VirusTotal APK 病毒检测统计 - 第27周: 20210628-20210704
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_20210628_20210704.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 | 99.80% | 0.08% | 8095 | 24 | 28416 | 16 |
| ESET-NOD32 | 99.70% | 0.02% | 8087 | 5 | 28435 | 24 |
| Avira | 99.65% | 0.00% | 8083 | 0 | 28440 | 28 |
| Fortinet | 99.26% | 0.00% | 8051 | 1 | 28439 | 60 |
| Trustlook | 99.21% | 0.07% | 8047 | 19 | 28421 | 64 |
| Ikarus | 98.83% | 0.05% | 8016 | 13 | 28427 | 95 |
| DrWeb | 98.56% | 0.07% | 7994 | 21 | 28419 | 117 |
| AhnLab-V3 | 98.03% | 0.02% | 7951 | 7 | 28433 | 160 |
| Kaspersky | 97.20% | 0.00% | 7884 | 1 | 28439 | 227 |
| CAT-QuickHeal | 96.20% | 0.01% | 7803 | 2 | 28438 | 308 |
| Avast-Mobile | 93.61% | 0.45% | 7593 | 128 | 28312 | 518 |
| McAfee | 91.01% | 0.00% | 7382 | 0 | 28440 | 729 |
| Sophos | 90.88% | 0.01% | 7371 | 2 | 28438 | 740 |
| McAfee-GW-Edition | 84.58% | 0.00% | 6860 | 0 | 28440 | 1251 |
| AegisLab | 80.45% | 0.11% | 6525 | 30 | 28410 | 1586 |
| Microsoft | 76.44% | 0.01% | 6200 | 4 | 28436 | 1911 |
| Cyren | 74.82% | 0.02% | 6069 | 7 | 28433 | 2042 |
| ZoneAlarm | 72.12% | 0.00% | 5850 | 0 | 28440 | 2261 |
| NANO-Antivirus | 71.19% | 0.02% | 5774 | 6 | 28434 | 2337 |
| Symantec | 54.84% | 0.01% | 4448 | 3 | 28437 | 3663 |
| SymantecMobileInsight | 52.10% | 1.99% | 4226 | 567 | 27873 | 3885 |
| Alibaba | 46.38% | 0.00% | 3762 | 1 | 28439 | 4349 |
| Tencent | 43.11% | 0.03% | 3497 | 9 | 28431 | 4614 |
| Zillya | 37.97% | 0.09% | 3080 | 27 | 28413 | 5031 |
| Kingsoft | 37.37% | 0.00% | 3031 | 1 | 28439 | 5080 |
| Antiy-AVL | 34.64% | 0.13% | 2810 | 38 | 28402 | 5301 |
| MAX | 31.48% | 0.00% | 2553 | 0 | 28440 | 5558 |
| AVG | 18.62% | 0.02% | 1510 | 5 | 28435 | 6601 |
| Avast | 18.54% | 0.02% | 1504 | 5 | 28435 | 6607 |
| F-Secure | 7.90% | 0.00% | 641 | 0 | 28440 | 7470 |
| Comodo | 7.41% | 0.06% | 601 | 16 | 28424 | 7510 |
| Zoner | 5.57% | 0.00% | 452 | 0 | 28440 | 7659 |
| Jiangmin | 4.71% | 0.73% | 382 | 209 | 28231 | 7729 |
| ClamAV | 4.62% | 0.14% | 375 | 40 | 28400 | 7736 |
| Yandex | 4.46% | 0.01% | 362 | 2 | 28438 | 7749 |
| GData | 3.18% | 0.00% | 258 | 0 | 28440 | 7853 |
| BitDefender | 3.09% | 0.00% | 251 | 0 | 28440 | 7860 |
| Emsisoft | 3.06% | 0.00% | 248 | 0 | 28440 | 7863 |
| Qihoo-360 | 2.58% | 0.07% | 209 | 20 | 28420 | 7902 |
| VBA32 | 1.98% | 0.01% | 161 | 2 | 28438 | 7950 |
| MicroWorld-eScan | 1.86% | 0.00% | 151 | 0 | 28440 | 7960 |
| Rising | 1.86% | 0.01% | 151 | 2 | 28438 | 7960 |
| Arcabit | 1.79% | 0.00% | 145 | 0 | 28440 | 7966 |
| TrendMicro-HouseCall | 1.71% | 0.00% | 139 | 0 | 28440 | 7972 |
| TrendMicro | 1.63% | 0.00% | 132 | 1 | 28439 | 7979 |
| Ad-Aware | 0.84% | 0.00% | 68 | 0 | 28440 | 8043 |
| Panda | 0.67% | 0.00% | 54 | 0 | 28440 | 8057 |
| ViRobot | 0.44% | 0.00% | 36 | 0 | 28440 | 8075 |
| Baidu | 0.41% | 0.00% | 33 | 1 | 28439 | 8078 |
| Babable | 0.31% | 0.01% | 25 | 4 | 28436 | 8086 |
| SentinelOne | 0.12% | 0.00% | 10 | 0 | 28440 | 8101 |
| ALYac | 0.05% | 0.00% | 4 | 0 | 28440 | 8107 |
| Malwarebytes | 0.04% | 0.00% | 3 | 0 | 28440 | 8108 |
| SUPERAntiSpyware | 0.01% | 0.00% | 1 | 0 | 28440 | 8110 |
| VIPRE | 0.01% | 0.00% | 1 | 0 | 28440 | 8110 |
| F-Prot | 0.01% | 0.00% | 1 | 0 | 28440 | 8110 |
| Bkav | 0.00% | 0.00% | 0 | 0 | 28440 | 8111 |
| TotalDefense | 0.00% | 0.00% | 0 | 0 | 28440 | 8111 |
| nProtect | 0.00% | 0.00% | 0 | 0 | 28440 | 8111 |
| CMC | 0.00% | 0.00% | 0 | 0 | 28440 | 8111 |
| CrowdStrike | 0.00% | 0.00% | 0 | 0 | 28440 | 8111 |
| K7AntiVirus | 0.00% | 0.00% | 0 | 0 | 28440 | 8111 |
| TheHacker | 0.00% | 0.00% | 0 | 0 | 28440 | 8111 |
| eScan | 0.00% | 0.00% | 0 | 0 | 28440 | 8111 |
| Invincea | 0.00% | 0.00% | 0 | 0 | 28440 | 8111 |
| Endgame | 0.00% | 0.00% | 0 | 0 | 28440 | 8111 |
| Webroot | 0.00% | 0.00% | 0 | 0 | 28440 | 8111 |
| AVware | 0.00% | 0.00% | 0 | 0 | 28440 | 8111 |
| TotalGoodware | 28440 | |||||
| TotalMalware | 8111 | |||||
| TotalSample | 36551 |
如有任何疑问, 欢迎随时邮件联系 lxu@trustlook.com. 谢谢.