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ASN Karma Dataset - 2026-07-09 08:51 UTC

ASN Karma Dataset - 2026-07-09 08:51 UTC Latest
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@github-actions github-actions released this 09 Jul 08:51
asn-karma-2026-07-09-0851Z
550f356

ASN Karma Dataset - 2026-07-09 08:14 UTC

Built at 2026-07-09T08:14:34Z.

Metric Value
Input records 4325578
Records enriched 3757951
Records unmapped 567627
Unique ASNs 32259
Unique sources 49
Expanded ASNs 100
Expanded prefixes 51660
Critical 4227
High 5129
Watch 9063
Duration seconds 2214.19

Artifacts

File Description
index.json Machine-readable release manifest
asn-risk.jsonl Primary JSONL risk dataset
asn-changes.jsonl ASN delta feed since previous build
asn-summary.csv CSV summary for review and reporting
asn-evidence-table.md Markdown table of top ASN evidence counts
asn-profiles.tar.gz Per-ASN JSON profiles
source-impact.csv Source contribution breakdown
country-risk.csv Country-level operational rollup
high-risk-asn-critical.txt Critical ASN tier
high-risk-asn-high.txt High ASN tier
high-risk-asn-watch.txt Watch ASN tier
high-risk-asn-prefixes-critical.txt Derived critical ASN announced prefixes
high-risk-asn-prefixes-high.txt Derived high ASN announced prefixes
high-risk-asn-prefixes-watch.txt Derived watch ASN announced prefixes
report.md Markdown dataset report
release-notes.md Release summary and top ASN table
run_stats.json Build metadata and tier counts
checksums.txt SHA256 checksums for release artifacts

Top ASN Evidence

Last updated: 2026-07-09T08:14:34Z

ASN Name Country Evidence Sources Score Tier Review
AS16509 AMAZON-02 - Amazon.com, Inc., US US 383999 33 65 watch true
AS14061 DIGITALOCEAN-ASN - DigitalOcean, LLC, US US 188935 34 65 watch true
AS174 COGENT-174 - Cogent Communications, LLC, US US 161745 21 65 watch true
AS4134 CHINANET-BACKBONE - No.31,Jin-rong Street, CN CN 144927 31 65 watch true
AS14618 AMAZON-AES - Amazon.com, Inc., US US 94668 32 65 watch true
AS4837 CHINA169-Backbone - CHINA UNICOM China169 Backbone, CN CN 82021 30 65 watch true
AS37963 ALIBABA-CN-NET - Hangzhou Alibaba Advertising Co.,Ltd., CN CN 64220 28 65 watch true
AS396982 GOOGLE-CLOUD-PLATFORM - Google LLC, US US 58311 33 65 watch true
AS8075 MICROSOFT-CORP-MSN-AS-BLOCK - Microsoft Corporation, US US 51067 34 65 watch true
AS20011 Dimension Data - Dimension Data, ZA ZA 48357 15 65 watch true
AS45899 VNPT-AS-VN - VNPT Corp, VN VN 44363 26 97 critical false
AS45102 ALIBABA-CN-NET - Alibaba (US) Technology Co., Ltd., CN US 42411 32 65 watch true
AS16276 OVH - OVH SAS, FR FR 42166 33 65 watch true
AS45090 TENCENT-NET-AP - Shenzhen Tencent Computer Systems Company Limited, CN CN 37170 27 65 watch true
AS132203 TENCENT-NET-AP-CN - Tencent Building, Kejizhongyi Avenue, CN SG 33503 24 65 watch true
AS31898 ORACLE-BMC-31898 - Oracle Corporation, US US 33419 28 65 watch true
AS36352 AS-COLOCROSSING - HostPapa, US US 29897 31 65 watch true
AS4766 KIXS-AS-KR-KR - Korea Telecom, KR KR 29090 26 97 critical false
AS9829 BSNL-NIB - National Internet Backbone, IN IN 26241 24 65 watch true
AS24940 HETZNER-AS - Hetzner Online GmbH, DE DE 25990 30 65 watch true
AS212238 CDNEXT - Datacamp Limited, GB US 20762 26 65 watch true
AS20473 AS-VULTR - The Constant Company, LLC, US US 20332 31 65 watch true
AS3462 HINET - Data Communication Business Group, TW TW 20052 25 97 critical false
AS63949 AKAMAI-LINODE-AP - Akamai Connected Cloud, SG US 19907 28 65 watch true
AS12389 ROSTELECOM-AS - PJSC Rostelecom, RU RU 17279 19 65 watch true

Changes Since Previous Build

ASN Name Country Change Previous Current Evidence Delta
AS16509 AMAZON-02 - Amazon.com, Inc., US US evidence_decreased 389280 383999 -5281
AS14061 DIGITALOCEAN-ASN - DigitalOcean, LLC, US US evidence_decreased 190276 188935 -1341
AS62240 Clouvider - Clouvider Limited, GB GB evidence_decreased 9066 8430 -636
AS206092 SECFIREWALLAS - F.N.S. HOLDINGS LIMITED, CY NL evidence_decreased 8629 8012 -617
AS137409 GSLNETWORKS-AS-AP - GSL Networks Pty LTD, AU NL evidence_decreased 4032 3426 -606
AS4134 CHINANET-BACKBONE - No.31,Jin-rong Street, CN CN evidence_increased 144345 144927 +582
AS58087 FlorianKolb - Florian Kolb, DE DE evidence_decreased 853 283 -570
AS48330 GIGANET-UA-AS - Sinev Maksim Viktorovich, RU RU evidence_increased 1531 2084 +553
AS398324 CENSYS-ARIN-01 - Censys, Inc., US US evidence_increased 2051 2563 +512
AS41745 FORTIS-AS - Baykov Ilya Sergeevich, RU RU evidence_decreased 6027 5551 -476
AS215730 H2NEXUS-AS - H2NEXUS LTD, GB US evidence_increased 1095 1571 +476
AS16276 OVH - OVH SAS, FR FR evidence_decreased 42594 42166 -428
AS8570 LES - PJSC Rostelecom, RU RU evidence_increased 25 399 +374
AS12389 ROSTELECOM-AS - PJSC Rostelecom, RU RU evidence_decreased 17639 17279 -360
AS14618 AMAZON-AES - Amazon.com, Inc., US US evidence_increased 94321 94668 +347
AS213954 GTS-AS - Global Transit Systems LLC, US US evidence_decreased 3777 3484 -293
AS45899 VNPT-AS-VN - VNPT Corp, VN VN evidence_increased 44072 44363 +291
AS24940 HETZNER-AS - Hetzner Online GmbH, DE DE evidence_decreased 26270 25990 -280
AS396356 LATITUDE-SH - Latitude.sh, US US evidence_decreased 6777 6507 -270
AS59162 UPCSPL-AS-IN - U.P. COMMUNICATION SERVICES PVT LTD, IN IN evidence_decreased 713 446 -267
Assets 20
  • asn-changes.jsonl
    sha256:ad4cf4642b47d845f5e81ab84bd50e8224f41b358902fe803c57645340ce683f
    2.13 MB 2026-07-09T08:51:45Z
  • asn-evidence-table.md
    sha256:048803f771434a21e6544b1887db6d2ec50005a31da5bad7b5026119946de862
    4.83 KB 2026-07-09T08:51:45Z
  • asn-profiles.tar.gz
    sha256:9e8a1e6d8f9311b20a23855555e47e6e983323cffdfe3ba877d2c369cd2895c4
    3.21 MB 2026-07-09T08:51:45Z
  • asn-risk.jsonl
    sha256:90f4b40a33986fdbc42fe649a38677576b310a9228f915f6a5e5c73185e389c2
    27.8 MB 2026-07-09T08:51:45Z
  • asn-summary.csv
    sha256:310ebd7feb564e68cfefb7db33273d51f4281a6cde8ee0aa50a232fe4b7149c7
    3.41 MB 2026-07-09T08:51:45Z
  • checksums.txt
    sha256:afd056125be0eff49a918d4241077ce9affc3743634a94d91c1a28748f2ed719
    1.44 KB 2026-07-09T08:51:45Z
  • country-risk.csv
    sha256:9d96a34e78cceff5beba86c03ea852b5060bf5cd3b8cac577ca83046f476d71f
    11.3 KB 2026-07-09T08:51:45Z
  • high-risk-asn-critical.txt
    sha256:5bb7fe48fcba43fe17cbe1aab2649f98150d86ed71def0fddb90391a686968e6
    34.2 KB 2026-07-09T08:51:45Z
  • high-risk-asn-high.txt
    sha256:fc19f9145d65651b23f501703f2f6492058798bb822dd91d9f4c735c1132c035
    42.5 KB 2026-07-09T08:51:45Z
  • high-risk-asn-prefixes-critical.txt
    sha256:1d303511b3b23fe542f4c96a88030328ba372f8d108d3fa6d18bd9be7538f229
    795 KB 2026-07-09T08:51:45Z
  • Source code (zip)
    2026-07-09T08:51:36Z
  • Source code (tar.gz)
    2026-07-09T08:51:36Z

ASN Karma Dataset - 2026-07-08 07:54 UTC

ASN Karma Dataset - 2026-07-08 07:54 UTC

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@github-actions github-actions released this 08 Jul 07:54
asn-karma-2026-07-08-0754Z
2262a21

ASN Karma Dataset - 2026-07-08 07:16 UTC

Built at 2026-07-08T07:16:18Z.

