{"id":5775,"date":"2026-05-02T15:17:24","date_gmt":"2026-05-02T15:17:24","guid":{"rendered":"https:\/\/172-234-197-23.ip.linodeusercontent.com\/?page_id=5775"},"modified":"2026-05-02T18:42:31","modified_gmt":"2026-05-02T18:42:31","slug":"scythe-918cb1ec","status":"publish","type":"page","link":"https:\/\/172-234-197-23.ip.linodeusercontent.com\/?page_id=5775","title":{"rendered":"scythe-918cb1ec"},"content":{"rendered":"\n<p>May 2, 2026 | Texas City | Ben Gilbert<\/p>\n\n\n\n<div class=\"wp-block-file\"><a id=\"wp-block-file--media-dcd7f881-6a3e-4f2f-9b3f-32d74ba71595\" href=\"https:\/\/172-234-197-23.ip.linodeusercontent.com\/wp-content\/uploads\/2026\/05\/session-hypergraph-SESSION-e5178651.html\">session-hypergraph-SESSION-e5178651<\/a><a href=\"https:\/\/172-234-197-23.ip.linodeusercontent.com\/wp-content\/uploads\/2026\/05\/session-hypergraph-SESSION-e5178651.html\" class=\"wp-block-file__button wp-element-button\" download aria-describedby=\"wp-block-file--media-dcd7f881-6a3e-4f2f-9b3f-32d74ba71595\">Download<\/a><\/div>\n\n\n\n<pre class=\"wp-block-code\"><code>12 PCAPs \u2022 257 sessions \u2022 107 hosts \u2022 107 \ud83c\udf0d geolocated\n\u25b6 \ud83d\udcc4 capture_20260502030001.pcap 17.7 KB \u2022 12 sessions \u2022 UDP:4 TCP:7 ICMP:1\n\u25b6 \ud83d\udcc4 capture_20260502040001.pcap 22.2 KB \u2022 14 sessions \u2022 TCP:7 ICMP:5 UDP:2\n\u25b6 \ud83d\udcc4 capture_20260502050001.pcap 5.3 KB \u2022 9 sessions \u2022 UDP:2 TCP:5 ICMP:2\n\u25b6 \ud83d\udcc4 capture_20260502060001.pcap 2.8 KB \u2022 9 sessions \u2022 UDP:2 ICMP:2 TCP:5\n\u25b6 \ud83d\udcc4 capture_20260502070001.pcap 13.7 KB \u2022 35 sessions \u2022 ICMP:27 TCP:6 UDP:2\n\u25b6 \ud83d\udcc4 capture_20260502080001.pcap 23.2 KB \u2022 46 sessions \u2022 TCP:41 UDP:2 ICMP:3\n\u25b6 \ud83d\udcc4 capture_20260502090001.pcap 35.8 KB \u2022 78 sessions \u2022 ICMP:63 UDP:2 TCP:13\n\u25b6 \ud83d\udcc4 capture_20260502100001.pcap 10.5 KB \u2022 12 sessions \u2022 UDP:2 TCP:8 ICMP:2\n\u25b6 \ud83d\udcc4 capture_20260502110001.pcap 9.8 KB \u2022 12 sessions \u2022 TCP:10 UDP:2\n\u25b6 \ud83d\udcc4 capture_20260502120001.pcap 42.7 KB \u2022 9 sessions \u2022 TCP:5 UDP:3 ICMP:1\n\u25b6 \ud83d\udcc4 capture_20260502130001.pcap 11.8 KB \u2022 9 sessions \u2022 UDP:2 TCP:7\n\u25b6 \ud83d\udcc4 capture_20260502140001.pcap 15.6 KB \u2022 12 sessions \u2022 ICMP:5 UDP:2 TCP:5<\/code><\/pre>\n\n\n\n<pre class=\"wp-block-code\"><code>&#91;10:14:44]\u26abQuiet \u2014 3 nodes @ 37.55\u00b0,126.66\u00b0 KR \u00b7 AS9318 (SK Broadband Co Ltd) \u00b7 threat 50%\n&#91;10:14:44]\u26abQuiet \u2014 3 nodes @ 44.43\u00b0,26.10\u00b0 RO \u00b7 AS200651 (FlokiNET ehf) \u00b7 threat 