diff --git a/.gitattributes b/.gitattributes index 1ef325f1b111266a6b26e0196871bd78baa8c2f3..a484b1f72fd454c7da9dc9f4458eeae8a9b719dd 100644 --- a/.gitattributes +++ b/.gitattributes @@ -57,3 +57,92 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text # Video files - compressed *.mp4 filter=lfs diff=lfs merge=lfs -text *.webm filter=lfs diff=lfs merge=lfs -text +archive/1.benign.csv filter=lfs diff=lfs merge=lfs -text +archive/1.gafgyt.combo.csv filter=lfs diff=lfs merge=lfs -text +archive/1.gafgyt.junk.csv filter=lfs diff=lfs merge=lfs -text +archive/1.gafgyt.scan.csv filter=lfs diff=lfs merge=lfs -text +archive/1.gafgyt.tcp.csv filter=lfs diff=lfs merge=lfs -text +archive/1.gafgyt.udp.csv filter=lfs diff=lfs merge=lfs -text +archive/1.mirai.ack.csv filter=lfs diff=lfs merge=lfs -text +archive/1.mirai.scan.csv filter=lfs diff=lfs merge=lfs -text +archive/1.mirai.syn.csv filter=lfs diff=lfs merge=lfs -text +archive/1.mirai.udp.csv filter=lfs diff=lfs merge=lfs -text +archive/1.mirai.udpplain.csv filter=lfs diff=lfs merge=lfs -text +archive/2.benign.csv filter=lfs diff=lfs merge=lfs -text +archive/2.gafgyt.combo.csv filter=lfs diff=lfs merge=lfs -text +archive/2.gafgyt.junk.csv filter=lfs diff=lfs merge=lfs -text +archive/2.gafgyt.scan.csv filter=lfs diff=lfs merge=lfs -text +archive/2.gafgyt.tcp.csv filter=lfs diff=lfs merge=lfs -text +archive/2.gafgyt.udp.csv filter=lfs diff=lfs merge=lfs -text +archive/2.mirai.ack.csv filter=lfs diff=lfs merge=lfs -text +archive/2.mirai.scan.csv filter=lfs diff=lfs merge=lfs -text +archive/2.mirai.syn.csv filter=lfs diff=lfs merge=lfs -text +archive/2.mirai.udp.csv filter=lfs diff=lfs merge=lfs -text +archive/2.mirai.udpplain.csv filter=lfs diff=lfs merge=lfs -text +archive/3.benign.csv filter=lfs diff=lfs merge=lfs -text +archive/3.gafgyt.combo.csv filter=lfs diff=lfs merge=lfs -text +archive/3.gafgyt.junk.csv filter=lfs diff=lfs merge=lfs -text +archive/3.gafgyt.scan.csv filter=lfs diff=lfs merge=lfs -text +archive/3.gafgyt.tcp.csv filter=lfs diff=lfs merge=lfs -text +archive/3.gafgyt.udp.csv filter=lfs diff=lfs merge=lfs -text +archive/4.benign.csv filter=lfs diff=lfs merge=lfs -text +archive/4.gafgyt.combo.csv filter=lfs diff=lfs merge=lfs -text +archive/4.gafgyt.junk.csv filter=lfs diff=lfs merge=lfs -text +archive/4.gafgyt.scan.csv filter=lfs diff=lfs merge=lfs -text +archive/4.gafgyt.tcp.csv filter=lfs diff=lfs merge=lfs -text +archive/4.gafgyt.udp.csv filter=lfs diff=lfs merge=lfs -text +archive/4.mirai.ack.csv filter=lfs diff=lfs merge=lfs -text +archive/4.mirai.scan.csv filter=lfs diff=lfs merge=lfs -text +archive/4.mirai.syn.csv filter=lfs diff=lfs merge=lfs -text +archive/4.mirai.udp.csv filter=lfs diff=lfs merge=lfs -text +archive/4.mirai.udpplain.csv filter=lfs diff=lfs merge=lfs -text +archive/5.benign.csv filter=lfs diff=lfs merge=lfs -text +archive/5.gafgyt.combo.csv filter=lfs diff=lfs merge=lfs -text +archive/5.gafgyt.junk.csv filter=lfs diff=lfs merge=lfs -text +archive/5.gafgyt.scan.csv filter=lfs diff=lfs merge=lfs -text +archive/5.gafgyt.tcp.csv filter=lfs diff=lfs merge=lfs -text +archive/5.gafgyt.udp.csv filter=lfs diff=lfs merge=lfs -text +archive/5.mirai.ack.csv filter=lfs diff=lfs merge=lfs -text +archive/5.mirai.scan.csv filter=lfs diff=lfs merge=lfs -text +archive/5.mirai.syn.csv filter=lfs diff=lfs merge=lfs -text +archive/5.mirai.udp.csv filter=lfs diff=lfs merge=lfs -text +archive/5.mirai.udpplain.csv filter=lfs diff=lfs merge=lfs -text +archive/6.benign.csv filter=lfs diff=lfs merge=lfs -text +archive/6.gafgyt.combo.csv filter=lfs diff=lfs merge=lfs -text +archive/6.gafgyt.junk.csv filter=lfs diff=lfs merge=lfs -text +archive/6.gafgyt.scan.csv filter=lfs diff=lfs merge=lfs -text +archive/6.gafgyt.tcp.csv filter=lfs diff=lfs merge=lfs -text +archive/6.gafgyt.udp.csv filter=lfs diff=lfs merge=lfs -text +archive/6.mirai.ack.csv filter=lfs diff=lfs merge=lfs -text +archive/6.mirai.scan.csv filter=lfs diff=lfs merge=lfs -text +archive/6.mirai.syn.csv filter=lfs diff=lfs merge=lfs -text +archive/6.mirai.udp.csv filter=lfs diff=lfs merge=lfs -text +archive/6.mirai.udpplain.csv filter=lfs diff=lfs merge=lfs -text +archive/7.benign.csv filter=lfs diff=lfs merge=lfs -text +archive/7.gafgyt.combo.csv filter=lfs diff=lfs merge=lfs -text +archive/7.gafgyt.junk.csv filter=lfs diff=lfs merge=lfs -text +archive/7.gafgyt.scan.csv filter=lfs diff=lfs merge=lfs -text +archive/7.gafgyt.tcp.csv filter=lfs diff=lfs merge=lfs -text +archive/7.gafgyt.udp.csv filter=lfs diff=lfs merge=lfs -text +archive/8.benign.csv filter=lfs diff=lfs merge=lfs -text +archive/8.gafgyt.combo.csv filter=lfs diff=lfs merge=lfs -text +archive/8.gafgyt.junk.csv filter=lfs diff=lfs merge=lfs -text +archive/8.gafgyt.scan.csv filter=lfs diff=lfs merge=lfs -text +archive/8.gafgyt.tcp.csv filter=lfs diff=lfs merge=lfs -text +archive/8.gafgyt.udp.csv filter=lfs diff=lfs merge=lfs -text +archive/8.mirai.ack.csv filter=lfs diff=lfs merge=lfs -text +archive/8.mirai.scan.csv filter=lfs diff=lfs merge=lfs -text +archive/8.mirai.syn.csv filter=lfs diff=lfs merge=lfs -text +archive/8.mirai.udp.csv filter=lfs diff=lfs merge=lfs -text +archive/8.mirai.udpplain.csv filter=lfs diff=lfs merge=lfs -text +archive/9.benign.csv filter=lfs diff=lfs merge=lfs -text +archive/9.gafgyt.combo.csv filter=lfs diff=lfs merge=lfs -text +archive/9.gafgyt.junk.csv filter=lfs diff=lfs merge=lfs -text +archive/9.gafgyt.scan.csv filter=lfs diff=lfs merge=lfs -text +archive/9.gafgyt.tcp.csv filter=lfs diff=lfs merge=lfs -text +archive/9.gafgyt.udp.csv filter=lfs diff=lfs merge=lfs -text +archive/9.mirai.ack.csv filter=lfs diff=lfs merge=lfs -text +archive/9.mirai.scan.csv filter=lfs diff=lfs merge=lfs -text +archive/9.mirai.syn.csv filter=lfs diff=lfs merge=lfs -text +archive/9.mirai.udp.csv filter=lfs diff=lfs merge=lfs -text +archive/9.mirai.udpplain.csv filter=lfs diff=lfs merge=lfs -text diff --git a/archive/1.benign.csv b/archive/1.benign.csv new file mode 100644 index 0000000000000000000000000000000000000000..6e0704ef03f588045a8e9f82ddfd49dc138a1f2d --- /dev/null +++ b/archive/1.benign.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:866083fd18f52b6ddde94e47b4d27925432bb83d5f547868f143d87c50354650 +size 46537568 diff --git a/archive/1.gafgyt.combo.csv b/archive/1.gafgyt.combo.csv new file mode 100644 index 0000000000000000000000000000000000000000..316254015cd80a6a3e9e5297622bf5544f7fc16f --- /dev/null +++ b/archive/1.gafgyt.combo.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:99755635b255c1b05f1605259dbbf3f77200fc284930be888d4c3423a95815d9 +size 105833909 diff --git a/archive/1.gafgyt.junk.csv b/archive/1.gafgyt.junk.csv new file mode 100644 index 0000000000000000000000000000000000000000..4033594e309c5af0e3ddef9cf3c54e0d0241815a --- /dev/null +++ b/archive/1.gafgyt.junk.