Metric Value
Input records 4323926
Records enriched 3775938
Records unmapped 547988
Unique ASNs 32297
Unique sources 49
Expanded ASNs 100
Expanded prefixes 53972
Critical 3864
High 5429
Watch 8606
Duration seconds 2296.50

Artifacts

File Description
index.json Machine-readable release manifest
asn-risk.jsonl Primary JSONL risk dataset
asn-changes.jsonl ASN delta feed since previous build
asn-summary.csv CSV summary for review and reporting
asn-evidence-table.md Markdown table of top ASN evidence counts
asn-profiles.tar.gz Per-ASN JSON profiles
source-impact.csv Source contribution breakdown
country-risk.csv Country-level operational rollup
high-risk-asn-critical.txt Critical ASN tier
high-risk-asn-high.txt High ASN tier
high-risk-asn-watch.txt Watch ASN tier
high-risk-asn-prefixes-critical.txt Derived critical ASN announced prefixes
high-risk-asn-prefixes-high.txt Derived high ASN announced prefixes
high-risk-asn-prefixes-watch.txt Derived watch ASN announced prefixes
report.md Markdown dataset report
release-notes.md Release summary and top ASN table
run_stats.json Build metadata and tier counts
checksums.txt SHA256 checksums for release artifacts

Top ASN Evidence

Last updated: 2026-07-08T07:16:18Z

ASN Name Country Evidence Sources Score Tier Review
AS16509 AMAZON-02 - Amazon.com, Inc., US US 389280 35 65 watch true
AS14061 DIGITALOCEAN-ASN - DigitalOcean, LLC, US US 190276 35 65 watch true
AS174 COGENT-174 - Cogent Communications, LLC, US US 161747 20 65 watch true
AS4134 CHINANET-BACKBONE - No.31,Jin-rong Street, CN CN 144345 31 65 watch true
AS14618 AMAZON-AES - Amazon.com, Inc., US US 94321 31 65 watch true
AS4837 CHINA169-Backbone - CHINA UNICOM China169 Backbone, CN CN 81982 34 65 watch true
AS37963 ALIBABA-CN-NET - Hangzhou Alibaba Advertising Co.,Ltd., CN CN 64187 29 65 watch true
AS396982 GOOGLE-CLOUD-PLATFORM - Google LLC, US US 58159 35 65 watch true
AS8075 MICROSOFT-CORP-MSN-AS-BLOCK - Microsoft Corporation, US US 51277 33 65 watch true
AS20011 Dimension Data - Dimension Data, ZA ZA 48209 15 65 watch true
AS45899 VNPT-AS-VN - VNPT Corp, VN VN 44072 25 96 critical false
AS16276 OVH - OVH SAS, FR FR 42594 34 65 watch true
AS45102 ALIBABA-CN-NET - Alibaba (US) Technology Co., Ltd., CN US 42382 32 65 watch true
AS45090 TENCENT-NET-AP - Shenzhen Tencent Computer Systems Company Limited, CN CN 37234 31 65 watch true
AS31898 ORACLE-BMC-31898 - Oracle Corporation, US US 33506 31 65 watch true
AS132203 TENCENT-NET-AP-CN - Tencent Building, Kejizhongyi Avenue, CN SG 33501 28 65 watch true
AS36352 AS-COLOCROSSING - HostPapa, US US 30127 36 65 watch true
AS4766 KIXS-AS-KR-KR - Korea Telecom, KR KR 29116 27 96 critical false
AS9829 BSNL-NIB - National Internet Backbone, IN IN 26284 23 65 watch true
AS24940 HETZNER-AS - Hetzner Online GmbH, DE DE 26270 32 65 watch true
AS212238 CDNEXT - Datacamp Limited, GB US 20901 27 65 watch true
AS20473 AS-VULTR - The Constant Company, LLC, US US 20392 30 65 watch true
AS3462 HINET - Data Communication Business Group, TW TW 20092 25 96 critical false
AS63949 AKAMAI-LINODE-AP - Akamai Connected Cloud, SG US 20000 28 65 watch true
AS12389 ROSTELECOM-AS - PJSC Rostelecom, RU RU 17639 20 65 watch true

Changes Since Previous Build

ASN Name Country Change Previous Current Evidence Delta
AS16509 AMAZON-02 - Amazon.com, Inc., US US evidence_increased 386876 389280 +2404
AS44382 WhiteLabel - Fiba Cloud Operation Company, LLC, US TR evidence_decreased 983 286 -697
AS4134 CHINANET-BACKBONE - No.31,Jin-rong Street, CN CN evidence_decreased 144909 144345 -564
AS48330 GIGANET-UA-AS - Sinev Maksim Viktorovich, RU RU evidence_increased 1055 1531 +476
AS215730 H2NEXUS-AS - H2NEXUS LTD, GB US evidence_decreased 1562 1095 -467
AS14618 AMAZON-AES - Amazon.com, Inc., US US evidence_increased 94003 94321 +318
AS174 COGENT-174 - Cogent Communications, LLC, US US evidence_increased 161481 161747 +266
AS55286 SERVER-MANIA - B2 Net Solutions Inc., CA US evidence_decreased 6215 5949 -266
AS395793 ARISK-COMMUNICATIONS-INC - Arisk Communications inc., US SC evidence_decreased 670 419 -251
AS63099 MADEALA TELECOM TECHNOLOGY - MADEALA TELECOM TECHNOLOGY INC, US SC evidence_increased 538 787 +249
AS45899 VNPT-AS-VN - VNPT Corp, VN VN evidence_increased 43824 44072 +248
AS8342 RTCOMM-AS - JSC RTComm.RU, RU RU evidence_decreased 1231 988 -243
AS202422 GHOST - G-Core Labs S.A., LU LU evidence_decreased 964 727 -237
AS213702 QWINS-LTD - QWINS LTD, GB US evidence_decreased 584 352 -232
AS396982 GOOGLE-CLOUD-PLATFORM - Google LLC, US US evidence_increased 57939 58159 +220
AS4837 CHINA169-Backbone - CHINA UNICOM China169 Backbone, CN CN evidence_increased 81782 81982 +200
AS20011 Dimension Data - Dimension Data, ZA ZA evidence_increased 48014 48209 +195
AS210078 INFORMHOLDING-AS - INFORM-HOLDING LTD., RU RU risk_level_changed 81 263 +182
AS6789 CRELCOM-NET - CRELCOM LLC, RU RU evidence_decreased 4115 3937 -178
AS17497 LGHL-AS-AP - Liasail Global Hongkong Limited, HK SC evidence_decreased 9239 9085 -154
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ASN Karma Dataset - 2026-07-07 08:41 UTC

ASN Karma Dataset - 2026-07-07 08:41 UTC

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@github-actions github-actions released this 07 Jul 08:41
asn-karma-2026-07-07-0841Z
2992834

ASN Karma Dataset - 2026-07-07 08:03 UTC

Built at 2026-07-07T08:03:29Z.

Metric Value
Input records 4319146
Records enriched 3771170
Records unmapped 547976
Unique ASNs 32292
Unique sources 47
Expanded ASNs 99
Expanded prefixes 51905
Critical 3828
High 5431
Watch 8584
Duration seconds 2254.74

Artifacts

File Description
index.json Machine-readable release manifest
asn-risk.jsonl Primary JSONL risk dataset
asn-changes.jsonl ASN delta feed since previous build
asn-summary.csv CSV summary for review and reporting
asn-evidence-table.md Markdown table of top ASN evidence counts
asn-profiles.tar.gz Per-ASN JSON profiles
source-impact.csv Source contribution breakdown
country-risk.csv Country-level operational rollup
high-risk-asn-critical.txt Critical ASN tier
high-risk-asn-high.txt High ASN tier
high-risk-asn-watch.txt Watch ASN tier
high-risk-asn-prefixes-critical.txt Derived critical ASN announced prefixes
high-risk-asn-prefixes-high.txt Derived high ASN announced prefixes
high-risk-asn-prefixes-watch.txt Derived watch ASN announced prefixes
report.md Markdown dataset report
release-notes.md Release summary and top ASN table
run_stats.json Build metadata and tier counts
checksums.txt SHA256 checksums for release artifacts

