VirusTotal APK 病毒检测统计 - 第25周: 20210614-20210620
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_20210614_20210620.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 | 99.78% | 0.12% | 10383 | 33 | 27602 | 23 |
| Avira | 99.72% | 0.00% | 10377 | 1 | 27634 | 29 |
| ESET-NOD32 | 99.70% | 0.01% | 10375 | 4 | 27631 | 31 |
| AhnLab-V3 | 99.60% | 0.03% | 10364 | 9 | 27626 | 42 |
| Fortinet | 99.60% | 0.01% | 10364 | 3 | 27632 | 42 |
| Trustlook | 99.55% | 0.19% | 10359 | 52 | 27583 | 47 |
| Avast-Mobile | 99.02% | 0.25% | 10304 | 69 | 27566 | 102 |
| Ikarus | 99.02% | 0.06% | 10304 | 17 | 27618 | 102 |
| CAT-QuickHeal | 98.58% | 0.01% | 10258 | 3 | 27632 | 148 |
| Kaspersky | 97.75% | 0.00% | 10172 | 0 | 27635 | 234 |
| Sophos | 91.35% | 0.00% | 9506 | 0 | 27635 | 900 |
| McAfee | 90.64% | 0.00% | 9432 | 1 | 27634 | 974 |
| DrWeb | 89.68% | 0.25% | 9332 | 69 | 27566 | 1074 |
| McAfee-GW-Edition | 85.08% | 0.00% | 8853 | 1 | 27634 | 1553 |
| AegisLab | 82.19% | 0.13% | 8553 | 37 | 27598 | 1853 |
| Microsoft | 80.55% | 0.01% | 8382 | 4 | 27631 | 2024 |
| Cyren | 72.27% | 0.01% | 7520 | 4 | 27631 | 2886 |
| ZoneAlarm | 71.33% | 0.01% | 7423 | 2 | 27633 | 2983 |
| NANO-Antivirus | 69.60% | 0.05% | 7243 | 14 | 27621 | 3163 |
| Antiy-AVL | 53.33% | 0.10% | 5550 | 28 | 27607 | 4856 |
| AVG | 46.67% | 0.01% | 4857 | 2 | 27633 | 5549 |
| Avast | 46.29% | 0.01% | 4817 | 2 | 27633 | 5589 |
| Zillya | 46.22% | 0.10% | 4810 | 29 | 27606 | 5596 |
| SymantecMobileInsight | 46.10% | 2.62% | 4797 | 723 | 26912 | 5609 |
| Symantec | 40.61% | 0.01% | 4226 | 4 | 27631 | 6180 |
| Alibaba | 35.44% | 0.01% | 3688 | 2 | 27633 | 6718 |
| Kingsoft | 28.58% | 0.01% | 2974 | 2 | 27633 | 7432 |
| MAX | 20.70% | 0.00% | 2154 | 0 | 27635 | 8252 |
| Tencent | 19.88% | 0.03% | 2069 | 9 | 27626 | 8337 |
| ClamAV | 19.01% | 0.06% | 1978 | 16 | 27619 | 8428 |
| Jiangmin | 8.50% | 0.86% | 884 | 239 | 27396 | 9522 |
| Yandex | 8.03% | 0.00% | 836 | 1 | 27634 | 9570 |
| Comodo | 7.82% | 0.08% | 814 | 23 | 27612 | 9592 |
| Zoner | 7.74% | 0.01% | 805 | 3 | 27632 | 9601 |
| F-Secure | 7.22% | 0.00% | 751 | 0 | 27635 | 9655 |
| GData | 2.17% | 0.00% | 226 | 0 | 27635 | 10180 |
| BitDefender | 1.96% | 0.00% | 204 | 0 | 27635 | 10202 |
| Emsisoft | 1.90% | 0.00% | 198 | 0 | 27635 | 10208 |
| TrendMicro-HouseCall | 1.81% | 0.00% | 188 | 0 | 27635 | 10218 |
| MicroWorld-eScan | 1.15% | 0.00% | 120 | 0 | 27635 | 10286 |
| Rising | 1.12% | 0.01% | 117 | 3 | 27632 | 10289 |
| Arcabit | 1.01% | 0.00% | 105 | 0 | 27635 | 10301 |
| TrendMicro | 0.84% | 0.01% | 87 | 3 | 27632 | 10319 |
| Ad-Aware | 0.52% | 0.00% | 54 | 0 | 27635 | 10352 |
| Babable | 0.23% | 0.01% | 24 | 2 | 27633 | 10382 |
| VBA32 | 0.16% | 0.00% | 17 | 1 | 27634 | 10389 |
| Panda | 0.07% | 0.00% | 7 | 0 | 27635 | 10399 |
| K7AntiVirus | 0.03% | 0.00% | 3 | 0 | 27635 | 10403 |
| VIPRE | 0.02% | 0.00% | 2 | 0 | 27635 | 10404 |
| SentinelOne | 0.02% | 0.00% | 2 | 0 | 27635 | 10404 |
| ALYac | 0.01% | 0.00% | 1 | 0 | 27635 | 10405 |
| Baidu | 0.01% | 0.01% | 1 | 3 | 27632 | 10405 |
| ViRobot | 0.01% | 0.00% | 1 | 0 | 27635 | 10405 |
| Bkav | 0.00% | 0.00% | 0 | 0 | 27635 | 10406 |
| TotalDefense | 0.00% | 0.00% | 0 | 0 | 27635 | 10406 |
| nProtect | 0.00% | 0.00% | 0 | 0 | 27635 | 10406 |
| CMC | 0.00% | 0.00% | 0 | 0 | 27635 | 10406 |
| Malwarebytes | 0.00% | 0.00% | 0 | 0 | 27635 | 10406 |
| CrowdStrike | 0.00% | 0.00% | 0 | 0 | 27635 | 10406 |
| TheHacker | 0.00% | 0.00% | 0 | 0 | 27635 | 10406 |
| eScan | 0.00% | 0.00% | 0 | 0 | 27635 | 10406 |
| SUPERAntiSpyware | 0.00% | 0.00% | 0 | 0 | 27635 | 10406 |
| Invincea | 0.00% | 0.00% | 0 | 0 | 27635 | 10406 |
| F-Prot | 0.00% | 0.00% | 0 | 0 | 27635 | 10406 |
| Endgame | 0.00% | 0.00% | 0 | 0 | 27635 | 10406 |
| Webroot | 0.00% | 0.00% | 0 | 0 | 27635 | 10406 |
| AVware | 0.00% | 0.00% | 0 | 0 | 27635 | 10406 |
| Qihoo-360 | 0.00% | 0.00% | 0 | 0 | 27635 | 10406 |
| TotalGoodware | 27635 | |||||
| TotalMalware | 10406 | |||||
| TotalSample | 38041 |
如有任何疑问, 欢迎随时邮件联系 lxu@trustlook.com. 谢谢.