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:aafbfc32aef267dee69d9937a69e9561a636762a02a19bcbf437812325863842 +size 49322665 diff --git a/archive/1.gafgyt.scan.csv b/archive/1.gafgyt.scan.csv new file mode 100644 index 0000000000000000000000000000000000000000..5ebd8c92ef84f99056615eba2b04918daef94e9b --- /dev/null +++ b/archive/1.gafgyt.scan.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cca1095c1872c20a299fa522987f50bf9ec9828e2bd6983aef604ddc8a8eb2b5 +size 40177901 diff --git a/archive/1.gafgyt.tcp.csv b/archive/1.gafgyt.tcp.csv new file mode 100644 index 0000000000000000000000000000000000000000..7059dcf4a336a2ebf6f8462c212fb0c2c125d6b4 --- /dev/null +++ b/archive/1.gafgyt.tcp.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:deb5e28f12424c4b8b5fd62706b7609bdaacf38a380b5eb3aa01e292f00af7c1 +size 51866227 diff --git a/archive/1.gafgyt.udp.csv b/archive/1.gafgyt.udp.csv new file mode 100644 index 0000000000000000000000000000000000000000..42aa4d3a4e26c82356e274a6a8a6968bc76d5eba --- /dev/null +++ b/archive/1.gafgyt.udp.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:10f3cfff3c04016668a3a4904722bd9a9930bb17fbebaaf3b2dcd4df2b6e7fec +size 59597256 diff --git a/archive/1.mirai.ack.csv b/archive/1.mirai.ack.csv new file mode 100644 index 0000000000000000000000000000000000000000..17288ec65925476c1bc94555371b53d0a5ba0b74 --- /dev/null +++ b/archive/1.mirai.ack.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ef411d0b9d9021c209e3c52cf83e3dd628ee3137c370c0a73c741dd3b0375483 +size 135498914 diff --git a/archive/1.mirai.scan.csv b/archive/1.mirai.scan.csv new file mode 100644 index 0000000000000000000000000000000000000000..8132f334871aa8a6891eb97d9ae6fe4f540a6a86 --- /dev/null +++ b/archive/1.mirai.scan.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:33184b64cf3edc279bd8001301409afb1f3b137f380cabf6d8519ee0343d085e +size 107510905 diff --git a/archive/1.mirai.syn.csv b/archive/1.mirai.syn.csv new file mode 100644 index 0000000000000000000000000000000000000000..59b03e6a7bee6d8855a12a9e36a0ad6b601d9ff2 --- /dev/null +++ b/archive/1.mirai.syn.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:58d4a359b9d0b1bd7f0ce49ba239e18fc0b27a361e8386413a61faec9d99c3e7 +size 164633193 diff --git a/archive/1.mirai.udp.csv b/archive/1.mirai.udp.csv new file mode 100644 index 0000000000000000000000000000000000000000..659ee2636f352c56da0ce4003c8fc5de5f291416 --- /dev/null +++ b/archive/1.mirai.udp.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bfc623dc77506276ff2af501ce02ecb40f6a6d812c3908fbab0a77776b29a490 +size 315304260 diff --git a/archive/1.mirai.udpplain.csv b/archive/1.mirai.udpplain.csv new file mode 100644 index 0000000000000000000000000000000000000000..8a9369edb5e96cb4bd181e461f5d0eebaefcecc0 --- /dev/null +++ b/archive/1.mirai.udpplain.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1f888f66c06dde773e1534cbcf35920717fbf35593583373b365c9b859afff2d +size 120365536 diff --git a/archive/2.benign.csv b/archive/2.benign.csv new file mode 100644 index 0000000000000000000000000000000000000000..1b7cb2061084a98009b951d02f3d672b6fb4a24f --- /dev/null +++ b/archive/2.benign.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:87cc2a3d516491e92314d8a515dd2335cfe18c5dbef8a67328d78aed01f4dcfc +size 13953719 diff --git a/archive/2.gafgyt.combo.csv b/archive/2.gafgyt.combo.csv new file mode 100644 index 0000000000000000000000000000000000000000..59d5d0152b4a7091348abfddb46ffb9df38836cb --- /dev/null +++ b/archive/2.gafgyt.combo.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2d2e95bd76c31d6efc17b47bde802ae711358df6d41e0ba9c19965f6f6dab14f +size 94251568 diff --git a/archive/2.gafgyt.junk.csv b/archive/2.gafgyt.junk.csv new file mode 100644 index 0000000000000000000000000000000000000000..4ac9562cfcf1649c3f18f01dd25deb4945b623f0 --- /dev/null +++ b/archive/2.gafgyt.junk.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f530a9c8c3582499121595c6bcfd04228dd807e1a20a3a5dcb7ab7c42fd4a258 +size 51673314 diff --git a/archive/2.gafgyt.scan.csv b/archive/2.gafgyt.scan.csv new file mode 100644 index 0000000000000000000000000000000000000000..f164bea5f87c8ecd6589acd49a533f193eb39195 --- /dev/null +++ b/archive/2.gafgyt.scan.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2f4f304637155627a083637e0a0b97dc7077f7ed810fb6f0a93874c629a086a7 +size 37108696 diff --git a/archive/2.gafgyt.tcp.csv b/archive/2.gafgyt.tcp.csv new file mode 100644 index 0000000000000000000000000000000000000000..201909d0e38cb96b86aef84574ecdaed096d3e5e --- /dev/null +++ b/archive/2.gafgyt.tcp.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0283467266ee6d46d8a9208102246ab48783f47ef9878e5d5a7eb9bcb0a53c3d +size 53485288 diff --git a/archive/2.gafgyt.udp.csv b/archive/2.gafgyt.udp.csv new file mode 100644 index 0000000000000000000000000000000000000000..5fc66637004349026bb615657d12a691e9d8f9d1 --- /dev/null +++ b/archive/2.gafgyt.udp.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b03f41406c92f655b517e6839a5dc4036bfd5206a5ee30cb0366cd1f624890a1 +size 58988910 diff --git a/archive/2.mirai.ack.csv b/archive/2.mirai.ack.csv new file mode 100644 index 0000000000000000000000000000000000000000..b1368cdc4d52867ade092353bbb511b270c37552 --- /dev/null +++ b/archive/2.mirai.ack.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1bed3daa5688fcc5ebf3d6b67c51cff43165d45bb97fab76eef0460d3fce5706 +size 155635866 diff --git a/archive/2.mirai.scan.csv b/archive/2.mirai.scan.csv new file mode 100644 index 0000000000000000000000000000000000000000..fa6fe0240e64e371e03dd98c57847e2d59a84120 --- /dev/null +++ b/archive/2.mirai.scan.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:504328ca668a7c762f756702f2498f6f6b9c70f68d690454f6198945454da8a0 +size 43078827 diff --git a/archive/2.mirai.syn.csv b/archive/2.mirai.syn.csv new file mode 100644 index 0000000000000000000000000000000000000000..5b31b3c4bace0ccb505dfacc80f97a9b4904fac3 --- /dev/null +++ b/archive/2.mirai.syn.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c7cec6b498eab4a99ff63b4f6ca80fc8a4be433f0a9d282ff9dcb03f1b284cac +size 161570382 diff --git a/archive/2.mirai.udp.csv b/archive/2.mirai.udp.csv new file mode 100644 index 0000000000000000000000000000000000000000..87e44032f41902200ca2d7a543722e953d1a435f --- /dev/null +++ b/archive/2.mirai.udp.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:db06c4cbdc550727c9f2886767123b3551a41fb85181a264a6193cf49a695e52 +size 207783110 diff --git a/archive/2.mirai.udpplain.csv b/archive/2.mirai.udpplain.csv new file mode 100644 index 0000000000000000000000000000000000000000..9a37cb41d3de564431ab64a9763c400bd7345a66 --- /dev/null +++ b/archive/2.mirai.udpplain.