Table 1 Number of annotations in the malware object detection dataset, grouped by malware supercategory. Each subtable presents the key features defined for that class. (B_F: Benign Feature, DW_F: Downloader Feature, A_F: Adware Feature, V_F: Virus Feature, S_F: Spyware Feature, W_F: Worm Feature, R_F: Ransomware Feature, D_F: Dropper Feature).
From: A multi-label visualisation approach for malware behaviour analysis
Benign | Downloader | Adware | Virus | ||||
|---|---|---|---|---|---|---|---|
Feature Class | No. Feature | Feature Class | No. Feature | Feature Class | No. Feature | Feature Class | No. Feature |
B_F1 | 627 | DW_F1 | 568 | A_F1 | 560 | V_F1 | 615 |
B_F2 | 615 | DW_F2 | 567 | A_F2 | 552 | V_F2 | 614 |
B_F3 | 600 | DW_F3 | 563 | A_F3 | 543 | V_F3 | 599 |
B_F4 | 587 | DW_F4 | 560 | A_F4 | 537 | V_F4 | 597 |
B_F5 | 577 | DW_F5 | 546 | A_F5 | 535 | V_F5 | 595 |
B_F6 | 571 | DW_F6 | 519 | A_F6 | 526 | V_F6 | 575 |
B_F7 | 566 | DW_F7 | 516 | A_F7 | 513 | V_F7 | 562 |
B_F8 | 556 | DW_F8 | 497 | A_F8 | 503 | V_F8 | 554 |
B_F9 | 556 | DW_F9 | 494 | Â | Â | V_F9 | 540 |
B_F10 | 547 | Â | Â | Â | Â | V_F10 | 518 |
Spyware | Worm | Ransomware | Dropper | ||||
|---|---|---|---|---|---|---|---|
Feature Class | No. Feature | Feature Class | No. Feature | Feature Class | No. Feature | Feature Class | No. Feature |
S_F1 | 603 | W_F1 | 622 | R_F1 | 581 | D_F1 | 603 |
S_F2 | 586 | W_F2 | 585 | R_F2 | 581 | D_F2 | 600 |
S_F3 | 586 | W_F3 | 566 | R_F3 | 570 | D_F3 | 598 |
S_F4 | 572 | W_F4 | 545 | R_F4 | 565 | D_F4 | 592 |
S_F5 | 570 | W_F5 | 542 | R_F5 | 562 | D_F5 | 588 |
S_F6 | 569 | W_F6 | 521 | R_F6 | 549 | D_F6 | 581 |
S_F7 | 566 | W_F7 | 520 | R_F7 | 538 | D_F7 | 576 |
S_F8 | 546 | W_F8 | 461 | R_F8 | 534 | D_F8 | 558 |
S_F9 | 535 | Â | Â | R_F9 | 526 | D_F9 | 548 |
S_F10 | 534 | Â | Â | R_F10 | 503 | D_F10 | 535 |