Top ASN Evidence

Last updated: 2026-07-07T08:03:29Z

ASN Name Country Evidence Sources Score Tier Review
AS16509 AMAZON-02 - Amazon.com, Inc., US US 386876 33 65 watch true
AS14061 DIGITALOCEAN-ASN - DigitalOcean, LLC, US US 190246 32 65 watch true
AS174 COGENT-174 - Cogent Communications, LLC, US US 161481 21 65 watch true
AS4134 CHINANET-BACKBONE - No.31,Jin-rong Street, CN CN 144909 27 65 watch true
AS14618 AMAZON-AES - Amazon.com, Inc., US US 94003 30 65 watch true
AS4837 CHINA169-Backbone - CHINA UNICOM China169 Backbone, CN CN 81782 30 65 watch true
AS37963 ALIBABA-CN-NET - Hangzhou Alibaba Advertising Co.,Ltd., CN CN 64131 27 65 watch true
AS396982 GOOGLE-CLOUD-PLATFORM - Google LLC, US US 57939 31 65 watch true
AS8075 MICROSOFT-CORP-MSN-AS-BLOCK - Microsoft Corporation, US US 51364 31 65 watch true
AS20011 Dimension Data - Dimension Data, ZA ZA 48014 11 65 watch true
AS45899 VNPT-AS-VN - VNPT Corp, VN VN 43824 24 96 critical false
AS16276 OVH - OVH SAS, FR FR 42668 31 65 watch true
AS45102 ALIBABA-CN-NET - Alibaba (US) Technology Co., Ltd., CN US 42237 30 65 watch true
AS45090 TENCENT-NET-AP - Shenzhen Tencent Computer Systems Company Limited, CN CN 37235 28 65 watch true
AS132203 TENCENT-NET-AP-CN - Tencent Building, Kejizhongyi Avenue, CN SG 33499 24 65 watch true
AS31898 ORACLE-BMC-31898 - Oracle Corporation, US US 33489 27 65 watch true
AS36352 AS-COLOCROSSING - HostPapa, US US 30101 30 65 watch true
AS4766 KIXS-AS-KR-KR - Korea Telecom, KR KR 29117 26 96 critical false
AS9829 BSNL-NIB - National Internet Backbone, IN IN 26267 21 65 watch true
AS24940 HETZNER-AS - Hetzner Online GmbH, DE DE 26238 30 65 watch true
AS212238 CDNEXT - Datacamp Limited, GB US 20831 25 65 watch true
AS20473 AS-VULTR - The Constant Company, LLC, US US 20365 27 65 watch true
AS3462 HINET - Data Communication Business Group, TW TW 20122 23 96 critical false
AS63949 AKAMAI-LINODE-AP - Akamai Connected Cloud, SG US 19931 28 65 watch true
AS12389 ROSTELECOM-AS - PJSC Rostelecom, RU RU 17616 18 65 watch true

Changes Since Previous Build

ASN Name Country Change Previous Current Evidence Delta
AS16509 AMAZON-02 - Amazon.com, Inc., US US evidence_increased 382899 386876 +3977
AS48330 GIGANET-UA-AS - Sinev Maksim Viktorovich, RU RU evidence_decreased 2372 1055 -1317
AS4134 CHINANET-BACKBONE - No.31,Jin-rong Street, CN CN evidence_increased 143996 144909 +913
AS9009 M247 - M247 Europe SRL, RO RO evidence_increased 11234 11860 +626
AS203020 HostRoyale - HostRoyale Technologies Pvt Ltd, IN US evidence_increased 16413 17026 +613
AS3320 DTAG - Deutsche Telekom AG, DE DE evidence_increased 5500 6098 +598
AS55286 SERVER-MANIA - B2 Net Solutions Inc., CA US evidence_increased 5678 6215 +537
AS212238 CDNEXT - Datacamp Limited, GB US evidence_increased 20315 20831 +516
AS14618 AMAZON-AES - Amazon.com, Inc., US US evidence_increased 93553 94003 +450
AS396982 GOOGLE-CLOUD-PLATFORM - Google LLC, US US evidence_increased 57518 57939 +421
AS62874 WEB2OBJECTS - Web2Objects LLC, US US evidence_increased 388 783 +395
AS20011 Dimension Data - Dimension Data, ZA ZA evidence_increased 47627 48014 +387
AS210874 box-broadband - Box Broadband Limited, GB US risk_level_changed 380 4 -376
AS16276 OVH - OVH SAS, FR FR evidence_increased 42309 42668 +359
AS36352 AS-COLOCROSSING - HostPapa, US US evidence_increased 29751 30101 +350
AS3257 GTT-BACKBONE - GTT Communications Inc., US US evidence_increased 14120 14469 +349
AS17497 LGHL-AS-AP - Liasail Global Hongkong Limited, HK SC evidence_decreased 9567 9239 -328
AS14061 DIGITALOCEAN-ASN - DigitalOcean, LLC, US US evidence_decreased 190539 190246 -293
AS21769 AS-COLOAM - Colocation America Corporation, US US evidence_increased 3556 3839 +283
AS400463 DYNANODE-ASN-01 - DynaNode LLC, US SC evidence_decreased 8743 8474 -269
Loading

ASN Karma Dataset - 2026-07-06 09:30 UTC

ASN Karma Dataset - 2026-07-06 09:30 UTC

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@github-actions github-actions released this 06 Jul 09:30
asn-karma-2026-07-06-0930Z
4abf896

ASN Karma Dataset - 2026-07-06 08:51 UTC

Built at 2026-07-06T08:51:35Z.

Metric Value
Input records 4295886
Records enriched 3750150
Records unmapped 545736
Unique ASNs 32232
Unique sources 49
Expanded ASNs 99
Expanded prefixes 53093
Critical 3590
High 5604
Watch 8707
Duration seconds 2298.79

Artifacts

File Description
index.json Machine-readable release manifest
asn-risk.jsonl Primary JSONL risk dataset
asn-changes.jsonl ASN delta feed since previous build
asn-summary.csv CSV summary for review and reporting
asn-evidence-table.md Markdown table of top ASN evidence counts
asn-profiles.tar.gz Per-ASN JSON profiles
source-impact.csv Source contribution breakdown
country-risk.csv Country-level operational rollup
high-risk-asn-critical.txt Critical ASN tier
high-risk-asn-high.txt High ASN tier
high-risk-asn-watch.txt Watch ASN tier
high-risk-asn-prefixes-critical.txt Derived critical ASN announced prefixes
high-risk-asn-prefixes-high.txt Derived high ASN announced prefixes
high-risk-asn-prefixes-watch.txt Derived watch ASN announced prefixes
report.md Markdown dataset report
release-notes.md Release summary and top ASN table
run_stats.json Build metadata and tier counts
checksums.txt SHA256 checksums for release artifacts

Top ASN Evidence

Last updated: 2026-07-06T08:51:35Z

ASN Name Country Evidence Sources Score Tier Review
AS16509 AMAZON-02 - Amazon.com, Inc., US US 382899 33 65 watch true
AS14061 DIGITALOCEAN-ASN - DigitalOcean, LLC, US US 190539 35 65 watch true
AS174 COGENT-174 - Cogent Communications, LLC, US US 161515 21 65 watch true
AS4134 CHINANET-BACKBONE - No.31,Jin-rong Street, CN CN 143996 30 65 watch true
AS14618 AMAZON-AES - Amazon.com, Inc., US US 93553 32 65 watch true
AS4837 CHINA169-Backbone - CHINA UNICOM China169 Backbone, CN CN 81822 34 65 watch true
AS37963 ALIBABA-CN-NET - Hangzhou Alibaba Advertising Co.,Ltd., CN CN 64035 29 65 watch true
AS396982 GOOGLE-CLOUD-PLATFORM - Google LLC, US US 57518 32 65 watch true
AS8075 MICROSOFT-CORP-MSN-AS-BLOCK - Microsoft Corporation, US US 51283 32 65 watch true
AS20011 Dimension Data - Dimension Data, ZA ZA 47627 13 65 watch true
AS45899 VNPT-AS-VN - VNPT Corp, VN VN 43592 26 95 critical false
AS16276 OVH - OVH SAS, FR FR 42309 32 65 watch true
AS45102 ALIBABA-CN-NET - Alibaba (US) Technology Co., Ltd., CN US 42138 32 65 watch true
AS45090 TENCENT-NET-AP - Shenzhen Tencent Computer Systems Company Limited, CN CN 37123 29 65 watch true
AS132203 TENCENT-NET-AP-CN - Tencent Building, Kejizhongyi Avenue, CN SG 33491 24 65 watch true
AS31898 ORACLE-BMC-31898 - Oracle Corporation, US US 33371 29 65 watch true
AS36352 AS-COLOCROSSING - HostPapa, US US 29751 32 65 watch true
AS4766 KIXS-AS-KR-KR - Korea Telecom, KR KR 29120 28 95 critical false
AS9829 BSNL-NIB - National Internet Backbone, IN IN 26250 23 65 watch true
AS24940 HETZNER-AS - Hetzner Online GmbH, DE DE 26195 32 65 watch true
AS20473 AS-VULTR - The Constant Company, LLC, US US 20320 28 65 watch true
AS212238 CDNEXT - Datacamp Limited, GB US 20315 25 65 watch true
AS3462 HINET - Data Communication Business Group, TW TW 20112 26 95 critical false
AS63949 AKAMAI-LINODE-AP - Akamai Connected Cloud, SG US 19858 28 65 watch true
AS12389 ROSTELECOM-AS - PJSC Rostelecom, RU RU 17547 19 65 watch true