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3654c1188fbc2b4c7b59fcc2d06a39042edce949396b2b098f968aadd1b9f341 +size 138671843 diff --git a/archive/3.benign.csv b/archive/3.benign.csv new file mode 100644 index 0000000000000000000000000000000000000000..2402dd7325d516ee834a8a484bcaeab60b445aa8 --- /dev/null +++ b/archive/3.benign.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:75cc608d3196950ad1cb14fc050babb96098128106b55ed84226e3ea97dba821 +size 37135498 diff --git a/archive/3.gafgyt.combo.csv b/archive/3.gafgyt.combo.csv new file mode 100644 index 0000000000000000000000000000000000000000..d33833754c09a745279cfef6e54b24d6d05d2a75 --- /dev/null +++ b/archive/3.gafgyt.combo.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8d943d53ba021d56721134b0582c9f3ddd2484c8bd7645230abd5a72df29290e +size 94030426 diff --git a/archive/3.gafgyt.junk.csv b/archive/3.gafgyt.junk.csv new file mode 100644 index 0000000000000000000000000000000000000000..63a2486364cf943d897bfcdcccd403d36820f4df --- /dev/null +++ b/archive/3.gafgyt.junk.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5cc1a8a1615a30de172aaa0443d992a93bb32b30e38798a74968c152a8fffc75 +size 50828262 diff --git a/archive/3.gafgyt.scan.csv b/archive/3.gafgyt.scan.csv new file mode 100644 index 0000000000000000000000000000000000000000..7f4f442dbf6abf5d7353f44819a767f19097f05e --- /dev/null +++ b/archive/3.gafgyt.scan.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:52e0f81933a4672251a7c62c6bdb67fe49c156245acd4b4ee15f9f2ec06838ae +size 37971404 diff --git a/archive/3.gafgyt.tcp.csv b/archive/3.gafgyt.tcp.csv new file mode 100644 index 0000000000000000000000000000000000000000..314e02f841285bcf3c78ecffdcc277745eb9b5a4 --- /dev/null +++ b/archive/3.gafgyt.tcp.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:aebe5ac63d59408112bc292a5480617c02d815723201c94f7b9dad43dce5cf01 +size 57149667 diff --git a/archive/3.gafgyt.udp.csv b/archive/3.gafgyt.udp.csv new file mode 100644 index 0000000000000000000000000000000000000000..cfb44a44c5eb7cc82bc891d866439fe4fb3e999c --- /dev/null +++ b/archive/3.gafgyt.udp.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cd4777ed44ff01eff437dcb3458bec2b8ddb86db58879c32781bcffa384bcd64 +size 58507137 diff --git a/archive/4.benign.csv b/archive/4.benign.csv new file mode 100644 index 0000000000000000000000000000000000000000..46f36acc82e66d5f49f01a60a3e283c75413c166 --- /dev/null +++ b/archive/4.benign.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:10a3508cbbbcd6b3e7647e570f0ab9c72f01f05c32660d2f25f537f9d4efe151 +size 214374672 diff --git a/archive/4.gafgyt.combo.csv b/archive/4.gafgyt.combo.csv new file mode 100644 index 0000000000000000000000000000000000000000..080da80e605dfcc2539bee162e38330ed4917cf6 --- /dev/null +++ b/archive/4.gafgyt.combo.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:923377bf736a67973fc4cd6b36455a44d07932b1b3a825d7ac5063069c8227b5 +size 103451636 diff --git a/archive/4.gafgyt.junk.csv b/archive/4.gafgyt.junk.csv new file mode 100644 index 0000000000000000000000000000000000000000..403b8dde94a6bc8760073b709bd430a8fd6d6f01 --- /dev/null +++ b/archive/4.gafgyt.junk.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3347890c08b2610e8dca0bb58d9406e9727520eb5308af35f1f84e392da7f746 +size 48260845 diff --git a/archive/4.gafgyt.scan.csv b/archive/4.gafgyt.scan.csv new file mode 100644 index 0000000000000000000000000000000000000000..7bec25e5086f8005080ca51797870fc9029d7942 --- /dev/null +++ b/archive/4.gafgyt.scan.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8eb3c88639feb9882126097cc743959e20ba59f25a3cdec079159364884bd792 +size 37535324 diff --git a/archive/4.gafgyt.tcp.csv b/archive/4.gafgyt.tcp.csv new file mode 100644 index 0000000000000000000000000000000000000000..5b52bbbc72fde21bc2e59f49369e5d27767649fe --- /dev/null +++ b/archive/4.gafgyt.tcp.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2eca9dc174682ba154b8c311b705b4acf2b0af82ff9c05f51b735416f3e7a315 +size 52113658 diff --git a/archive/4.gafgyt.udp.csv b/archive/4.gafgyt.udp.csv new file mode 100644 index 0000000000000000000000000000000000000000..ce604439c96b5394001f1e1125f04d95f11bf99c --- /dev/null +++ b/archive/4.gafgyt.udp.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:76cceeac5043ca45939381a8d5c97dbcb8bac00d3293408a7cdf5b1cd908b7aa +size 59545509 diff --git a/archive/4.mirai.ack.csv b/archive/4.mirai.ack.csv new file mode 100644 index 0000000000000000000000000000000000000000..4e1d3cf581a6799db9a0f89da6102471427e1a46 --- /dev/null +++ b/archive/4.mirai.ack.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f78ec751df687bcba48ed79b30b4d945eeeb1d40de6fdf10bd05cbd0a29a4ee9 +size 120882839 diff --git a/archive/4.mirai.scan.csv b/archive/4.mirai.scan.csv new file mode 100644 index 0000000000000000000000000000000000000000..5d200386d6fc05c217a679c578c4713c31972365 --- /dev/null +++ b/archive/4.mirai.scan.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4ed36577a5e0db1d31b8621dbf3227ae59ce8e674a8d852386e74abbef442513 +size 103452295 diff --git a/archive/4.mirai.syn.csv b/archive/4.mirai.syn.csv new file mode 100644 index 0000000000000000000000000000000000000000..b2dce44205e6705e2d9177a284fee935a540b95f --- /dev/null +++ b/archive/4.mirai.syn.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e715fb18f8d6279dab93760ab30587a595b2f99344fb55d754f250cf48715112 +size 158976651 diff --git a/archive/4.mirai.udp.csv b/archive/4.mirai.udp.csv new file mode 100644 index 0000000000000000000000000000000000000000..30ce137ae64e95e2b2f369daa7f7387b921a3031 --- /dev/null +++ b/archive/4.mirai.udp.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cc1558f17896514d52ac9f23856a9beac0cec8369a2d93d58be99360599455f0 +size 287994126 diff --git a/archive/4.mirai.udpplain.csv b/archive/4.mirai.udpplain.csv new file mode 100644 index 0000000000000000000000000000000000000000..773761a9a8c54e6cc18c7e99b03a27f7bb830ab8 --- /dev/null +++ b/archive/4.mirai.udpplain.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8562521c9e85353dd32bb1fa616ce4d908a0f4231006c1955cf5a9df0ec195a6 +size 118674570 diff --git a/archive/5.benign.csv b/archive/5.benign.csv new file mode 100644 index 0000000000000000000000000000000000000000..e5b2e6ec86a7535d1212bf8f827343af09277e44 --- /dev/null +++ b/archive/5.benign.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:521cd6f18ecb53dee6c750b6139a035179109988f75aeb81fa26f549a8084ae8 +size 64576152 diff --git a/archive/5.gafgyt.combo.csv b/archive/5.gafgyt.combo.csv new file mode 100644 index 0000000000000000000000000000000000000000..0d76f4b9678837f7eb2ff14a4f0a97cd6c368e14 --- /dev/null +++ b/archive/5.gafgyt.combo.