05 | 71.44 | — | — | — | |
| P2PHashing Model=DPH, Bit Length=48 bits2021.05 | 71.38 | — | — | — | |
| ProS-GANHashing Model=HashNet, Bit Length=12 bits2021.05 | 71.29 | — | — | — | |
| DHTAHashing Model=HashNet, Bit Length=24 bits2021.05 | 71.25 | — | — | — | |
| P2PHashing Model=DPH, Bit Length=32 bits2021.05 | 71 | — | — | — | |
| P2PHashing Model=DPH, Bit Length=24 bits2021.05 | 70.79 | — | — | — | |
| Anchor codeHashing Model=HashNet, Bit Length=12 bits2021.05 | 70.41 | — | — | — | |
| P2PCode length (bits)=12 bits2021.05 | 70.33 | — | — | — | |
| P2PHashing Model=DPH, Bit Length=12 bits2021.05 | 69.66 | — | — | — | |
| P2PHashing Model=HashNet, Bit Length=24 bits2021.05 | 69.28 | — | — | — | |
| DHTA + FGSMIteration=1, Code length=32 bits2021.05 | 66.78 | 3.09 | 0.02 | — | |
| DHTAHashing Model=HashNet, Bit Length=12 bits2021.05 | 66.23 | — | — | — | |
| P2PHashing Model=HashNet, Bit Length=12 bits2021.05 | 65.16 | — | — | — | |
| OriginalCode length (bits)=48 bits2021.05 | 55.86 | — | — | 71.21 | |
| NoiseCode length (bits)=48 bits2021.05 | 55.83 | — | — | — | |
| OriginalCode length (bits)=32 bits2021.05 | 55.67 | — | — | 71.33 | |
| NoiseCode length (bits)=32 bits2021.05 | 55.61 | — | — | — | |
| OriginalCode length (bits)=24 bits2021.05 | 55.57 | — | — | 70.8 | |
| OriginalCode length (bits)=12 bits2021.05 | 55.51 | — | — | 69.54 | |
| OriginalHashing Model=HashNet, Bit Length=32 bits2021.05 | 55.4 | — | — | 72.62 | |
| OriginalHashing Model=HashNet, Bit Length=48 bits2021.05 | 55.31 | — | — | 73.78 | |
| OriginalHashing Model=HashNet, Bit Length=24 bits2021.05 | 54.99 | — | — | 70.69 | |
| NoiseCode length (bits)=24 bits2021.05 | 54.59 | — | — | — | |
| OriginalHashing Model=DPH, Bit Length=48 bits2021.05 | 54.59 | — | — | 71.5 | |
| OriginalHashing Model=DPH, Bit Length=32 bits2021.05 | 54.58 | — | — | 71.23 | |
| OriginalHashing Model=DPH, Bit Length=24 bits2021.05 | 54.56 | — | — | 71.27 | |
| OriginalHashing Model=HashNet, Bit Length=12 bits2021.05 | 54.42 | — | — | 66.4 | |
| OriginalHashing Model=DPH, Bit Length=12 bits2021.05 | 54.31 | — | — | 70.09 | |
| NoiseCode length (bits)=12 bits2021.05 | 54.23 | — | — | — | |
| NoiseHashing Model=HashNet, Bit Length=48 bits2021.05 | 54.1 | — | — | — | |
| NoiseHashing Model=HashNet, Bit Length=32 bits2021.05 | 54.09 | — | — | — | |
| NoiseHashing Model=HashNet, Bit Length=24 bits2021.05 | 53.99 | — | — | — | |
| NoiseHashing Model=HashNet, Bit Length=12 bits2021.05 | 53.51 | — | — | — | |
| NoiseHashing Model=DPH, Bit Length=48 bits2021.05 | 53.45 | — | — | — | |
| NoiseHashing Model=DPH, Bit Length=32 bits2021.05 | 53.42 | — | — | — | |
| NoiseHashing Model=DPH, Bit Length=24 bits2021.05 | 53.4 | — | — | — | |
| NoiseHashing Model=DPH, Bit Length=12 bits2021.05 | 53.12 | — | — | — |