Changes Since Previous Build

ASN Name Country Change Previous Current Evidence Delta
AS45899 VNPT-AS-VN - VNPT Corp, VN VN evidence_increased 15834 43592 +27758
AS7552 VIETEL-AS-AP - Viettel Group, VN VN evidence_increased 8123 10046 +1923
AS18403 FPT-VN - FPT Telecom Company, VN VN evidence_increased 3309 4157 +848
AS8151 AS8151 - UNINET, MX MX evidence_increased 9133 9869 +736
AS17561 LCS-AS-AP - LARUS Limited, HK SC evidence_increased 12026 12740 +714
AS22927 AS22927 - Telefonica de Argentina, AR AR evidence_increased 1303 1839 +536
AS16276 OVH - OVH SAS, FR FR evidence_decreased 42776 42309 -467
AS7303 AS7303 - Telecom Argentina S.A., AR AR evidence_increased 4134 4589 +455
AS36903 Office National des Postes et Telecommunications ONPT (Maroc Telecom) / IAM - Office National des Postes et Telecommunications ONPT (Maroc Telecom) / IAM, MA MA evidence_increased 2104 2475 +371
AS7713 telkomnet-as-ap - PT Telekomunikasi Indonesia, ID ID evidence_increased 6800 7161 +361
AS14593 SPACEX-STARLINK - Space Exploration Technologies Corporation, US US evidence_increased 2831 3174 +343
AS199739 Earthlink-DMCC-IQ - Earthlink Telecommunications Equipment Trading & Services DMCC, AE AE evidence_increased 360 698 +338
AS17072 AS17072 - TOTAL PLAY TELECOMUNICACIONES, S.A.P.I. DE C.V., MX MX evidence_increased 850 1184 +334
AS24757 Ethio Telecom - Ethio Telecom, ET ET evidence_increased 1400 1732 +332
AS13999 AS13999 - Mega Cable, S.A. de C.V., MX MX evidence_increased 849 1171 +322
AS5384 EMIRATES-INTERNET - EMIRATES TELECOMMUNICATIONS GROUP COMPANY (ETISALAT GROUP) PJSC, AE AE evidence_increased 1704 2000 +296
AS11664 AS11664 - Techtel LMDS Comunicaciones Interactivas S.A., AR AR evidence_increased 643 936 +293
AS27747 AS27747 - Telecentro S.A., AR AR evidence_increased 591 875 +284
AS6057 AS6057 - Administracion Nacional de Telecomunicaciones, UY UY evidence_increased 1600 1865 +265
AS36947 Telecom Algeria - Telecom Algeria, DZ DZ evidence_increased 1351 1610 +259
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ASN Karma Dataset - 2026-07-05 08:27 UTC

ASN Karma Dataset - 2026-07-05 08:27 UTC

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@github-actions github-actions released this 05 Jul 08:27
asn-karma-2026-07-05-0827Z
bf64f82

ASN Karma Dataset - 2026-07-05 07:49 UTC

Built at 2026-07-05T07:49:38Z.

Metric Value
Input records 4236699
Records enriched 3691560
Records unmapped 545139
Unique ASNs 31944
Unique sources 49
Expanded ASNs 100
Expanded prefixes 54018
Critical 3520
High 5477
Watch 8718
Duration seconds 2243.22

Artifacts

File Description
index.json Machine-readable release manifest
asn-risk.jsonl Primary JSONL risk dataset
asn-changes.jsonl ASN delta feed since previous build
asn-summary.csv CSV summary for review and reporting
asn-evidence-table.md Markdown table of top ASN evidence counts
asn-profiles.tar.gz Per-ASN JSON profiles
source-impact.csv Source contribution breakdown
country-risk.csv Country-level operational rollup
high-risk-asn-critical.txt Critical ASN tier
high-risk-asn-high.txt High ASN tier
high-risk-asn-watch.txt Watch ASN tier
high-risk-asn-prefixes-critical.txt Derived critical ASN announced prefixes
high-risk-asn-prefixes-high.txt Derived high ASN announced prefixes
high-risk-asn-prefixes-watch.txt Derived watch ASN announced prefixes
report.md Markdown dataset report
release-notes.md Release summary and top ASN table
run_stats.json Build metadata and tier counts
checksums.txt SHA256 checksums for release artifacts

Top ASN Evidence

Last updated: 2026-07-05T07:49:38Z

ASN Name Country Evidence Sources Score Tier Review
AS16509 AMAZON-02 - Amazon.com, Inc., US US 382908 33 65 watch true
AS14061 DIGITALOCEAN-ASN - DigitalOcean, LLC, US US 190762 35 65 watch true
AS174 COGENT-174 - Cogent Communications, LLC, US US 161365 18 65 watch true
AS4134 CHINANET-BACKBONE - No.31,Jin-rong Street, CN CN 143910 31 65 watch true
AS14618 AMAZON-AES - Amazon.com, Inc., US US 93545 32 65 watch true
AS4837 CHINA169-Backbone - CHINA UNICOM China169 Backbone, CN CN 81609 35 65 watch true
AS37963 ALIBABA-CN-NET - Hangzhou Alibaba Advertising Co.,Ltd., CN CN 64004 29 65 watch true
AS396982 GOOGLE-CLOUD-PLATFORM - Google LLC, US US 57266 33 65 watch true
AS8075 MICROSOFT-CORP-MSN-AS-BLOCK - Microsoft Corporation, US US 51277 32 65 watch true
AS20011 Dimension Data - Dimension Data, ZA ZA 47514 14 65 watch true
AS16276 OVH - OVH SAS, FR FR 42776 31 65 watch true
AS45102 ALIBABA-CN-NET - Alibaba (US) Technology Co., Ltd., CN US 42126 33 65 watch true
AS45090 TENCENT-NET-AP - Shenzhen Tencent Computer Systems Company Limited, CN CN 37051 28 65 watch true
AS132203 TENCENT-NET-AP-CN - Tencent Building, Kejizhongyi Avenue, CN SG 33478 26 65 watch true
AS31898 ORACLE-BMC-31898 - Oracle Corporation, US US 33375 29 65 watch true
AS36352 AS-COLOCROSSING - HostPapa, US US 29743 35 65 watch true
AS4766 KIXS-AS-KR-KR - Korea Telecom, KR KR 29120 26 95 critical false
AS9829 BSNL-NIB - National Internet Backbone, IN IN 26253 22 65 watch true
AS24940 HETZNER-AS - Hetzner Online GmbH, DE DE 26182 28 65 watch true
AS20473 AS-VULTR - The Constant Company, LLC, US US 20318 29 65 watch true
AS212238 CDNEXT - Datacamp Limited, GB US 20318 25 65 watch true
AS3462 HINET - Data Communication Business Group, TW TW 20138 22 95 critical false
AS63949 AKAMAI-LINODE-AP - Akamai Connected Cloud, SG US 19839 26 65 watch true
AS12389 ROSTELECOM-AS - PJSC Rostelecom, RU RU 17567 18 65 watch true
AS203020 HostRoyale - HostRoyale Technologies Pvt Ltd, IN US 16412 16 95 critical false

Changes Since Previous Build

ASN Name Country Change Previous Current Evidence Delta
AS14061 DIGITALOCEAN-ASN - DigitalOcean, LLC, US US evidence_decreased 192064 190762 -1302
AS16509 AMAZON-02 - Amazon.com, Inc., US US evidence_increased 381762 382908 +1146
AS17497 LGHL-AS-AP - Liasail Global Hongkong Limited, HK SC evidence_decreased 10450 9568 -882
AS7029 WINDSTREAM - Windstream Communications LLC, US US evidence_decreased 5901 5332 -569
AS210819 Serverhino - Netversor GmbH, DE DE evidence_decreased 502 12 -490
AS3320 DTAG - Deutsche Telekom AG, DE DE evidence_decreased 5895 5449 -446
AS210874 box-broadband - Box Broadband Limited, GB US risk_level_changed 4 380 +376
AS200373 Drei-K-Tech-GmbH - 3xK Tech GmbH, DE DE evidence_decreased 2557 2213 -344
AS45899 VNPT-AS-VN - VNPT Corp, VN VN evidence_increased 15508 15834 +326
AS174 COGENT-174 - Cogent Communications, LLC, US US evidence_increased 161144 161365 +221
AS14618 AMAZON-AES - Amazon.com, Inc., US US evidence_increased 93346 93545 +199
AS20115 CHARTER-20115 - Charter Communications LLC, US US evidence_decreased 4084 3910 -174
AS20011 Dimension Data - Dimension Data, ZA ZA evidence_increased 47342 47514 +172
AS272809 AS272809 - THUNDERNET, C.A., VE US evidence_increased 6542 6713 +171
AS16276 OVH - OVH SAS, FR FR evidence_increased 42611 42776 +165
AS212238 CDNEXT - Datacamp Limited, GB US evidence_decreased 20483 20318 -165
AS4134 CHINANET-BACKBONE - No.31,Jin-rong Street, CN CN evidence_decreased 144073 143910 -163
AS3257 GTT-BACKBONE - GTT Communications Inc., US US evidence_increased 13968 14120 +152
AS400463 DYNANODE-ASN-01 - DynaNode LLC, US SC evidence_decreased 8892 8755 -137
AS396982 GOOGLE-CLOUD-PLATFORM - Google LLC, US US evidence_decreased 57384 57266 -118
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ASN Karma Dataset - 2026-07-04 08:06 UTC