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:836bd15576c15b64fcfca36720ec3e3929328d6d362cc3cd829336b65aec92e7 +size 109076363 diff --git a/archive/5.gafgyt.junk.csv b/archive/5.gafgyt.junk.csv new file mode 100644 index 0000000000000000000000000000000000000000..0e5a348ef206d5cb71a09bdcdf4e729cf98e8ad2 --- /dev/null +++ b/archive/5.gafgyt.junk.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:043ce520adc36255d4f36bde7b243fdf07f2171443c4b11d44ec9894f7ed9dcb +size 52629481 diff --git a/archive/5.gafgyt.scan.csv b/archive/5.gafgyt.scan.csv new file mode 100644 index 0000000000000000000000000000000000000000..e418daf1fff9257f5f4ba00c4cd076f9ea32a761 --- /dev/null +++ b/archive/5.gafgyt.scan.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7946a18b9336cc719e1658e568b470f46f243a2ec4fafcb2477f23afc76e57a1 +size 39580175 diff --git a/archive/5.gafgyt.tcp.csv b/archive/5.gafgyt.tcp.csv new file mode 100644 index 0000000000000000000000000000000000000000..49cb9083148580269bb14a711c58e8e7e0065830 --- /dev/null +++ b/archive/5.gafgyt.tcp.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bb9233efb3497494fcb71f19199d49ce18b7013f2aa371b92b8d86d91388298a +size 58822798 diff --git a/archive/5.gafgyt.udp.csv b/archive/5.gafgyt.udp.csv new file mode 100644 index 0000000000000000000000000000000000000000..fa2cdb63b1f59970ea933a0092de593a7bc62593 --- /dev/null +++ b/archive/5.gafgyt.udp.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bd9107b757128091288af71a69453136710907cc29f27313801274a0fc79eeaa +size 58550975 diff --git a/archive/5.mirai.ack.csv b/archive/5.mirai.ack.csv new file mode 100644 index 0000000000000000000000000000000000000000..642dbf107c3b95221ee250e8c1cf634c3e4831e8 --- /dev/null +++ b/archive/5.mirai.ack.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3e38fe04f99c69cf7fd24b4ccb0cfa7c411b56cabfbb0d505fe13ce0506c9374 +size 76849640 diff --git a/archive/5.mirai.scan.csv b/archive/5.mirai.scan.csv new file mode 100644 index 0000000000000000000000000000000000000000..26ac9936cf66781968cdebcc75fbfa7b1062efcc --- /dev/null +++ b/archive/5.mirai.scan.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2dcfcad287eff7ce72cc61a2c45e7f0d6888cbfd3eb8d177f59f15360f3e30c5 +size 96028732 diff --git a/archive/5.mirai.syn.csv b/archive/5.mirai.syn.csv new file mode 100644 index 0000000000000000000000000000000000000000..6fa72bffdf2096559fdbce7f3b960cde260ea381 --- /dev/null +++ b/archive/5.mirai.syn.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d49b750bfa9c0178da5c517d180509bdc6a890485c11dbba8029e424ac1869cd +size 83285871 diff --git a/archive/5.mirai.udp.csv b/archive/5.mirai.udp.csv new file mode 100644 index 0000000000000000000000000000000000000000..c072264b413afa50e7b0666300dc4724525a43cb --- /dev/null +++ b/archive/5.mirai.udp.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:568fc142fd90176ccde0953bc5c272499cf01bf0c268425c18a56591dedac978 +size 200357797 diff --git a/archive/5.mirai.udpplain.csv b/archive/5.mirai.udpplain.csv new file mode 100644 index 0000000000000000000000000000000000000000..503080d3faa38bf342ea321c8d1a554d2728edd3 --- /dev/null +++ b/archive/5.mirai.udpplain.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:32ed5a5e34515d33a42f51132c1e5c03edf08b956f447ce68a7ddc92b5960597 +size 79817584 diff --git a/archive/6.benign.csv b/archive/6.benign.csv new file mode 100644 index 0000000000000000000000000000000000000000..a0f219eb1055e8d5766f2eef7f574d61275e8b86 --- /dev/null +++ b/archive/6.benign.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f897d6e347bd2cee9518c8aa6cdf873a793d505b341169383b52c7b1402affd3 +size 103620766 diff --git a/archive/6.gafgyt.combo.csv b/archive/6.gafgyt.combo.csv new file mode 100644 index 0000000000000000000000000000000000000000..986d9cd1f2204a4948dc149fdf67e977950e0ace --- /dev/null +++ b/archive/6.gafgyt.combo.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:55f4a7c419113e0acd426ae7e5242725b5031e481af2eed9c815bb3be406a666 +size 102197160 diff --git a/archive/6.gafgyt.junk.csv b/archive/6.gafgyt.junk.csv new file mode 100644 index 0000000000000000000000000000000000000000..87c38621bee46f4f2a0403cb8048419812402f48 --- /dev/null +++ b/archive/6.gafgyt.junk.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c0b932340fb605b9e50f3d9acd1662995e81c2af127a141e911ee6509d495cad +size 49536332 diff --git a/archive/6.gafgyt.scan.csv b/archive/6.gafgyt.scan.csv new file mode 100644 index 0000000000000000000000000000000000000000..57b6cc289fa1b00dcd37cf1482203cdf751fc2e7 --- /dev/null +++ b/archive/6.gafgyt.scan.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:386b1753a817e3fd2241d005a3231703e5494d76e901b5f62f969c6a18ec24d2 +size 38452514 diff --git a/archive/6.gafgyt.tcp.csv b/archive/6.gafgyt.tcp.csv new file mode 100644 index 0000000000000000000000000000000000000000..1e2dd32a9f003a670ee16a9843e141c7718b54f5 --- /dev/null +++ b/archive/6.gafgyt.tcp.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:311c7d6d76284e3f7767656e9fe44291a6112dc64524c2c0b79475bfa73c1295 +size 50316596 diff --git a/archive/6.gafgyt.udp.csv b/archive/6.gafgyt.udp.csv new file mode 100644 index 0000000000000000000000000000000000000000..e396dbef991891bb1d1fff4cac70e1eb5dcecac8 --- /dev/null +++ b/archive/6.gafgyt.udp.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:04b0cba05d2971df748ec742cbdd7dd1969172910cb86aece78fa1dd4f19cfe7 +size 58912912 diff --git a/archive/6.mirai.ack.csv b/archive/6.mirai.ack.csv new file mode 100644 index 0000000000000000000000000000000000000000..fb71cc9214ea71ceeac210a2d105ce16cdb4f28a --- /dev/null +++ b/archive/6.mirai.ack.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3c514a706e57eae295d23d2cff00f895af9f2148f2f7214578f55b24078c56f9 +size 73553957 diff --git a/archive/6.mirai.scan.csv b/archive/6.mirai.scan.csv new file mode 100644 index 0000000000000000000000000000000000000000..b9f40558cdf1f0eb87c16be04329c01bd57a7046 --- /dev/null +++ b/archive/6.mirai.scan.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:316919fe2550ffd8fbd1cf9312478f830a34437dae29dd2097cddf5466ab94fb +size 96333715 diff --git a/archive/6.mirai.syn.csv b/archive/6.mirai.syn.csv new file mode 100644 index 0000000000000000000000000000000000000000..aaba0c91a9ac8b9d6d76695dc31afba19aa8025c --- /dev/null +++ b/archive/6.mirai.syn.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5c0f18df7d4e50eb72c46bc0ad86d9d0b17cff3daa9c0458003e2f40f1a866c6 +size 78548822 diff --git a/archive/6.mirai.udp.csv b/archive/6.mirai.udp.csv new file mode 100644 index 0000000000000000000000000000000000000000..67761ff529383f8095e7430c0ad160c7b1786915 --- /dev/null +++ b/archive/6.mirai.udp.