VirusTotal APK 病毒检测统计 - 第17周: 20210419-20210425
VirusTotal (简称 VT), 是谷歌旗下一家免费提供可疑文件扫描服务的网站. VT 上有超过50家反病毒引擎提供实时扫描服务. 我们每天收集用户上传到 VT 的 APK 样本以及各家引擎的扫描结果, 并通过保守的策略筛选出数万的良性和恶意样本, 然后统计各家引擎的病毒检测结果.
每天, 我们会生成一个包含各家检测数据的 CSV 文件. 文件中会列出样本的 MD5 哈希值, 标签 (0 标示良性样本, 1 标示恶意样本), 以及各家的检测结果 (0 表示检测为良性样本, 1 表示检测为恶意样本). 每星期 7 天的的 CSV 文件会被打包并上传到亚马逊 AWS S3. 有兴趣的读者可以下载检验各家杀毒引擎的检测结果.
以下为检测结果的下载链接:
https://virustotal-results.s3-us-west-1.amazonaws.com/VirusTotal_Results_20210419_20210425.zip
下面的表格列出了各家杀毒引擎的统计结果, 其中各列的含义如下:
- Vendor: 杀毒引擎厂商名称
- TPR: True Positive Rate, 恶意样本检出率
- FPR: False Positive Rate, 良性样本误报率
- TP: True Positive, 正确检出为恶意样本的数量
- FP: False Positive, 误报为恶意样本的数量
- TN: True Negative, 正确检出为良性样本的数量
- FN: False Negative, 误报为良性样本的数量
| Vendor | TPR | FPR | TP | FP | TN | FN |
|---|---|---|---|---|---|---|
| K7GW | 99.69% | 0.09% | 14583 | 93 | 108609 | 45 |
| ESET-NOD32 | 99.26% | 0.01% | 14520 | 15 | 108687 | 108 |
| Trustlook | 98.58% | 0.02% | 14421 | 19 | 108683 | 207 |
| Avast-Mobile | 98.45% | 0.78% | 14401 | 853 | 107849 | 227 |
| AhnLab-V3 | 97.56% | 0.03% | 14271 | 31 | 108671 | 357 |
| DrWeb | 97.26% | 0.14% | 14227 | 149 | 108553 | 401 |
| Avira | 97.08% | 0.01% | 14201 | 6 | 108696 | 427 |
| Fortinet | 96.70% | 0.01% | 14146 | 8 | 108694 | 482 |
| CAT-QuickHeal | 93.71% | 0.01% | 13708 | 14 | 108688 | 920 |
| McAfee | 91.24% | 0.02% | 13347 | 21 | 108681 | 1281 |
| Ikarus | 90.84% | 0.13% | 13288 | 136 | 108566 | 1340 |
| Kaspersky | 90.56% | 0.01% | 13247 | 9 | 108693 | 1381 |
| McAfee-GW-Edition | 87.79% | 0.02% | 12842 | 20 | 108682 | 1786 |
| Microsoft | 86.81% | 0.01% | 12699 | 11 | 108691 | 1929 |
| AegisLab | 85.89% | 0.08% | 12564 | 91 | 108611 | 2064 |
| Sophos | 83.98% | 0.01% | 12285 | 12 | 108690 | 2343 |
| ZoneAlarm | 66.19% | 0.01% | 9682 | 8 | 108694 | 4946 |
| Symantec | 63.10% | 0.18% | 9230 | 199 | 108503 | 5398 |
| SymantecMobileInsight | 62.72% | 2.69% | 9175 | 2926 | 105776 | 5453 |
| Alibaba | 58.81% | 0.01% | 8602 | 10 | 108692 | 6026 |
| Tencent | 57.40% | 0.14% | 8396 | 153 | 108549 | 6232 |
| NANO-Antivirus | 50.64% | 0.02% | 7407 | 23 | 108679 | 7221 |
| Cyren | 50.43% | 0.00% | 7377 | 3 | 108699 | 7251 |
| MAX | 49.03% | 0.00% | 7172 | 0 | 108702 | 7456 |
| AVG | 48.39% | 0.01% | 7079 | 13 | 108689 | 7549 |
| Avast | 48.07% | 0.01% | 7032 | 13 | 108689 | 7596 |
| ClamAV | 25.27% | 0.12% | 3696 | 127 | 108575 | 10932 |