ASN Karma Dataset - 2026-07-04 08:06 UTC

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@github-actions github-actions released this 04 Jul 08:06
asn-karma-2026-07-04-0806Z
62577d7

ASN Karma Dataset - 2026-07-04 07:29 UTC

Built at 2026-07-04T07:29:57Z.

Metric Value
Input records 4233704
Records enriched 3688964
Records unmapped 544740
Unique ASNs 31931
Unique sources 48
Expanded ASNs 100
Expanded prefixes 55091
Critical 3170
High 5625
Watch 8805
Duration seconds 2183.85

Artifacts

File Description
index.json Machine-readable release manifest
asn-risk.jsonl Primary JSONL risk dataset
asn-changes.jsonl ASN delta feed since previous build
asn-summary.csv CSV summary for review and reporting
asn-evidence-table.md Markdown table of top ASN evidence counts
asn-profiles.tar.gz Per-ASN JSON profiles
source-impact.csv Source contribution breakdown
country-risk.csv Country-level operational rollup
high-risk-asn-critical.txt Critical ASN tier
high-risk-asn-high.txt High ASN tier
high-risk-asn-watch.txt Watch ASN tier
high-risk-asn-prefixes-critical.txt Derived critical ASN announced prefixes
high-risk-asn-prefixes-high.txt Derived high ASN announced prefixes
high-risk-asn-prefixes-watch.txt Derived watch ASN announced prefixes
report.md Markdown dataset report
release-notes.md Release summary and top ASN table
run_stats.json Build metadata and tier counts
checksums.txt SHA256 checksums for release artifacts

Top ASN Evidence

Last updated: 2026-07-04T07:29:57Z

ASN Name Country Evidence Sources Score Tier Review
AS16509 AMAZON-02 - Amazon.com, Inc., US US 381762 32 65 watch true
AS14061 DIGITALOCEAN-ASN - DigitalOcean, LLC, US US 192064 34 65 watch true
AS174 COGENT-174 - Cogent Communications, LLC, US US 161144 19 65 watch true
AS4134 CHINANET-BACKBONE - No.31,Jin-rong Street, CN CN 144073 30 65 watch true
AS14618 AMAZON-AES - Amazon.com, Inc., US US 93346 31 65 watch true
AS4837 CHINA169-Backbone - CHINA UNICOM China169 Backbone, CN CN 81686 31 65 watch true
AS37963 ALIBABA-CN-NET - Hangzhou Alibaba Advertising Co.,Ltd., CN CN 63976 27 65 watch true
AS396982 GOOGLE-CLOUD-PLATFORM - Google LLC, US US 57384 33 65 watch true
AS8075 MICROSOFT-CORP-MSN-AS-BLOCK - Microsoft Corporation, US US 51254 30 65 watch true
AS20011 Dimension Data - Dimension Data, ZA ZA 47342 13 65 watch true
AS16276 OVH - OVH SAS, FR FR 42611 30 65 watch true
AS45102 ALIBABA-CN-NET - Alibaba (US) Technology Co., Ltd., CN US 42170 31 65 watch true
AS45090 TENCENT-NET-AP - Shenzhen Tencent Computer Systems Company Limited, CN CN 37059 26 65 watch true
AS132203 TENCENT-NET-AP-CN - Tencent Building, Kejizhongyi Avenue, CN SG 33417 25 65 watch true
AS31898 ORACLE-BMC-31898 - Oracle Corporation, US US 33311 30 65 watch true
AS36352 AS-COLOCROSSING - HostPapa, US US 29831 33 65 watch true
AS4766 KIXS-AS-KR-KR - Korea Telecom, KR KR 29109 27 94 critical false
AS9829 BSNL-NIB - National Internet Backbone, IN IN 26302 22 65 watch true
AS24940 HETZNER-AS - Hetzner Online GmbH, DE DE 26164 30 65 watch true
AS212238 CDNEXT - Datacamp Limited, GB US 20483 24 65 watch true
AS20473 AS-VULTR - The Constant Company, LLC, US US 20291 28 65 watch true
AS3462 HINET - Data Communication Business Group, TW TW 20134 25 94 critical false
AS63949 AKAMAI-LINODE-AP - Akamai Connected Cloud, SG US 19842 28 65 watch true
AS12389 ROSTELECOM-AS - PJSC Rostelecom, RU RU 17555 18 65 watch true
AS203020 HostRoyale - HostRoyale Technologies Pvt Ltd, IN US 16375 16 94 critical false

Changes Since Previous Build

ASN Name Country Change Previous Current Evidence Delta
AS16509 AMAZON-02 - Amazon.com, Inc., US US evidence_increased 380496 381762 +1266
AS14061 DIGITALOCEAN-ASN - DigitalOcean, LLC, US US evidence_decreased 193178 192064 -1114
AS2856 BT-UK-AS - British Telecommunications Limited, GB GB evidence_decreased 3496 2887 -609
AS6789 CRELCOM-NET - CRELCOM LLC, RU RU evidence_decreased 4519 3920 -599
AS4837 CHINA169-Backbone - CHINA UNICOM China169 Backbone, CN CN evidence_increased 81326 81686 +360
AS4134 CHINANET-BACKBONE - No.31,Jin-rong Street, CN CN evidence_increased 143811 144073 +262
AS20011 Dimension Data - Dimension Data, ZA ZA evidence_increased 47153 47342 +189
AS400463 DYNANODE-ASN-01 - DynaNode LLC, US SC evidence_decreased 9050 8892 -158
AS396982 GOOGLE-CLOUD-PLATFORM - Google LLC, US US evidence_increased 57227 57384 +157
AS17497 LGHL-AS-AP - Liasail Global Hongkong Limited, HK SC evidence_decreased 10600 10450 -150
AS14618 AMAZON-AES - Amazon.com, Inc., US US evidence_increased 93197 93346 +149
AS3257 GTT-BACKBONE - GTT Communications Inc., US US evidence_increased 13829 13968 +139
AS200373 Drei-K-Tech-GmbH - 3xK Tech GmbH, DE DE evidence_increased 2424 2557 +133
AS6079 RCN-AS - RCN, US US evidence_increased 9452 9572 +120
AS8075 MICROSOFT-CORP-MSN-AS-BLOCK - Microsoft Corporation, US US evidence_increased 51137 51254 +117
AS394474 WHITELABELCOLO393 - WhiteLabelColo, US HN evidence_decreased 1735 1624 -111
AS45899 VNPT-AS-VN - VNPT Corp, VN VN evidence_increased 15405 15508 +103
AS18419 DADA-AS-TW - DaDa Broadband LTD., TW TW evidence_increased 1323 1421 +98
AS272809 AS272809 - THUNDERNET, C.A., VE US evidence_decreased 6637 6542 -95
AS7303 AS7303 - Telecom Argentina S.A., AR AR evidence_increased 4084 4171 +87
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ASN Karma Dataset - 2026-07-03 08:27 UTC

ASN Karma Dataset - 2026-07-03 08:27 UTC

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@github-actions github-actions released this 03 Jul 08:28
asn-karma-2026-07-03-0827Z
7eb5176

ASN Karma Dataset - 2026-07-03 07:51 UTC

Built at 2026-07-03T07:51:23Z.