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c5fe69868536d87b5422e0c04d6f300f026adbb16c6a6797f3dae649a708883d +size 203388721 diff --git a/archive/6.mirai.udpplain.csv b/archive/6.mirai.udpplain.csv new file mode 100644 index 0000000000000000000000000000000000000000..85a736a079ff98bcaf48423d591ab1abf5fa327c --- /dev/null +++ b/archive/6.mirai.udpplain.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6bfdf6d88ceeb1a397ab51afad0a372c0c2ac1e7937870946aa1e94e80328562 +size 75727146 diff --git a/archive/7.benign.csv b/archive/7.benign.csv new file mode 100644 index 0000000000000000000000000000000000000000..6336032e851d9e304287fc0a7bd58a633b362757 --- /dev/null +++ b/archive/7.benign.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b2f63cf6a42061de8d44f6d23be92a7e27c8ebb71edda80424b1897de304372f +size 54969458 diff --git a/archive/7.gafgyt.combo.csv b/archive/7.gafgyt.combo.csv new file mode 100644 index 0000000000000000000000000000000000000000..568eb10637f32308489faece88e5bd4adfaa7d31 --- /dev/null +++ b/archive/7.gafgyt.combo.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6571ae13c9eede42ca9f74f552c4599ce8003f37b18018dbd32cbce53a758748 +size 104015943 diff --git a/archive/7.gafgyt.junk.csv b/archive/7.gafgyt.junk.csv new file mode 100644 index 0000000000000000000000000000000000000000..ffd0ab6917b88b0284599c933cd1f5c198a95569 --- /dev/null +++ b/archive/7.gafgyt.junk.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:afd30eb66d4a82735a93b3a195412ffcf347710eb6463002984d8d75e4027d3d +size 48261599 diff --git a/archive/7.gafgyt.scan.csv b/archive/7.gafgyt.scan.csv new file mode 100644 index 0000000000000000000000000000000000000000..765e0558bf4590de3764ae2b499a3b17838e1ea6 --- /dev/null +++ b/archive/7.gafgyt.scan.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7660dca4cbc510a92ae7698b0321bbdd8e7b97eb0f70596291c9ba2f6c302921 +size 37441442 diff --git a/archive/7.gafgyt.tcp.csv b/archive/7.gafgyt.tcp.csv new file mode 100644 index 0000000000000000000000000000000000000000..c0dcdcc49d47ea6a5691f998bba4871585c5a902 --- /dev/null +++ b/archive/7.gafgyt.tcp.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:030c8ecec1525308aa533784d8035168b9a136e08e11fbcc104236ee5b2c0c7e +size 55038941 diff --git a/archive/7.gafgyt.udp.csv b/archive/7.gafgyt.udp.csv new file mode 100644 index 0000000000000000000000000000000000000000..a23db7bde2a578096a4b778e32b073a120b0000b --- /dev/null +++ b/archive/7.gafgyt.udp.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:921beb8b9bf270614089eee524d21745787552010e7671330636955923f39aa4 +size 62265519 diff --git a/archive/8.benign.csv b/archive/8.benign.csv new file mode 100644 index 0000000000000000000000000000000000000000..a6eda5c0441a72cbfbe0831deb4a0cf23b778586 --- /dev/null +++ b/archive/8.benign.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6ec7c1a83e1aa0ec510e63721e3e52d5f307b939c3807cd6accd284e8f6f6c43 +size 47616941 diff --git a/archive/8.gafgyt.combo.csv b/archive/8.gafgyt.combo.csv new file mode 100644 index 0000000000000000000000000000000000000000..c754abc9e155e7ae3ffab204165720300be2749b --- /dev/null +++ b/archive/8.gafgyt.combo.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:36114961849a84f39f5e0935f97ea67e8e69ccb1da3e01d13cc4cc6ca583215f +size 96595924 diff --git a/archive/8.gafgyt.junk.csv b/archive/8.gafgyt.junk.csv new file mode 100644 index 0000000000000000000000000000000000000000..66a1d3cdee295c4ced71fb387726eebc1277ac38 --- /dev/null +++ b/archive/8.gafgyt.junk.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4b55b24c90399fb51d0578bdc21de6183502b3903f5a215e158e2d1288e6d74b +size 48585877 diff --git a/archive/8.gafgyt.scan.csv b/archive/8.gafgyt.scan.csv new file mode 100644 index 0000000000000000000000000000000000000000..0b0f4fbefd800f462d0b898f7e75073ab6dc4e19 --- /dev/null +++ b/archive/8.gafgyt.scan.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:204fadeb472d67e47ecdcad0ad7faf317ef0037ed431cfcd19664704fe575068 +size 37511054 diff --git a/archive/8.gafgyt.tcp.csv b/archive/8.gafgyt.tcp.csv new file mode 100644 index 0000000000000000000000000000000000000000..81cb1efe6fa7a29418e7bc42d24cbcb668066980 --- /dev/null +++ b/archive/8.gafgyt.tcp.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8d22555dd7db69573f62f71628b38670df3fb144219d51d97119a82b10235d96 +size 49995960 diff --git a/archive/8.gafgyt.udp.csv b/archive/8.gafgyt.udp.csv new file mode 100644 index 0000000000000000000000000000000000000000..95d7c0c2c9f8f0c8060f893f9cdb57f1658da208 --- /dev/null +++ b/archive/8.gafgyt.udp.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:83c3ea1de563b44d28c19309928039426b71c26a438c8e571b1281a5c32decfe +size 58385654 diff --git a/archive/8.mirai.ack.csv b/archive/8.mirai.ack.csv new file mode 100644 index 0000000000000000000000000000000000000000..eb3c970d3a1e84a3ab09c2d8347cfeda8b819dc1 --- /dev/null +++ b/archive/8.mirai.ack.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:30d66df604c4b46b417547d64e9f7e6fb9a1fa04cc4936aa4c2cf56ac9c78273 +size 153189923 diff --git a/archive/8.mirai.scan.csv b/archive/8.mirai.scan.csv new file mode 100644 index 0000000000000000000000000000000000000000..bec663003d5b8b2cafb9d33192b79cf69a9f84dc --- /dev/null +++ b/archive/8.mirai.scan.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:17c6f5c00cadae95a55fca1a9e2829f3830b1cd8a14970c817a778f4e312a6a8 +size 45823393 diff --git a/archive/8.mirai.syn.csv b/archive/8.mirai.syn.csv new file mode 100644 index 0000000000000000000000000000000000000000..e178cb385d2412cea9cdf016cbdeefb30129479e --- /dev/null +++ b/archive/8.mirai.syn.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d233b084dc3d9e508b4302a62094859985300a8dd2f99c41a53414e3ea757171 +size 173607186 diff --git a/archive/8.mirai.udp.csv b/archive/8.mirai.udp.csv new file mode 100644 index 0000000000000000000000000000000000000000..267138a8e3623834a9737927ed34cc84d80549a4 --- /dev/null +++ b/archive/8.mirai.udp.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d79e3ceb3a93bdf758852d2e497128cbe342f3474090b5abfe508dcebdbacbd5 +size 208331925 diff --git a/archive/8.mirai.udpplain.csv b/archive/8.mirai.udpplain.csv new file mode 100644 index 0000000000000000000000000000000000000000..8799484a9f81ed3eb5287985878c2b5db8543bee --- /dev/null +++ b/archive/8.mirai.udpplain.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d5427a26d670848be77e1ae9ceeb5aa27e2920c958a9795001887bf3bc7cfcbb +size 124485105 diff --git a/archive/9.benign.csv b/archive/9.benign.csv new file mode 100644 index 0000000000000000000000000000000000000000..7f7ddf467bc46c021d77f78ae71e0cd40ae6f70f --- /dev/null +++ b/archive/9.benign.