50%\n&#91;10:14:44]\u26abQuiet \u2014 3 nodes @ -37.80\u00b0,144.97\u00b0 AU \u00b7 AS4739 (TPG Telecom Limited) &#91;ISP] \u00b7 threat 50%\n&#91;10:14:44]\u26abQuiet \u2014 3 nodes @ 32.86\u00b0,-79.97\u00b0 US \u00b7 AS15169 (Google LLC) &#91;Hyperscaler] \u00b7 threat 50%\n&#91;10:14:44]\u26abQuiet \u2014 3 nodes @ 50.45\u00b0,30.53\u00b0 UA \u00b7 AS214940 (Kprohost LLC) \u00b7 threat 50%\n&#91;10:14:44]\u26abQuiet \u2014 3 nodes @ -0.23\u00b0,-78.52\u00b0 EC \u00b7 AS27740 (EDGEUNO ECUADOR S.A.) \u00b7 threat 50%\n&#91;10:14:44]\u26abQuiet \u2014 3 nodes @ 24.00\u00b0,121.00\u00b0 TW \u00b7 AS42821 (Feo Prest SRL) \u00b7 threat 50%\n&#91;10:14:44]\u26abQuiet \u2014 3 nodes @ 22.28\u00b0,114.18\u00b0 HK \u00b7 AS45102 (Alibaba US Technology Co., Ltd.) &#91;Hyperscaler] \u00b7 threat 50%\n&#91;10:14:44]\u26abQuiet \u2014 8 nodes @ 51.51\u00b0,-0.11\u00b0 GB \u00b7 AS199129 (Enlink Ltd) \u00b7 threat 50%\n&#91;10:14:44]\u26abQuiet \u2014 3 nodes @ 6.45\u00b0,3.39\u00b0 NG \u00b7 AS328555 (Timeless-Network-Services-AS) \u00b7 threat 50%\n&#91;10:14:44]\u26abQuiet \u2014 9 nodes @ 52.52\u00b0,13.41\u00b0 DE \u00b7 AS16509 (Amazon.com, Inc.) &#91;Hyperscaler] \u00b7 threat 50%\n&#91;10:14:44]\u26abQuiet \u2014 3 nodes @ 37.75\u00b0,-97.82\u00b0 US \u00b7 AS6364 (Atlantic.net, Inc.) \u00b7 threat 50%\n&#91;10:14:44]\u26abQuiet \u2014 3 nodes @ 16.17\u00b0,107.83\u00b0 VN \u00b7 AS45903 (CMC Telecom Infrastructure Company) &#91;ISP] \u00b7 threat 50%\n&#91;10:14:44]\u26abQuiet \u2014 3 nodes @ 20.06\u00b0,-99.37\u00b0 MX \u00b7 AS8151 (UNINET) \u00b7 threat 50%\n&#91;10:14:44]\u26abQuiet \u2014 3 nodes @ 48.97\u00b0,8.19\u00b0 FR \u00b7 AS5503 (Contabo GmbH) &#91;VPS Provider] \u00b7 threat 50%\n&#91;10:14:44]\u26abQuiet \u2014 3 nodes @ 28.85\u00b0,-106.27\u00b0 MX \u00b7 AS28347 (ENLACES INALAMBRICOS DE CHIHUAHUA SAPI DE CV) \u00b7 threat 50%\n&#91;10:14:44]\u26abQuiet \u2014 3 nodes @ 51.05\u00b0,-114.09\u00b0 CA \u00b7 AS30681 (Space Exploration Technologies Corporation) \u00b7 threat 50%\n&#91;10:14:44]\u26abQuiet \u2014 83 nodes @ 39.05\u00b0,-77.49\u00b0 US \u00b7 AS14618 (Amazon.com, Inc.) &#91;Hyperscaler] \u00b7 threat 50%\n&#91;10:14:44]\u26abQuiet \u2014 3 nodes @ 34.77\u00b0,113.72\u00b0 CN \u00b7 AS4134 (Chinanet) \u00b7 threat 50%\n&#91;10:14:44]\u26abQuiet \u2014 3 nodes @ 37.15\u00b0,127.18\u00b0 KR \u00b7 AS4766 (Korea Telecom) &#91;ISP] \u00b7 threat 50%\n\n\n\n3 Nodes is Typically 1 Host, a Geopoint, and an ASN:<\/code><\/pre>\n\n\n\n<p>3 Nodes is Typically a host, geo_point, and asn:<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img data-opt-id=995983632  