Metric Value
Input records 4227418
Records enriched 3683457
Records unmapped 543961
Unique ASNs 31865
Unique sources 46
Expanded ASNs 99
Expanded prefixes 53357
Critical 3146
High 5607
Watch 8725
Duration seconds 2180.30

Artifacts

File Description
index.json Machine-readable release manifest
asn-risk.jsonl Primary JSONL risk dataset
asn-changes.jsonl ASN delta feed since previous build
asn-summary.csv CSV summary for review and reporting
asn-evidence-table.md Markdown table of top ASN evidence counts
asn-profiles.tar.gz Per-ASN JSON profiles
source-impact.csv Source contribution breakdown
country-risk.csv Country-level operational rollup
high-risk-asn-critical.txt Critical ASN tier
high-risk-asn-high.txt High ASN tier
high-risk-asn-watch.txt Watch ASN tier
high-risk-asn-prefixes-critical.txt Derived critical ASN announced prefixes
high-risk-asn-prefixes-high.txt Derived high ASN announced prefixes
high-risk-asn-prefixes-watch.txt Derived watch ASN announced prefixes
report.md Markdown dataset report
release-notes.md Release summary and top ASN table
run_stats.json Build metadata and tier counts
checksums.txt SHA256 checksums for release artifacts

Top ASN Evidence

Last updated: 2026-07-03T07:51:23Z

ASN Name Country Evidence Sources Score Tier Review
AS16509 AMAZON-02 - Amazon.com, Inc., US US 380496 31 65 watch true
AS14061 DIGITALOCEAN-ASN - DigitalOcean, LLC, US US 193178 33 65 watch true
AS174 COGENT-174 - Cogent Communications, LLC, US US 161065 20 65 watch true
AS4134 CHINANET-BACKBONE - No.31,Jin-rong Street, CN CN 143811 29 65 watch true
AS14618 AMAZON-AES - Amazon.com, Inc., US US 93197 31 65 watch true
AS4837 CHINA169-Backbone - CHINA UNICOM China169 Backbone, CN CN 81326 32 65 watch true
AS37963 ALIBABA-CN-NET - Hangzhou Alibaba Advertising Co.,Ltd., CN CN 63998 30 65 watch true
AS396982 GOOGLE-CLOUD-PLATFORM - Google LLC, US US 57227 31 65 watch true
AS8075 MICROSOFT-CORP-MSN-AS-BLOCK - Microsoft Corporation, US US 51137 30 65 watch true
AS20011 Dimension Data - Dimension Data, ZA ZA 47153 13 65 watch true
AS16276 OVH - OVH SAS, FR FR 42618 30 65 watch true
AS45102 ALIBABA-CN-NET - Alibaba (US) Technology Co., Ltd., CN US 42215 30 65 watch true
AS45090 TENCENT-NET-AP - Shenzhen Tencent Computer Systems Company Limited, CN CN 37058 28 65 watch true
AS132203 TENCENT-NET-AP-CN - Tencent Building, Kejizhongyi Avenue, CN SG 33380 25 65 watch true
AS31898 ORACLE-BMC-31898 - Oracle Corporation, US US 33269 29 65 watch true
AS36352 AS-COLOCROSSING - HostPapa, US US 29840 29 65 watch true
AS4766 KIXS-AS-KR-KR - Korea Telecom, KR KR 29078 25 94 critical false
AS9829 BSNL-NIB - National Internet Backbone, IN IN 26328 21 65 watch true
AS24940 HETZNER-AS - Hetzner Online GmbH, DE DE 26130 31 65 watch true
AS212238 CDNEXT - Datacamp Limited, GB US 20409 23 65 watch true
AS20473 AS-VULTR - The Constant Company, LLC, US US 20265 26 65 watch true
AS3462 HINET - Data Communication Business Group, TW TW 20127 24 94 critical false
AS63949 AKAMAI-LINODE-AP - Akamai Connected Cloud, SG US 19811 26 65 watch true
AS12389 ROSTELECOM-AS - PJSC Rostelecom, RU RU 17517 21 65 watch true
AS203020 HostRoyale - HostRoyale Technologies Pvt Ltd, IN US 16317 16 94 critical false

Changes Since Previous Build

ASN Name Country Change Previous Current Evidence Delta
AS16509 AMAZON-02 - Amazon.com, Inc., US US evidence_increased 379213 380496 +1283
AS4134 CHINANET-BACKBONE - No.31,Jin-rong Street, CN CN evidence_decreased 144877 143811 -1066
AS202759 FairyHosting - RJ Network OU, EE AT risk_level_changed 132 894 +762
AS6789 CRELCOM-NET - CRELCOM LLC, RU RU evidence_increased 3917 4519 +602
AS199707 XINGTONGHUI - HONGKONG XING TONG HUI TECHNOLOGY CO., LIMITED, HK PL evidence_decreased 393 7 -386
AS396982 GOOGLE-CLOUD-PLATFORM - Google LLC, US US evidence_decreased 57569 57227 -342
AS4837 CHINA169-Backbone - CHINA UNICOM China169 Backbone, CN CN evidence_decreased 81597 81326 -271
AS209693 OC-NETWORK - OC NETWORKS LIMITED, GB CZ evidence_increased 576 834 +258
AS6079 RCN-AS - RCN, US US evidence_increased 9195 9452 +257
AS200373 Drei-K-Tech-GmbH - 3xK Tech GmbH, DE DE evidence_increased 2185 2424 +239
AS62513 GOCODEIT-INC - GoCodeIT Inc, CA CA evidence_increased 522 740 +218
AS16276 OVH - OVH SAS, FR FR evidence_increased 42402 42618 +216
AS9808 CHINAMOBILE-CN - China Mobile Communications Group Co., Ltd., CN CN evidence_decreased 8076 7872 -204
AS835 GOCODEIT-EDGE - GoCodeIT Inc, CA CA evidence_decreased 264 66 -198
AS400463 DYNANODE-ASN-01 - DynaNode LLC, US SC evidence_decreased 9240 9050 -190
AS45102 ALIBABA-CN-NET - Alibaba (US) Technology Co., Ltd., CN US evidence_increased 42034 42215 +181
AS63099 MADEALA TELECOM TECHNOLOGY - MADEALA TELECOM TECHNOLOGY INC, US SC evidence_increased 370 547 +177
AS395793 ARISK-COMMUNICATIONS-INC - Arisk Communications inc., US SC evidence_decreased 857 680 -177
AS20011 Dimension Data - Dimension Data, ZA ZA evidence_increased 46978 47153 +175
AS17497 LGHL-AS-AP - Liasail Global Hongkong Limited, HK SC evidence_decreased 10774 10600 -174
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ASN Karma Dataset - 2026-07-02 08:34 UTC

ASN Karma Dataset - 2026-07-02 08:34 UTC

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@github-actions github-actions released this 02 Jul 08:34
asn-karma-2026-07-02-0834Z
e852ad2

ASN Karma Dataset - 2026-07-02 07:57 UTC

Built at 2026-07-02T07:57:16Z.

Metric Value
Input records 4224629
Records enriched 3679139
Records unmapped 545490
Unique ASNs 31862
Unique sources 47
Expanded ASNs 99
Expanded prefixes 52196
Critical 2975
High 5543
Watch 7850
Duration seconds 2217.57

Artifacts

File Description
index.json Machine-readable release manifest
asn-risk.jsonl Primary JSONL risk dataset
asn-changes.jsonl ASN delta feed since previous build
asn-summary.csv CSV summary for review and reporting
asn-evidence-table.md Markdown table of top ASN evidence counts
asn-profiles.tar.gz Per-ASN JSON profiles
source-impact.csv Source contribution breakdown
country-risk.csv Country-level operational rollup
high-risk-asn-critical.txt Critical ASN tier
high-risk-asn-high.txt High ASN tier
high-risk-asn-watch.txt Watch ASN tier
high-risk-asn-prefixes-critical.txt Derived critical ASN announced prefixes
high-risk-asn-prefixes-high.txt Derived high ASN announced prefixes
high-risk-asn-prefixes-watch.txt Derived watch ASN announced prefixes
report.md Markdown dataset report
release-notes.md Release summary and top ASN table
run_stats.json Build metadata and tier counts
checksums.txt SHA256 checksums for release artifacts