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0e0f9c19bce92b3ebbf3173baff120d9ac99ffafb207618cbaea3eba53bcfac3 +size 17632741 diff --git a/archive/9.gafgyt.combo.csv b/archive/9.gafgyt.combo.csv new file mode 100644 index 0000000000000000000000000000000000000000..0a221c857bcd9922680b1ce237cc0cd0ad886dbf --- /dev/null +++ b/archive/9.gafgyt.combo.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3b0e8d6ecfe610a953d700da0e4b170b3a552513ace8c08d5d038169625acee4 +size 105589038 diff --git a/archive/9.gafgyt.junk.csv b/archive/9.gafgyt.junk.csv new file mode 100644 index 0000000000000000000000000000000000000000..3055faf63f19e2fa468f324a057a71bb58d0e18b --- /dev/null +++ b/archive/9.gafgyt.junk.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:204e0933db90873f91954de666894a27c78c07d103fba2d1faa1d62d4fc1090f +size 46573306 diff --git a/archive/9.gafgyt.scan.csv b/archive/9.gafgyt.scan.csv new file mode 100644 index 0000000000000000000000000000000000000000..80f1c133d756b549a5dc5399dbc5776af897f478 --- /dev/null +++ b/archive/9.gafgyt.scan.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:309d2d47b1360589bd3457b1d73033a2b4eeab275599363be01bf0eba909fdd6 +size 38455148 diff --git a/archive/9.gafgyt.tcp.csv b/archive/9.gafgyt.tcp.csv new file mode 100644 index 0000000000000000000000000000000000000000..0dbcc283e7b141c3ccab462ba76a05ad50afa8a0 --- /dev/null +++ b/archive/9.gafgyt.tcp.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:22608905531b663482dc45c66d95199a879e006cd171284bf16f7a72bdaf634e +size 55203340 diff --git a/archive/9.gafgyt.udp.csv b/archive/9.gafgyt.udp.csv new file mode 100644 index 0000000000000000000000000000000000000000..b232c306395d9116e968dc647049e3c1ba5eeaa8 --- /dev/null +++ b/archive/9.gafgyt.udp.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0905dbd1ff34eaad2b4e977fe58ffe0e3aab81e79b2499cc295f2cd5e327d607 +size 57969199 diff --git a/archive/9.mirai.ack.csv b/archive/9.mirai.ack.csv new file mode 100644 index 0000000000000000000000000000000000000000..156ad1950057709f781477e2fad3be119ffad89a --- /dev/null +++ b/archive/9.mirai.ack.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:67434b1b64e3e27fa3415732f749e4b1c4c099485c156f5aca3c7c0790cf4ff9 +size 147187372 diff --git a/archive/9.mirai.scan.csv b/archive/9.mirai.scan.csv new file mode 100644 index 0000000000000000000000000000000000000000..762107eaf180be352d946d442d5133f40db334f0 --- /dev/null +++ b/archive/9.mirai.scan.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bc15d2a4833b9f12f51837c6581fb55c6cf8ed13bc8699c77dcd29c3988b359d +size 43554193 diff --git a/archive/9.mirai.syn.csv b/archive/9.mirai.syn.csv new file mode 100644 index 0000000000000000000000000000000000000000..65e0d965fafc75cd1996453b4073e1819018d5dc --- /dev/null +++ b/archive/9.mirai.syn.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9545795b938ef0ad6744154dd47fe7245e16f45aaebb4fa5ed5196859f035498 +size 169089092 diff --git a/archive/9.mirai.udp.csv b/archive/9.mirai.udp.csv new file mode 100644 index 0000000000000000000000000000000000000000..102ec2eb03d14af66463cdd56552dfa83e49ab28 --- /dev/null +++ b/archive/9.mirai.udp.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bb6f6958b74be6a4055f8795950deefcfd41e4447c04ca48555d2adeae5418a3 +size 215629797 diff --git a/archive/9.mirai.udpplain.csv b/archive/9.mirai.udpplain.csv new file mode 100644 index 0000000000000000000000000000000000000000..96791f9207e7388484f7fe1a1e0d816e0818969b --- /dev/null +++ b/archive/9.mirai.udpplain.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:606bb98a6ffd746e2a33dffc373e8910762f81a90048d2d497a7e0734ed594fb +size 133920179 diff --git a/archive/README.md b/archive/README.md new file mode 100644 index 0000000000000000000000000000000000000000..f0583f264d00c7b1c5599378b72ad19bb5d28e14 --- /dev/null +++ b/archive/README.md @@ -0,0 +1,91 @@ +# Detection of IoT Botnet Attacks +## N-BaIoT dataset + +## Abstract: + +This dataset addresses the lack of public botnet datasets, especially for the IoT. It suggests *real* traffic data, gathered from 9 commercial IoT devices authentically infected by Mirai and BASHLITE. + +## Dataset Characteristics: + +* Multivariate, Sequential +* Number of Instances: 7062606 +* Area: Computer Attribute Characteristics: +* Real Number of Attributes: 115 +* Date Donated: 2018-03-19 +* Associated Tasks: Classification, Clustering +* Missing Values: N/A + + +## Source: + +#### URL: +http://archive.ics.uci.edu/ml/datasets/detection_of_IoT_botnet_attacks_N_BaIoT + +#### Creators: +* Yair Meidan +* Michael Bohadana +* Yael Mathov +* Yisroel Mirsky +* Dominik Breitenbacher +* Asaf Shabtai +* Yuval Elovici + + +### Dataset Information: + +##### Attribute being predicted: +* Originally we aimed at distinguishing between benign and Malicious traffic data by means of anomaly detection techniques. +* However, as the malicious data can be divided into 10 attacks carried by 2 botnets, the dataset can also be used for multi-class classification: 10 classes of attacks, plus 1 class of 'benign'. + +##### The study's results: +* For each of the 9 IoT devices we trained and optimized a deep autoencoder on 2/3 of its benign data (i.e., the training set of each device). This was done to capture normal network traffic patterns. +* The test data of each device comprised of the remaining 1/3 of benign data plus all the malicious data. On each test set we applied the respective trained (deep) autoencoder as an anomaly detector. The detection of anomalies (i.e., the cyberattacks launched from each of the above IoT devices) concluded with 100% TPR. + + +### Attribute Information: + +The following describes each of the features headers: +##### Stream aggregation: +__H:__ Stats summarizing the recent traffic from this packet's host (IP)
+__HH:__ Stats summarizing the recent traffic going from this packet's host (IP) to the packet's destination host.
+__HpHp:__ Stats summarizing the recent traffic going from this packet's host+port (IP) to the packet's destination host+port. Example 192.168.4.2:1242 -> 192.168.4.12:80
+__HH_jit:__ Stats summarizing the jitter of the traffic going from this packet's host (IP) to the packet's destination host. + +##### Time-frame (The decay factor Lambda used in the damped window): +How much recent history of the stream is capture in these statistics +L5, L3, L1, ... + +##### The statistics extracted from the packet stream: +__weight:__ The weight of the stream (can be viewed as the number of items observed in recent history)
+__mean:__ ...
+__std:__ ...
