notesum.ai
Published at October 31Assessing the Impact of Packing on Machine Learning-Based Malware Detection and Classification Systems
cs.CR
cs.AI
Released Date: October 31, 2024
Authors: Daniel Gibert1, Nikolaos Totosis2, Constantinos Patsakis3, Giulio Zizzo, Quan Le1
Aff.: 1CeADAR, University College Dublin, Dublin, Ireland; 2University of Piraeus; 3Athena Research Center, University of Piraeus, Athens, Greece

| Family | Original Samples | Retrieved Intelligence |
|---|---|---|
| Adialer.C | 122 | 22 |
| Agent.FYI | 116 | 116 |
| Allaple.A | 2949 | 2818 |
| Allaple.L | 1591 | 1570 |
| Alueron.gen!J | 198 | 193 |
| Autorun.K | 106 | 105 |
| C2LOP.gen!g | 200 | 166 |
| C2LOP.P | 146 | 144 |
| Dialplatform.B | 177 | 177 |
| Dontovo.A | 162 | 162 |
| Fakerean | 381 | 321 |
| Instantaccess | 431 | 52 |
| Lolyda.AA1 | 213 | 213 |
| Lolyda.AA2 | 184 | 184 |
| Lolyda.AA3 | 123 | 123 |
| Lolyda.AT | 159 | 156 |
| Malex.gen!J | 136 | 17 |
| Obfuscator.AD | 142 | 16 |
| Rbot!gen | 158 | 153 |
| Skintrim.N | 80 | 80 |
| Swizzor.gen!E | 128 | 126 |
| Swizzor.gen!I | 132 | 132 |
| VB.AT | 408 | 326 |
| Wintrim.BX | 97 | 94 |
| Yuner.A | 800 | 797 |
| Total | 9339 | 8263 |