Top ASN Evidence

Last updated: 2026-07-02T07:57:16Z

ASN Name Country Evidence Sources Score Tier Review
AS16509 AMAZON-02 - Amazon.com, Inc., US US 379213 33 65 watch true
AS14061 DIGITALOCEAN-ASN - DigitalOcean, LLC, US US 193347 33 65 watch true
AS174 COGENT-174 - Cogent Communications, LLC, US US 161033 21 65 watch true
AS4134 CHINANET-BACKBONE - No.31,Jin-rong Street, CN CN 144877 29 65 watch true
AS14618 AMAZON-AES - Amazon.com, Inc., US US 93075 32 65 watch true
AS4837 CHINA169-Backbone - CHINA UNICOM China169 Backbone, CN CN 81597 29 65 watch true
AS37963 ALIBABA-CN-NET - Hangzhou Alibaba Advertising Co.,Ltd., CN CN 63987 29 65 watch true
AS396982 GOOGLE-CLOUD-PLATFORM - Google LLC, US US 57569 29 65 watch true
AS8075 MICROSOFT-CORP-MSN-AS-BLOCK - Microsoft Corporation, US US 51203 31 65 watch true
AS20011 Dimension Data - Dimension Data, ZA ZA 46978 13 65 watch true
AS16276 OVH - OVH SAS, FR FR 42402 32 65 watch true
AS45102 ALIBABA-CN-NET - Alibaba (US) Technology Co., Ltd., CN US 42034 30 65 watch true
AS45090 TENCENT-NET-AP - Shenzhen Tencent Computer Systems Company Limited, CN CN 37037 29 65 watch true
AS132203 TENCENT-NET-AP-CN - Tencent Building, Kejizhongyi Avenue, CN SG 33364 25 65 watch true
AS31898 ORACLE-BMC-31898 - Oracle Corporation, US US 33209 27 65 watch true
AS36352 AS-COLOCROSSING - HostPapa, US US 29849 31 65 watch true
AS4766 KIXS-AS-KR-KR - Korea Telecom, KR KR 29082 26 93 critical false
AS9829 BSNL-NIB - National Internet Backbone, IN IN 26355 24 65 watch true
AS24940 HETZNER-AS - Hetzner Online GmbH, DE DE 26110 31 65 watch true
AS212238 CDNEXT - Datacamp Limited, GB US 20304 23 65 watch true
AS20473 AS-VULTR - The Constant Company, LLC, US US 20255 27 65 watch true
AS3462 HINET - Data Communication Business Group, TW TW 20165 23 93 critical false
AS63949 AKAMAI-LINODE-AP - Akamai Connected Cloud, SG US 19717 28 65 watch true
AS12389 ROSTELECOM-AS - PJSC Rostelecom, RU RU 17517 20 65 watch true
AS203020 HostRoyale - HostRoyale Technologies Pvt Ltd, IN US 16210 16 93 critical false

Changes Since Previous Build

ASN Name Country Change Previous Current Evidence Delta
AS216071 VDSINA - SERVERS TECH FZCO, AE AE evidence_increased 4353 10319 +5966
AS16509 AMAZON-02 - Amazon.com, Inc., US US evidence_increased 374024 379213 +5189
AS14618 AMAZON-AES - Amazon.com, Inc., US US evidence_increased 89961 93075 +3114
AS63949 AKAMAI-LINODE-AP - Akamai Connected Cloud, SG US evidence_increased 18645 19717 +1072
AS202759 FairyHosting - RJ Network OU, EE EE risk_level_changed 892 132 -760
AS7029 WINDSTREAM - Windstream Communications LLC, US US evidence_increased 5193 5840 +647
AS4134 CHINANET-BACKBONE - No.31,Jin-rong Street, CN CN evidence_increased 144234 144877 +643
AS2856 BT-UK-AS - British Telecommunications PLC, GB GB evidence_increased 2894 3479 +585
AS3320 DTAG - Deutsche Telekom AG, DE DE evidence_increased 5360 5899 +539
AS4837 CHINA169-Backbone - CHINA UNICOM China169 Backbone, CN CN evidence_increased 81262 81597 +335
AS45102 ALIBABA-CN-NET - Alibaba (US) Technology Co., Ltd., CN US evidence_increased 41704 42034 +330
AS16276 OVH - OVH SAS, FR FR evidence_increased 42081 42402 +321
AS55286 SERVER-MANIA - B2 Net Solutions Inc., CA US evidence_increased 5341 5645 +304
AS174 COGENT-174 - Cogent Communications, LLC, US US evidence_decreased 161334 161033 -301
AS396982 GOOGLE-CLOUD-PLATFORM - Google LLC, US US evidence_increased 57288 57569 +281
AS209693 OC-NETWORK - OC NETWORKS LIMITED, GB CZ evidence_decreased 828 576 -252
AS216154 CLODO - CLODO CLOUD SERVICE CO. L.L.C, AE AE evidence_increased 306 557 +251
AS132203 TENCENT-NET-AP-CN - Tencent Building, Kejizhongyi Avenue, CN SG evidence_increased 33125 33364 +239
AS13332 HYPEENT-SJ - Hype Enterprises, US US evidence_increased 977 1205 +228
AS26548 PUREVOLTAGE-INC - PureVoltage Hosting Inc., US US evidence_increased 7831 8056 +225
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ASN Karma Dataset - 2026-07-01 09:16 UTC

ASN Karma Dataset - 2026-07-01 09:16 UTC

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@github-actions github-actions released this 01 Jul 09:16
asn-karma-2026-07-01-0916Z
08b6380

ASN Karma Dataset - 2026-07-01 08:40 UTC

Built at 2026-07-01T08:40:36Z.

Metric Value
Input records 4201011
Records enriched 3651819
Records unmapped 549192
Unique ASNs 31776
Unique sources 47
Expanded ASNs 99
Expanded prefixes 51591
Critical 2959
High 5544
Watch 7866
Duration seconds 2153.75

Artifacts

File Description
index.json Machine-readable release manifest
asn-risk.jsonl Primary JSONL risk dataset
asn-changes.jsonl ASN delta feed since previous build
asn-summary.csv CSV summary for review and reporting
asn-evidence-table.md Markdown table of top ASN evidence counts
asn-profiles.tar.gz Per-ASN JSON profiles
source-impact.csv Source contribution breakdown
country-risk.csv Country-level operational rollup
high-risk-asn-critical.txt Critical ASN tier
high-risk-asn-high.txt High ASN tier
high-risk-asn-watch.txt Watch ASN tier
high-risk-asn-prefixes-critical.txt Derived critical ASN announced prefixes
high-risk-asn-prefixes-high.txt Derived high ASN announced prefixes
high-risk-asn-prefixes-watch.txt Derived watch ASN announced prefixes
report.md Markdown dataset report
release-notes.md Release summary and top ASN table
run_stats.json Build metadata and tier counts
checksums.txt SHA256 checksums for release artifacts

Top ASN Evidence

Last updated: 2026-07-01T08:40:36Z

ASN Name Country Evidence Sources Score Tier Review
AS16509 AMAZON-02 - Amazon.com, Inc., US US 374024 32 65 watch true
AS14061 DIGITALOCEAN-ASN - DigitalOcean, LLC, US US 193392 32 65 watch true
AS174 COGENT-174 - Cogent Communications, LLC, US US 161334 18 65 watch true
AS4134 CHINANET-BACKBONE - No.31,Jin-rong Street, CN CN 144234 28 65 watch true
AS14618 AMAZON-AES - Amazon.com, Inc., US US 89961 32 65 watch true
AS4837 CHINA169-Backbone - CHINA UNICOM China169 Backbone, CN CN 81262 30 65 watch true
AS37963 ALIBABA-CN-NET - Hangzhou Alibaba Advertising Co.,Ltd., CN CN 64023 27 65 watch true
AS396982 GOOGLE-CLOUD-PLATFORM - Google LLC, US US 57288 27 65 watch true
AS8075 MICROSOFT-CORP-MSN-AS-BLOCK - Microsoft Corporation, US US 51252 30 65 watch true
AS20011 Dimension Data - Dimension Data, ZA ZA 46799 13 65 watch true
AS16276 OVH - OVH SAS, FR FR 42081 28 65 watch true
AS45102 ALIBABA-CN-NET - Alibaba (US) Technology Co., Ltd., CN US 41704 30 65 watch true
AS45090 TENCENT-NET-AP - Shenzhen Tencent Computer Systems Company Limited, CN CN 37003 24 65 watch true
AS31898 ORACLE-BMC-31898 - Oracle Corporation, US US 33162 27 65 watch true
AS132203 TENCENT-NET-AP-CN - Tencent Building, Kejizhongyi Avenue, CN SG 33125 26 65 watch true
AS36352 AS-COLOCROSSING - HostPapa, US US 29847 29 65 watch true
AS4766 KIXS-AS-KR-KR - Korea Telecom, KR KR 29015 25 93 critical false
AS9829 BSNL-NIB - National Internet Backbone, IN IN 26364 21 65 watch true
AS24940 HETZNER-AS - Hetzner Online GmbH, DE DE 26070 30 65 watch true
AS20473 AS-VULTR - The Constant Company, LLC, US US 20300 28 65 watch true
AS212238 CDNEXT - Datacamp Limited, GB US 20208 23 65 watch true
AS3462 HINET - Data Communication Business Group, TW TW 20092 23 93 critical false
AS63949 AKAMAI-LINODE-AP - Akamai Connected Cloud, SG US 18645 27 65 watch true
AS12389 ROSTELECOM-AS - PJSC Rostelecom, RU RU 17435 19 65 watch true
AS203020 HostRoyale - HostRoyale Technologies Pvt Ltd, IN US 16154 16 93 critical false