+__radius:__ The root squared sum of the two streams' variances
+__magnitude:__ The root squared sum of the two streams' means
+__cov:__ an approximated covariance between two streams
+__pcc:__ an approximated covariance between two streams
+ +### Citation Policy + +http://archive.ics.uci.edu/ml/citation_policy.html + +``` +@misc{Dua:2019 , +author = "Dua, Dheeru and Graff, Casey", +year = "2017", +title = "{UCI} Machine Learning Repository", +url = "http://archive.ics.uci.edu/ml", +institution = "University of California, Irvine, School of Information and Computer Sciences" } +``` + +### Relevant Papers: + +Reference to the article where the feature extractor (from *.pcap to *.csv) was described:
+ +__Y. Mirsky, T. Doitshman, Y. Elovici & A. Shabtai__, 'Kitsune: An Ensemble of Autoencoders for Online Network Intrusion Detection', in Network and Distributed System Security (NDSS) Symposium, San Diego (2018), CA, USA. + + + +### Citation Request: + +Reference to the article where the dataset was initially described and used:
+__Y. Meidan, M. Bohadana, Y. Mathov, Y. Mirsky, D. Breitenbacher,__ A. Shabtai, and Y. Elovici 'N-BaIoT: Network-based Detection of IoT Botnet Attacks Using Deep Autoencoders', IEEE Pervasive Computing, Special Issue - Securing the IoT (July/Sep 2018). \ No newline at end of file diff --git a/archive/data_summary.csv b/archive/data_summary.csv new file mode 100644 index 0000000000000000000000000000000000000000..716a2b212810a2043b781102210c9d4fc8b6706b --- /dev/null +++ b/archive/data_summary.csv @@ -0,0 +1,90 @@ +File Name, Data Count, Feature Count +1.benign.csv,49548,115 +1.gafgyt.combo.csv,59718,115 +1.gafgyt.junk.csv,29068,115 +1.gafgyt.scan.csv,29849,115 +1.gafgyt.tcp.csv,92141,115 +1.gafgyt.udp.csv,105874,115 +1.mirai.ack.csv,102195,115 +1.mirai.scan.csv,107685,115 +1.mirai.syn.csv,122573,115 +1.mirai.udp.csv,237665,115 +1.mirai.udpplain.csv,81982,115 +2.benign.csv,13113,115 +2.gafgyt.combo.csv,53012,115 +2.gafgyt.junk.csv,30312,115 +2.gafgyt.scan.csv,27494,115 +2.gafgyt.tcp.csv,95021,115 +2.gafgyt.udp.csv,104791,115 +2.mirai.ack.csv,113285,115 +2.mirai.scan.csv,43192,115 +2.mirai.syn.csv,116807,115 +2.mirai.udp.csv,151481,115 +2.mirai.udpplain.csv,87368,115 +3.benign.csv,39100,115 +3.gafgyt.combo.csv,53014,115 +3.gafgyt.junk.csv,29797,115 +3.gafgyt.scan.csv,28120,115 +3.gafgyt.tcp.csv,101536,115 +3.gafgyt.udp.csv,103933,115 +4.benign.csv,175240,115 +4.gafgyt.combo.csv,58152,115 +4.gafgyt.junk.csv,28349,115 +4.gafgyt.scan.csv,27859,115 +4.gafgyt.tcp.csv,92581,115 +4.gafgyt.udp.csv,105782,115 +4.mirai.ack.csv,91123,115 +4.mirai.scan.csv,103621,115 +4.mirai.syn.csv,118128,115 +4.mirai.udp.csv,217034,115 +4.mirai.udpplain.csv,80808,115 +5.benign.csv,62154,115 +5.gafgyt.combo.csv,61380,115 +5.gafgyt.junk.csv,30898,115 +5.gafgyt.scan.csv,29297,115 +5.gafgyt.tcp.csv,104510,115 +5.gafgyt.udp.csv,104011,115 +5.mirai.ack.csv,60554,115 +5.mirai.scan.csv,96781,115 +5.mirai.syn.csv,65746,115 +5.mirai.udp.csv,156248,115 +5.mirai.udpplain.csv,56681,115 +6.benign.csv,98514,115 +6.gafgyt.combo.csv,57530,115 +6.gafgyt.junk.csv,29068,115 +6.gafgyt.scan.csv,28397,115 +6.gafgyt.tcp.csv,89387,115 +6.gafgyt.udp.csv,104658,115 +6.mirai.ack.csv,57997,115 +6.mirai.scan.csv,97096,115 +6.mirai.syn.csv,61851,115 +6.mirai.udp.csv,158608,115 +6.mirai.udpplain.csv,53785,115 +7.benign.csv,52150,115 +7.gafgyt.combo.csv,58669,115 +7.gafgyt.junk.csv,28305,115 +7.gafgyt.scan.csv,27698,115 +7.gafgyt.tcp.csv,97783,115 +7.gafgyt.udp.csv,110617,115 +8.benign.csv,46585,115 +8.gafgyt.combo.csv,54283,115 +8.gafgyt.junk.csv,28579,115 +8.gafgyt.scan.csv,27825,115 +8.gafgyt.tcp.csv,88816,115 +8.gafgyt.udp.csv,103720,115 +8.mirai.ack.csv,111480,115 +8.mirai.scan.csv,45930,115 +8.mirai.syn.csv,125715,115 +8.mirai.udp.csv,151879,115 +8.mirai.udpplain.csv,78244,115 +9.benign.csv,19528,115 +9.gafgyt.combo.csv,59398,115 +9.gafgyt.junk.csv,27413,115 +9.gafgyt.scan.csv,28572,115 +9.gafgyt.tcp.csv,98075,115 +9.gafgyt.udp.csv,102980,115 +9.mirai.ack.csv,107187,115 +9.mirai.scan.csv,43674,115 +9.mirai.syn.csv,122479,115 +9.mirai.udp.csv,157084,115 +9.mirai.udpplain.csv,84436,115 diff --git a/archive/device_info.csv b/archive/device_info.csv new file mode 100644 index 0000000000000000000000000000000000000000..a044a1052eb43f8b920beb0b501315a2719c5943 --- /dev/null +++ b/archive/device_info.csv @@ -0,0 +1,10 @@ +DeviceID,DeviceName +1,Danmini_Doorbell +2,Ecobee_Thermostat +3,Ennio_Doorbell +4,Philips_B120N10_Baby_Monitor +5,Provision_PT_737E_Security_Camera +6,Provision_PT_838_Security_Camera +7,Samsung_SNH_1011_N_Webcam +8,SimpleHome_XCS7_1002_WHT_Security_Camera +9,SimpleHome_XCS7_1003_WHT_Security_Camera diff --git a/archive/features.csv b/archive/features.csv new file mode 100644 index 0000000000000000000000000000000000000000..c6c623bcccabffbbc5a1c960e9d9d2903462b8cf --- /dev/null +++ b/archive/features.csv @@ -0,0 +1,116 @@ +Feature Name,Feature Description +MI_dir_L5_weight,MI dir Lambda 5 weight +MI_dir_L5_mean,MI dir Lambda 5 mean +MI_dir_L5_variance,MI dir Lambda 5 variance +MI_dir_L3_weight,MI dir Lambda 3 weight +MI_dir_L3_mean,MI dir Lambda 3 mean +MI_dir_L3_variance,MI dir Lambda 3 variance +MI_dir_L1_weight,MI dir Lambda 1 weight +MI_dir_L1_mean,MI dir Lambda 1 mean +MI_dir_L1_variance,MI dir Lambda 1 variance +MI_dir_L0.1_weight,MI dir Lambda 0.1 weight +MI_dir_L0.1_mean,MI dir Lambda 0.1 mean +MI_dir_L0.1_variance,MI dir Lambda 0.1 variance +MI_dir_L0.01_weight,MI dir Lambda 0.01 weight +MI_dir_L0.01_mean,MI dir Lambda 0.01 mean +MI_dir_L0.01_variance,MI dir Lambda 0.01 variance +H_L5_weight,traffic from this packet's host (IP) Lambda 5 weight +H_L5_mean,traffic from this packet's host (IP) Lambda 5 mean +H_L5_variance,traffic from this packet's host (IP) Lambda 5 variance +H_L3_weight,traffic from this packet's host (IP) Lambda 3 weight +H_L3_mean,traffic from this packet's host (IP) Lambda 3 mean +H_L3_variance,traffic from this packet's host (IP) Lambda 3 variance +H_L1_weight,traffic from this packet's host (IP) Lambda 1 weight +H_L1_mean,traffic from this packet's host (IP) Lambda 1 mean +H_L1_variance,traffic from this packet's host (IP) Lambda 1 variance +H_L0.1_weight,traffic from this packet's host (IP) Lambda 0.1 weight +H_L0.1_mean,traffic from this packet's host (IP) Lambda 0.1 mean +H_L0.1_variance,traffic from this packet's host (IP) Lambda 0.1 variance +H_L0.01_weight,traffic from this packet's host (IP) Lambda 0.01 weight +H_L0.01_mean,traffic from this packet's host (IP) Lambda 0.01 mean +H_L0.01_variance,traffic from this packet's host (IP) Lambda 0.01 variance +HH_L5_weight,traffic going from this packet's host (IP) to the packet's destination host Lambda 5 weight +HH_L5_mean,traffic going from this packet's host (IP) to the packet's destination host Lambda 5 mean +HH_L5_std,traffic going from this packet's host (IP) to the packet's destination host Lambda 5 std +HH_L5_magnitude,traffic going from this packet's host (IP) to the packet's destination host Lambda 5 magnitude +HH_L5_radius,traffic going from this packet's host (IP) to the packet's destination host Lambda 5 radius +HH_L5_covariance,traffic going from this packet's host (IP) to the packet's destination host Lambda 5 covariance +HH_L5_pcc,traffic going from this packet's host (IP) to the packet's destination host Lambda 5 pcc +HH_L3_weight,traffic going from this packet's host (IP) to the packet's destination host Lambda 3 weight +HH_L3_mean,traffic going from this packet's host (IP) to the packet's destination host Lambda 3 mean +HH_L3_std,traffic going from this packet's host (IP) to the packet's destination host Lambda 3 std +HH_L3_magnitude,traffic going from this packet's host (IP) to the packet's destination host Lambda 3 magnitude +HH_L3_radius,traffic going from this packet's host (IP) to the packet's destination host Lambda 3 radius +HH_L3_covariance,traffic going from this packet's host (IP) to the packet's