fetchpriority=\"high\" decoding=\"async\" width=\"648\" height=\"297\" src=\"https:\/\/ml6vmqguit1n.i.optimole.com\/w:auto\/h:auto\/q:mauto\/f:best\/https:\/\/172-234-197-23.ip.linodeusercontent.com\/wp-content\/uploads\/2026\/05\/image-1.png\" alt=\"\" class=\"wp-image-5785\" srcset=\"https:\/\/ml6vmqguit1n.i.optimole.com\/w:648\/h:297\/q:mauto\/f:best\/https:\/\/172-234-197-23.ip.linodeusercontent.com\/wp-content\/uploads\/2026\/05\/image-1.png 648w, https:\/\/ml6vmqguit1n.i.optimole.com\/w:300\/h:138\/q:mauto\/f:best\/https:\/\/172-234-197-23.ip.linodeusercontent.com\/wp-content\/uploads\/2026\/05\/image-1.png 300w\" sizes=\"(max-width: 648px) 100vw, 648px\" \/><\/figure>\n\n\n\n<pre class=\"wp-block-code\"><code>Paths: 44\nPhysical: 44\nSynthetic: 0\nCables: 9\nIX: 4\nConflicts: 0\nCSI: 0\nCascades: 0\n\ud83d\udc7b Phantoms: 0\nKill Chain: 0\n\u26a1 IX AS16276 \u2192 AS140613 hops \u00b7 0%\nAS16276 \u2192 AS3356 \u2192 AS14061\n\u26a1 Equinix SV (Palo Alto)\n8971 km\nAS16276 \u2192 AS133353 hops \u00b7 0%\nAS16276 \u2192 AS3356 \u2192 AS13335\n8085 km\nAS16276 \u2192 AS3969823 hops \u00b7 0%\nAS16276 \u2192 AS3356 \u2192 AS396982\n7011 km\n\u2713 PHYSICAL\ud83d\udd17 CABLE AS16276 \u2192 AS165093 hops \u00b7 0%\nAS16276 \u2192 AS3356 \u2192 AS16509\n\ud83d\udd17 Pacific Crossing-1\n8086 km\n\u2713 PHYSICAL\ud83d\udd17 CABLE AS16276 \u2192 AS70183 hops \u00b7 0%\nAS16276 \u2192 AS3356 \u2192 AS7018\n\ud83d\udd17 Pacific Crossing-1\n8041 km\n\u2713 PHYSICAL\ud83d\udd17 CABLE AS16276 \u2192 AS41343 hops \u00b7 0%\nAS16276 \u2192 AS3356 \u2192 AS4134\n\ud83d\udd17 Pacific Crossing-1, PEACE\n8513 km\n\u2713 PHYSICAL\ud83d\udd17 CABLE\u26a1 IX AS16276 \u2192 AS146183 hops \u00b7 0%\nAS16276 \u2192 AS3356 \u2192 AS14618\n\ud83d\udd17 Grace Hopper, Pacific Crossing-1, Dunant, FLAG Atlantic-1, MAREA\n\u26a1 Equinix Ashburn\n6185 km\n\u2713 PHYSICAL\ud83d\udd17 CABLE\u26a1 IX AS16276 \u2192 AS165093 hops \u00b7 0%\nAS16276 \u2192 AS3356 \u2192 AS16509\n\ud83d\udd17 Grace Hopper\n\u26a1 DE-CIX Frankfurt, AMS-IX Amsterdam\n878 km\nAS16276 \u2192 AS151693 hops \u00b7 0%\nAS16276 \u2192 AS3356 \u2192 AS15169\n6800 km\n\u2713 PHYSICAL\ud83d\udd17 CABLE\u26a1 IX AS14061 \u2192 AS133353 hops \u00b7 0%\nAS14061 \u2192 AS3356 \u2192 AS13335\n\ud83d\udd17 JUPITER, AAG (Asia-America Gateway)\n\u26a1 Equinix SV (Palo Alto)\n2596 km\n\u2713 PHYSICAL\ud83d\udd17 CABLE\u26a1 IX AS14061 \u2192 AS3969823 hops \u00b7 0%\nAS14061 \u2192 AS3356 \u2192 AS396982\n\ud83d\udd17 AAG (Asia-America Gateway)\n\u26a1 Equinix SV (Palo Alto)\n13551 km\n\u26a1 IX AS14061 \u2192 AS165093 hops \u00b7 0%\nAS14061 \u2192 AS3356 \u2192 AS16509\n\u26a1 Equinix SV (Palo Alto)\n963 km\n\u26a1 IX AS14061 \u2192 AS70183 hops \u00b7 0%\nAS14061 \u2192 AS3356 \u2192 AS7018\n\u26a1 Equinix SV (Palo Alto)\n1141 km\n\u2713 PHYSICAL\ud83d\udd17 CABLE\u26a1 IX AS14061 \u2192 AS41343 hops \u00b7 0%\nAS14061 \u2192 AS3356 \u2192 AS4134\n\ud83d\udd17 JUPITER\n\u26a1 Equinix SV (Palo Alto)\n10148 km\n\u2713 PHYSICAL\ud83d\udd17 CABLE\u26a1 IX AS14061 \u2192 AS146183 hops \u00b7 0%\nAS14061 \u2192 AS3356 \u2192 AS14618\n\ud83d\udd17 JUPITER, AAG (Asia-America Gateway)\n\u26a1 Equinix SV (Palo Alto), Equinix Ashburn\n3853 km\n\u26a1 IX AS14061 \u2192 AS165093 hops \u00b7 0%\nAS14061 \u2192 AS3356 \u2192 AS16509\n\u26a1 Equinix SV (Palo Alto)\n9131 km\n\u2713 PHYSICAL\ud83d\udd17 CABLE\u26a1 IX AS14061 \u2192 AS151693 hops \u00b7 0%\nAS14061 \u2192 AS3356 \u2192 AS15169\n\ud83d\udd17 JUPITER, AAG (Asia-America Gateway)\n\u26a1 Equinix SV (Palo Alto)\n3822 km\n\u2713 PHYSICAL\ud83d\udd17 CABLE AS13335 \u2192 AS3969823 hops \u00b7 0%\nAS13335 \u2192 AS3356 \u2192 AS396982\n\ud83d\udd17 AAG (Asia-America Gateway)\n14441 km\nAS13335 \u2192 AS165093 hops \u00b7 0%\nAS13335 \u2192 AS3356 \u2192 AS16509\n2768 km\nAS13335 \u2192 AS70183 hops \u00b7 0%\nAS13335 \u2192 AS3356 \u2192 AS7018\n3042 km\n&#91;11:44:42 AM] \u2713 44 paths \u00b7 0 synthetic<\/code><\/pre>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img data-opt-id=1342499983  fetchpriority=\"high\" decoding=\"async\" width=\"700\" height=\"1024\" src=\"https:\/\/ml6vmqguit1n.i.optimole.com\/w:700\/h:1024\/q:mauto\/f:best\/https:\/\/172-234-197-23.ip.linodeusercontent.com\/wp-content\/uploads\/2026\/05\/image.png\" alt=\"\" class=\"wp-image-5777\" style=\"aspect-ratio:0.6836041809719997;width:1021px;height:auto\" srcset=\"https:\/\/ml6vmqguit1n.i.optimole.com\/w:700\/h:1024\/q:mauto\/f:best\/https:\/\/172-234-197-23.ip.linodeusercontent.com\/wp-content\/uploads\/2026\/05\/image.png 700w, https:\/\/ml6vmqguit1n.i.optimole.com\/w:205\/h:300\/q:mauto\/f:best\/https:\/\/172-234-197-23.ip.linodeusercontent.com\/wp-content\/uploads\/2026\/05\/image.png 205w, https:\/\/ml6vmqguit1n.i.optimole.com\/w:768\/h:1123\/q:mauto\/f:best\/https:\/\/172-234-197-23.ip.linodeusercontent.com\/wp-content\/uploads\/2026\/05\/image.png 768w, https:\/\/ml6vmqguit1n.i.optimole.com\/w:1050\/h:1536\/q:mauto\/f:best\/https:\/\/172-234-197-23.ip.linodeusercontent.com\/wp-content\/uploads\/2026\/05\/image.png 1050w, https:\/\/ml6vmqguit1n.i.optimole.com\/w:1393\/h:2037\/q:mauto\/f:best\/https:\/\/172-234-197-23.ip.linodeusercontent.com\/wp-content\/uploads\/2026\/05\/image.png 1393w\" sizes=\"(max-width: 700px) 100vw, 700px\" \/><\/figure>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<figure class=\"wp-block-image