| Zillya | 25.14% | 0.13% | 3678 | 141 | 108561 | 10950 |
| Comodo | 12.07% | 0.06% | 1765 | 68 | 108634 | 12863 |
| Kingsoft | 12.01% | 0.02% | 1757 | 21 | 108681 | 12871 |
| GData | 11.25% | 0.00% | 1645 | 0 | 108702 | 12983 |
| Yandex | 10.58% | 0.00% | 1548 | 4 | 108698 | 13080 |
| BitDefender | 9.90% | 0.00% | 1448 | 0 | 108702 | 13180 |
| Emsisoft | 9.82% | 0.00% | 1436 | 0 | 108702 | 13192 |
| Qihoo-360 | 9.70% | 0.00% | 1419 | 2 | 108700 | 13209 |
| F-Secure | 6.55% | 0.00% | 958 | 1 | 108701 | 13670 |
| Zoner | 6.03% | 0.01% | 882 | 6 | 108696 | 13746 |
| Jiangmin | 6.02% | 0.93% | 880 | 1014 | 107688 | 13748 |
| Arcabit | 4.22% | 0.00% | 617 | 0 | 108702 | 14011 |
| MicroWorld-eScan | 4.06% | 0.00% | 594 | 0 | 108702 | 14034 |
| Rising | 3.23% | 0.00% | 472 | 5 | 108697 | 14156 |
| Ad-Aware | 2.28% | 0.00% | 334 | 0 | 108702 | 14294 |
| Antiy-AVL | 1.91% | 0.02% | 280 | 19 | 108683 | 14348 |
| TrendMicro | 1.70% | 0.01% | 248 | 16 | 108686 | 14380 |
| TrendMicro-HouseCall | 1.50% | 0.01% | 220 | 6 | 108696 | 14408 |
| VBA32 | 0.58% | 0.01% | 85 | 15 | 108687 | 14543 |
| Babable | 0.37% | 0.05% | 54 | 53 | 108649 | 14574 |
| Panda | 0.22% | 0.01% | 32 | 7 | 108695 | 14596 |
| Baidu | 0.11% | 0.01% | 16 | 7 | 108695 | 14612 |
| ALYac | 0.07% | 0.00% | 10 | 0 | 108702 | 14618 |
| ViRobot | 0.06% | 0.00% | 9 | 0 | 108702 | 14619 |
| SentinelOne | 0.05% | 0.00% | 7 | 0 | 108702 | 14621 |
| K7AntiVirus | 0.03% | 0.00% | 5 | 0 | 108702 | 14623 |
| F-Prot | 0.02% | 0.00% | 3 | 0 | 108702 | 14625 |
| Malwarebytes | 0.01% | 0.00% | 2 | 1 | 108701 | 14626 |
| Bkav | 0.00% | 0.00% | 0 | 0 | 108702 | 14628 |
| TotalDefense | 0.00% | 0.00% | 0 | 0 | 108702 | 14628 |
| nProtect | 0.00% | 0.00% | 0 | 0 | 108702 | 14628 |
| CMC | 0.00% | 0.00% | 0 | 0 | 108702 | 14628 |
| CrowdStrike | 0.00% | 0.00% | 0 | 0 | 108702 | 14628 |
| TheHacker | 0.00% | 0.00% | 0 | 0 | 108702 | 14628 |
| eScan | 0.00% | 0.00% | 0 | 0 | 108702 | 14628 |
| SUPERAntiSpyware | 0.00% | 0.00% | 0 | 0 | 108702 | 14628 |
| VIPRE | 0.00% | 0.00% | 0 | 1 | 108701 | 14628 |
| Invincea | 0.00% | 0.00% | 0 | 0 | 108702 | 14628 |
| Endgame | 0.00% | 0.00% | 0 | 0 | 108702 | 14628 |
| Webroot | 0.00% | 0.00% | 0 | 0 | 108702 | 14628 |
| AVware | 0.00% | 0.00% | 0 | 0 | 108702 | 14628 |
| TotalGoodware | 108702 | |||||
| TotalMalware | 14628 | |||||
| TotalSample | 123330 |
如有任何疑问, 欢迎随时邮件联系 lxu@trustlook.com. 谢谢.