destination host Lambda 3 covariance +HH_L3_pcc,traffic going from this packet's host (IP) to the packet's destination host Lambda 3 pcc +HH_L1_weight,traffic going from this packet's host (IP) to the packet's destination host Lambda 1 weight +HH_L1_mean,traffic going from this packet's host (IP) to the packet's destination host Lambda 1 mean +HH_L1_std,traffic going from this packet's host (IP) to the packet's destination host Lambda 1 std +HH_L1_magnitude,traffic going from this packet's host (IP) to the packet's destination host Lambda 1 magnitude +HH_L1_radius,traffic going from this packet's host (IP) to the packet's destination host Lambda 1 radius +HH_L1_covariance,traffic going from this packet's host (IP) to the packet's destination host Lambda 1 covariance +HH_L1_pcc,traffic going from this packet's host (IP) to the packet's destination host Lambda 1 pcc +HH_L0.1_weight,traffic going from this packet's host (IP) to the packet's destination host Lambda 0.1 weight +HH_L0.1_mean,traffic going from this packet's host (IP) to the packet's destination host Lambda 0.1 mean +HH_L0.1_std,traffic going from this packet's host (IP) to the packet's destination host Lambda 0.1 std +HH_L0.1_magnitude,traffic going from this packet's host (IP) to the packet's destination host Lambda 0.1 magnitude +HH_L0.1_radius,traffic going from this packet's host (IP) to the packet's destination host Lambda 0.1 radius +HH_L0.1_covariance,traffic going from this packet's host (IP) to the packet's destination host Lambda 0.1 covariance +HH_L0.1_pcc,traffic going from this packet's host (IP) to the packet's destination host Lambda 0.1 pcc +HH_L0.01_weight,traffic going from this packet's host (IP) to the packet's destination host Lambda 0.01 weight +HH_L0.01_mean,traffic going from this packet's host (IP) to the packet's destination host Lambda 0.01 mean +HH_L0.01_std,traffic going from this packet's host (IP) to the packet's destination host Lambda 0.01 std +HH_L0.01_magnitude,traffic going from this packet's host (IP) to the packet's destination host Lambda 0.01 magnitude +HH_L0.01_radius,traffic going from this packet's host (IP) to the packet's destination host Lambda 0.01 radius +HH_L0.01_covariance,traffic going from this packet's host (IP) to the packet's destination host Lambda 0.01 covariance +HH_L0.01_pcc,traffic going from this packet's host (IP) to the packet's destination host Lambda 0.01 pcc +HH_jit_L5_weight,Jitter of the traffic going from this packet's host Lambda 5 weight +HH_jit_L5_mean,Jitter of the traffic going from this packet's host Lambda 5 mean +HH_jit_L5_variance,Jitter of the traffic going from this packet's host Lambda 5 variance +HH_jit_L3_weight,Jitter of the traffic going from this packet's host Lambda 3 weight +HH_jit_L3_mean,Jitter of the traffic going from this packet's host Lambda 3 mean +HH_jit_L3_variance,Jitter of the traffic going from this packet's host Lambda 3 variance +HH_jit_L1_weight,Jitter of the traffic going from this packet's host Lambda 1 weight +HH_jit_L1_mean,Jitter of the traffic going from this packet's host Lambda 1 mean +HH_jit_L1_variance,Jitter of the traffic going from this packet's host Lambda 1 variance +HH_jit_L0.1_weight,Jitter of the traffic going from this packet's host Lambda 0.1 weight +HH_jit_L0.1_mean,Jitter of the traffic going from this packet's host Lambda 0.1 mean +HH_jit_L0.1_variance,Jitter of the traffic going from this packet's host Lambda 0.1 variance +HH_jit_L0.01_weight,Jitter of the traffic going from this packet's host Lambda 0.01 weight +HH_jit_L0.01_mean,Jitter of the traffic going from this packet's host Lambda 0.01 mean +HH_jit_L0.01_variance,Jitter of the traffic going from this packet's host Lambda 0.01 variance +HpHp_L5_weight,traffic going from this packet's host+port (IP) to the packet's destination host+port Lambda 5 weight +HpHp_L5_mean,traffic going from this packet's host+port (IP) to the packet's destination host+port Lambda 5 mean +HpHp_L5_std,traffic going from this packet's host+port (IP) to the packet's destination host+port Lambda 5 std +HpHp_L5_magnitude,traffic going from this packet's host+port (IP) to the packet's destination host+port Lambda 5 magnitude +HpHp_L5_radius,traffic going from this packet's host+port (IP) to the packet's destination host+port Lambda 5 radius +HpHp_L5_covariance,traffic going from this packet's host+port (IP) to the packet's destination host+port Lambda 5 covariance +HpHp_L5_pcc,traffic going from this packet's host+port (IP) to the packet's destination host+port Lambda 5 pcc +HpHp_L3_weight,traffic going from this packet's host+port (IP) to the packet's destination host+port Lambda 3 weight +HpHp_L3_mean,traffic going from this packet's host+port (IP) to the packet's destination host+port Lambda 3 mean +HpHp_L3_std,traffic going from this packet's host+port (IP) to the packet's destination host+port Lambda 3 std +HpHp_L3_magnitude,traffic going from this packet's host+port (IP) to the packet's destination host+port Lambda 3 magnitude +HpHp_L3_radius,traffic going from this packet's host+port (IP) to the packet's destination host+port Lambda 3 radius +HpHp_L3_covariance,traffic going from this packet's host+port (IP) to the packet's destination host+port Lambda 3 covariance +HpHp_L3_pcc,traffic going from this packet's host+port (IP) to the packet's destination host+port Lambda 3 pcc +HpHp_L1_weight,traffic going from this packet's host+port (IP) to the packet's destination host+port Lambda 1 weight +HpHp_L1_mean,traffic going from this packet's host+port (IP) to the packet's destination host+port Lambda 1 mean +HpHp_L1_std,traffic going from this packet's host+port (IP) to the packet's destination host+port Lambda 1 std +HpHp_L1_magnitude,traffic going from this packet's host+port (IP) to the packet's destination host+port Lambda 1 magnitude +HpHp_L1_radius,traffic going from this packet's host+port (IP) to the packet's destination host+port Lambda 1 radius +HpHp_L1_covariance,traffic going from this packet's host+port (IP) to the packet's destination host+port Lambda 1 covariance +HpHp_L1_pcc,traffic going from this packet's host+port (IP) to the packet's destination host+port Lambda 1 pcc +HpHp_L0.1_weight,traffic going from this packet's host+port (IP) to the packet's destination host+port Lambda 0.1 weight +HpHp_L0.1_mean,traffic going from this packet's host+port (IP) to the packet's destination host+port Lambda 0.1 mean +HpHp_L0.1_std,traffic going from this packet's host+port (IP) to the packet's destination host+port Lambda 0.1 std +HpHp_L0.1_magnitude,traffic going from this packet's host+port (IP) to the packet's destination host+port Lambda 0.1 magnitude +HpHp_L0.1_radius,traffic going from this packet's host+port (IP) to the packet's destination host+port Lambda 0.1 radius +HpHp_L0.1_covariance,traffic going from this packet's host+port (IP) to the packet's destination host+port Lambda 0.1 covariance +HpHp_L0.1_pcc,traffic going from this packet's host+port (IP) to the packet's destination host+port Lambda 0.1 pcc +HpHp_L0.01_weight,traffic going from this packet's host+port (IP) to the packet's destination host+port Lambda 0.01 weight +HpHp_L0.01_mean,traffic going from this packet's host+port (IP) to the packet's destination host+port Lambda 0.01 mean +HpHp_L0.01_std,traffic going from this packet's host+port (IP) to the packet's destination host+port Lambda 0.01 std +HpHp_L0.01_magnitude,traffic going from this packet's host+port (IP) to the packet's destination host+port Lambda 0.01 magnitude +HpHp_L0.01_radius,traffic going from this packet's host+port (IP) to the packet's destination host+port Lambda 0.01 radius +HpHp_L0.01_covariance,traffic going from this packet's host+port (IP) to the packet's destination host+port Lambda 0.01 covariance +HpHp_L0.01_pcc,traffic going from this packet's host+port (IP) to the packet's destination host+port Lambda 0.01 pcc