size-full\"><a href=\"https:\/\/mastodon.social\/@Bgilbert1984\/116506218741558758\"><img data-opt-id=957469023  data-opt-src=\"https:\/\/ml6vmqguit1n.i.optimole.com\/w:auto\/h:auto\/q:mauto\/f:best\/https:\/\/172-234-197-23.ip.linodeusercontent.com\/wp-content\/uploads\/2026\/05\/image-2.png\"  decoding=\"async\" width=\"525\" height=\"480\" src=\"data:image/svg+xml,%3Csvg%20viewBox%3D%220%200%20100%%20100%%22%20width%3D%22100%%22%20height%3D%22100%%22%20xmlns%3D%22http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%22%3E%3Crect%20width%3D%22100%%22%20height%3D%22100%%22%20fill%3D%22transparent%22%2F%3E%3C%2Fsvg%3E\" alt=\"\" class=\"wp-image-5789\" old-srcset=\"https:\/\/ml6vmqguit1n.i.optimole.com\/w:525\/h:480\/q:mauto\/f:best\/https:\/\/172-234-197-23.ip.linodeusercontent.com\/wp-content\/uploads\/2026\/05\/image-2.png 525w, https:\/\/ml6vmqguit1n.i.optimole.com\/w:300\/h:274\/q:mauto\/f:best\/https:\/\/172-234-197-23.ip.linodeusercontent.com\/wp-content\/uploads\/2026\/05\/image-2.png 300w\" \/><\/a><\/figure>\n\n\n\n<pre class=\"wp-block-code\"><code>&#91;13:14:43] Traceroute \u2192 81.193.159.166\n&#91;13:14:51] 21 hops\n&#91;13:14:51] Hop 1: \ud83d\udce1XCI55AX.mynetworksettings.com \u2014 1.57ms &#91;rf_link] \u2298dist\n&#91;13:14:51] Hop 2: \ud83d\udd0410.184.141.2 \u2014 216.48ms &#91;mimo_reassembly] \u26a1 MIMO \u2298dist\n&#91;13:14:51] Hop 3: \u2699\ufe0f10.184.141.2 \u2014 32.2ms &#91;packet_core] \u26a0 priv \u2298dist\n&#91;13:14:51] Hop 4: \u2699\ufe0f10.184.141.9 \u2014 31.65ms &#91;packet_core] \u26a0 priv \u2298dist\n&#91;13:14:51] Hop 5: \ud83d\udd00238.qarestr.sub-172-19-2.myvzw.com \u2014 31.56ms &#91;cgnat_cluster] \u26a0 spike \u2298dist\n&#91;13:14:51] Hop 7: \ud83c\udfd7\ufe0f187.sub-69-83-101.myvzw.com \u2014 31.52ms &#91;mpls_private_backbone] \u26a0 spike \u2298dist\n&#91;13:14:51] Hop 9: \ud83d\udd0c212.sub-69-83-96.myvzw.com \u2014 26.22ms +1638.8km &#91;access_router] \u26a0 spike\n&#91;13:14:51] Hop 10: \ud83d\udd0c75.sub-69-83-97.myvzw.com \u2014 26.26ms +1641.2km &#91;access_router] \u26a0 spike\n&#91;13:14:51] Hop 11: \ud83c\udf10lag-11.DLLSTX97-PPR01-CC.ALTER.NET \u2014 35.18ms +2198.8km &#91;peering_edge] \u26a0 spike\n&#91;13:14:51] Hop 12: \ud83d\udd0cvzbi.com.customer.alter.net \u2014 43.56ms +2722.5km &#91;access_router] \u26a0 spike\n&#91;13:14:51] Hop 13: \ud83d\udd0cdls-bb1-link.ip.twelve99.net \u2014 43.6ms +2725km &#91;access_router] \u26a0 spike\n&#91;13:14:51] Hop 14: \ud83d\udd0cnash-bb1-link.ip.twelve99.net \u2014 48.75ms +3046.9km &#91;access_router] \u26a0 spike\n&#91;13:14:51] Hop 15: \ud83d\udd0catl-bb1-link.ip.twelve99.net \u2014 46.01ms +2875.6km &#91;access_router] \u26a0 spike\n&#91;13:14:51] Hop 16: \ud83d\udd0crest-bb1-link.ip.twelve99.net \u2014 69.1ms +4318.8km &#91;access_router] \u26a0 spike\n&#91;13:14:51] Hop 17: \ud83d\udd0cnyk-bb5-link.ip.twelve99.net \u2014 69.91ms +4369.4km &#91;access_router] \u26a0 spike\n&#91;13:14:51] Hop 18: \ud83d\udd0cldn-bb1-link.ip.twelve99.net \u2014 122.53ms +7658.1km &#91;access_router] \u26a0 spike\n&#91;13:14:51] Hop 19: \ud83d\udd0cldn-b4-link.ip.twelve99.net \u2014 125.08ms +7817.5km &#91;access_router] \u26a0 spike\n&#91;13:14:51] Hop 20: \ud83d\udd0cmeo-ic-381703.ip.twelve99-cust.net \u2014 158.97ms +9935.6km &#91;access_router] \u26a0 spike\n&#91;13:14:51] Hop 21: \ud83d\udd0clis1-cr1-be7.cprm.net \u2014 150.5ms +9406.2km &#91;access_router] \u26a0 spike\n&#91;13:14:51] Hop 23: \ud83d\udd0cbl4-159-1.dsl.telepac.pt \u2014 181.17ms +11323.1km &#91;access_router] \u26a0 spike\n&#91;13:14:51] Hop 24: \ud83c\udfafbl4-159-166.dsl.telepac.pt \u2014 201.28ms +12580km &#91;destination] \u26a0 spike\n&#91;13:14:51] \ud83d\udd34 5G MIMO path detected \u2014 early hops excluded from distance\n&#91;13:14:51] \ud83d\udccf Distance hops: 15 of 21 usable\n&#91;13:14:51] Total: ~10064 km from server\n&#91;13:14:51] \ud83c\udf10 4 trace entities on globe (8 logical segments)\n&#91;13:14:57] Starting scan on 81.193.159.166...\n&#91;13:14:57] Initiating enhanced nmap scan on 81.193.159.166...\n&#91;13:14:57] Command: nmap --script default --script vuln -O --traceroute 81.193.159.166\n&#91;13:14:57] Sending request to \/api\/network-hypergraph\/scan...\n&#91;13:17:10] Using client-side simulation (Backend unavailable)\n&#91;13:17:41] Traceroute: 7 hops (1 clean, 6 anomalous)\n&#91;13:17:41] Hop 1: XCI55AX.mynetworksettings.com \u2014 2.9ms +145km\n&#91;13:17:41] Hop 2: 10.184.141.2 \u2014 224.75ms \u26a0 mimo_reassembly\n&#91;13:17:41] Hop 3: 10.184.141.2 \u2014 41.97ms \u26a0 private_backbone\n&#91;13:17:41] Hop 7: 187.sub-69-83-101.myvzw.com \u2014 32.52ms \u26a0 rtt_spike\n&#91;13:17:41] Hop 9: 212.sub-69-83-96.myvzw.com \u2014 20.97ms \u26a0 rtt_spike\n&#91;13:17:41] Hop 10: 75.sub-69-83-97.myvzw.com \u2014 20.84ms \u26a0 rtt_spike\n&#91;13:17:41] Hop 24: bl4-159-166.dsl.telepac.pt \u2014 388.73ms \u26a0 rtt_spike\n&#91;13:17:41] \ud83d\udccf Path distance: ~19436.5 km (min-RTT estimate, anomalous hops excluded)\n&#91;13:17:57] \ud83c\udfaf Ping: min 192ms \u2192 ~6000 km (5414.1\u20136585.9 km) conf 83%\n&#91;13:17:57] Starting nDPI deep packet inspection on 81.193.159.166...