Changes Since Previous Build

ASN Name Country Change Previous Current Evidence Delta
AS25133 MCLAUT-AS - LLC McLaut-Invest, UA LV risk_level_changed 9256 11366 +2110
AS16509 AMAZON-02 - Amazon.com, Inc., US US evidence_increased 372892 374024 +1132
AS14061 DIGITALOCEAN-ASN - DigitalOcean, LLC, US US evidence_decreased 194373 193392 -981
AS24940 HETZNER-AS - Hetzner Online GmbH, DE DE evidence_increased 25210 26070 +860
AS56340 UmnyeSeti-AS - Grand Ltd, RU RU risk_level_changed 980 1802 +822
AS4134 CHINANET-BACKBONE - No.31,Jin-rong Street, CN CN evidence_decreased 145014 144234 -780
AS396982 GOOGLE-CLOUD-PLATFORM - Google LLC, US US evidence_increased 56528 57288 +760
AS197218 ASLANPRO - PP Dmutrashko Evgeny Vitalievich, UA UA evidence_increased 195 868 +673
AS201907 TOV-BITIORA - TOV Bitiora, UA SI evidence_decreased 680 10 -670
AS51522 ONLINE - ONLINE LLC, RU RU evidence_increased 823 1379 +556
AS15377 FREGAT - TRADITIONAL LLC, UA UA risk_level_changed 7709 8130 +421
AS197831 DISKUS-AS - Telekom Ltd, RU RU evidence_increased 180 556 +376
AS328608 Africa on Cloud - Africa on Cloud, ZA SC risk_level_changed 2865 3223 +358
AS25369 BANDWIDTH-AS - Hydra Communications Ltd, GB GB evidence_increased 3055 3398 +343
AS46918 GLPEER - GLOBALHOSTINGSOLUTIONS INC, US MD evidence_increased 53 362 +309
AS44382 WhiteLabel - Fiba Cloud Operation Company, LLC, US US evidence_increased 679 984 +305
AS63099 MADEALA TELECOM TECHNOLOGY - MADEALA TELECOM TECHNOLOGY INC, US SC risk_level_changed 67 368 +301
AS395793 ARISK-COMMUNICATIONS-INC - Arisk Communications inc., US SC risk_level_changed 1130 836 -294
AS202412 OMEGATECH-AS - Omegatech LTD, SC TR evidence_increased 644 929 +285
AS215721 zn-as - Zinchenko Natalya, RU RU evidence_increased 46 331 +285
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ASN Karma Dataset - 2026-06-30 08:57 UTC

ASN Karma Dataset - 2026-06-30 08:57 UTC

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@github-actions github-actions released this 30 Jun 08:57
asn-karma-2026-06-30-0857Z
6918bd4

ASN Karma Dataset - 2026-06-30 08:21 UTC

Built at 2026-06-30T08:21:36Z.

Metric Value
Input records 4195589
Records enriched 3631223
Records unmapped 564366
Unique ASNs 31628
Unique sources 48
Expanded ASNs 100
Expanded prefixes 54121
Critical 1141
High 6995
Watch 7882
Duration seconds 2114.30

Artifacts

File Description
index.json Machine-readable release manifest
asn-risk.jsonl Primary JSONL risk dataset
asn-changes.jsonl ASN delta feed since previous build
asn-summary.csv CSV summary for review and reporting
asn-evidence-table.md Markdown table of top ASN evidence counts
asn-profiles.tar.gz Per-ASN JSON profiles
source-impact.csv Source contribution breakdown
country-risk.csv Country-level operational rollup
high-risk-asn-critical.txt Critical ASN tier
high-risk-asn-high.txt High ASN tier
high-risk-asn-watch.txt Watch ASN tier
high-risk-asn-prefixes-critical.txt Derived critical ASN announced prefixes
high-risk-asn-prefixes-high.txt Derived high ASN announced prefixes
high-risk-asn-prefixes-watch.txt Derived watch ASN announced prefixes
report.md Markdown dataset report
release-notes.md Release summary and top ASN table
run_stats.json Build metadata and tier counts
checksums.txt SHA256 checksums for release artifacts

Top ASN Evidence

Last updated: 2026-06-30T08:21:36Z

ASN Name Country Evidence Sources Score Tier Review
AS16509 AMAZON-02 - Amazon.com, Inc., US US 372892 34 65 watch true
AS14061 DIGITALOCEAN-ASN - DigitalOcean, LLC, US US 194373 35 65 watch true
AS174 COGENT-174 - Cogent Communications, LLC, US US 161286 20 65 watch true
AS4134 CHINANET-BACKBONE - No.31,Jin-rong Street, CN CN 145014 30 65 watch true
AS14618 AMAZON-AES - Amazon.com, Inc., US US 89793 32 65 watch true
AS4837 CHINA169-Backbone - CHINA UNICOM China169 Backbone, CN CN 81329 33 65 watch true
AS37963 ALIBABA-CN-NET - Hangzhou Alibaba Advertising Co.,Ltd., CN CN 64064 31 65 watch true
AS396982 GOOGLE-CLOUD-PLATFORM - Google LLC, US US 56528 30 65 watch true
AS8075 MICROSOFT-CORP-MSN-AS-BLOCK - Microsoft Corporation, US US 51206 31 65 watch true
AS20011 Dimension Data - Dimension Data, ZA ZA 46609 14 65 watch true
AS16276 OVH - OVH SAS, FR FR 41900 29 65 watch true
AS45102 ALIBABA-CN-NET - Alibaba (US) Technology Co., Ltd., CN US 41703 32 65 watch true
AS45090 TENCENT-NET-AP - Shenzhen Tencent Computer Systems Company Limited, CN CN 37031 28 65 watch true
AS132203 TENCENT-NET-AP-CN - Tencent Building, Kejizhongyi Avenue, CN SG 33111 29 65 watch true
AS31898 ORACLE-BMC-31898 - Oracle Corporation, US US 33090 27 65 watch true
AS36352 AS-COLOCROSSING - HostPapa, US US 29861 31 65 watch true
AS4766 KIXS-AS-KR-KR - Korea Telecom, KR KR 28996 28 92 critical false
AS9829 BSNL-NIB - National Internet Backbone, IN IN 26320 23 65 watch true
AS24940 HETZNER-AS - Hetzner Online GmbH, DE DE 25210 30 65 watch true
AS20473 AS-VULTR - The Constant Company, LLC, US US 20264 29 65 watch true
AS212238 CDNEXT - Datacamp Limited, GB US 20139 25 65 watch true
AS3462 HINET - Data Communication Business Group, TW TW 20091 25 92 critical false
AS63949 AKAMAI-LINODE-AP - Akamai Connected Cloud, SG US 18592 28 65 watch true
AS12389 ROSTELECOM-AS - PJSC Rostelecom, RU RU 17408 23 65 watch true
AS203020 HostRoyale - HostRoyale Technologies Pvt Ltd, IN US 16090 17 92 critical false

Changes Since Previous Build

ASN Name Country Change Previous Current Evidence Delta
AS25133 MCLAUT-AS - LLC McLaut-Invest, UA LV evidence_decreased 11314 9256 -2058
AS16509 AMAZON-02 - Amazon.com, Inc., US US evidence_increased 371277 372892 +1615
AS8048 AS8048 - CANTV Servicios, Venezuela, VE VE evidence_increased 3645 4841 +1196
AS14061 DIGITALOCEAN-ASN - DigitalOcean, LLC, US US evidence_decreased 195448 194373 -1075
AS210976 TWC-EU - Timeweb, LLP, KZ RU evidence_increased 2034 2925 +891
AS7029 WINDSTREAM - Windstream Communications LLC, US US evidence_increased 4312 5180 +868
AS56340 UmnyeSeti-AS - Grand Ltd, RU RU evidence_decreased 1801 980 -821
AS4134 CHINANET-BACKBONE - No.31,Jin-rong Street, CN CN evidence_increased 144237 145014 +777
AS24940 HETZNER-AS - Hetzner Online GmbH, DE DE evidence_decreased 25966 25210 -756
AS197218 ASLANPRO - PP Dmutrashko Evgeny Vitalievich, UA UA evidence_decreased 866 195 -671
AS51522 ONLINE - ONLINE LLC, RU RU evidence_decreased 1380 823 -557
AS44382 WhiteLabel - Fiba Cloud Operation Company, LLC, US US evidence_increased 139 679 +540
AS63859 MYREPUBLIC-AS-ID - PT. Eka Mas Republik, ID ID evidence_increased 726 1258 +532
AS398324 CENSYS-ARIN-01 - Censys, Inc., US US evidence_decreased 2563 2052 -511
AS17497 LGHL-AS-AP - Liasail Global Hongkong Limited, HK SC evidence_decreased 11660 11165 -495
AS28573 AS28573 - Claro NXT Telecomunicacoes Ltda, BR BR evidence_increased 4147 4596 +449
AS138886 DBN-AS-ID - PT Data Buana Nusantara, ID ID evidence_increased 100 516 +416
AS16276 OVH - OVH SAS, FR FR evidence_increased 41486 41900 +414
AS27699 AS27699 - TELEFONICA BRASIL S.A, BR BR evidence_increased 2242 2652 +410
AS396982 GOOGLE-CLOUD-PLATFORM - Google LLC, US US evidence_increased 56118 56528 +410
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