\n&#91;13:17:57] NDPI correlation started\n&#91;13:17:57] Host: 81.193.159.101 - Ports: 443\/tcp, 5432\/tcp, 993\/tcp, 53\/tcp, 995\/tcp\n&#91;13:17:57] Host: 81.193.159.102 - Ports: 3306\/tcp, 22\/tcp, 143\/tcp, 993\/tcp, 995\/tcp (+1 more)\n&#91;13:17:57] Host: 81.193.159.103 - Ports: 995\/tcp, 3389\/tcp, 21\/tcp, 443\/tcp\n&#91;13:17:57] Host: 81.193.159.104 - Ports: 995\/tcp, 110\/tcp\n&#91;13:17:57] Host: 81.193.159.105 - Ports: 80\/tcp, 995\/tcp, 110\/tcp, 3389\/tcp, 25\/tcp (+1 more)\n&#91;13:17:57] Host: 81.193.159.106 - Ports: 22\/tcp, 443\/tcp\n&#91;13:17:57] Host: 81.193.159.107 - Ports: 995\/tcp, 143\/tcp\n&#91;13:17:57] Host: 81.193.159.108 - Ports: 53\/tcp, 110\/tcp, 993\/tcp\n&#91;13:17:57] Host: 81.193.159.109 - Ports: 5432\/tcp, 21\/tcp, 3306\/tcp, 995\/tcp, 22\/tcp\n&#91;13:17:57] Scan completed: 9 hosts discovered\n&#91;13:17:57] Starting nDPI deep packet inspection on 81.193.159.166...\n&#91;13:18:17] nDPI analysis completed via backend API\n&#91;13:18:17] Protocol analysis results:\n&#91;13:18:17] No protocol data available\n&#91;13:18:28] nDPI analysis completed via backend API\n&#91;13:18:28] Protocol analysis results:\n&#91;13:18:28] No protocol data available\n&#91;13:20:47] Starting nmap scan on 81.193.159.166\n&#91;13:20:48] Target located: Santa Cruz das Flores, Portugal (39.46, -31.12)\n&#91;13:20:48] Tracking NMAP Target via Recon: 81.193.159.166\n&#91;13:20:51] Nmap scan complete. Found 1 hosts, 0 with RF signatures<\/code><\/pre>\n\n\n\n<figure class=\"wp-block-image size-large\"><img data-opt-id=512004111  data-opt-src=\"https:\/\/ml6vmqguit1n.i.optimole.com\/w:1024\/h:564\/q:mauto\/f:best\/https:\/\/172-234-197-23.ip.linodeusercontent.com\/wp-content\/uploads\/2026\/05\/image-3.png\"  decoding=\"async\" width=\"1024\" height=\"564\" src=\"data:image/svg+xml,%3Csvg%20viewBox%3D%220%200%201024%20564%22%20width%3D%221024%22%20height%3D%22564%22%20xmlns%3D%22http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%22%3E%3Crect%20width%3D%221024%22%20height%3D%22564%22%20fill%3D%22transparent%22%2F%3E%3C%2Fsvg%3E\" alt=\"\" class=\"wp-image-5792\" old-srcset=\"https:\/\/ml6vmqguit1n.i.optimole.com\/w:1024\/h:564\/q:mauto\/f:best\/https:\/\/172-234-197-23.ip.linodeusercontent.com\/wp-content\/uploads\/2026\/05\/image-3.png 1024w, https:\/\/ml6vmqguit1n.i.optimole.com\/w:300\/h:165\/q:mauto\/f:best\/https:\/\/172-234-197-23.ip.linodeusercontent.com\/wp-content\/uploads\/2026\/05\/image-3.png 300w, https:\/\/ml6vmqguit1n.i.optimole.com\/w:768\/h:423\/q:mauto\/f:best\/https:\/\/172-234-197-23.ip.linodeusercontent.com\/wp-content\/uploads\/2026\/05\/image-3.png 768w, https:\/\/ml6vmqguit1n.i.optimole.com\/w:1536\/h:846\/q:mauto\/f:best\/https:\/\/172-234-197-23.ip.linodeusercontent.com\/wp-content\/uploads\/2026\/05\/image-3.png 1536w, https:\/\/ml6vmqguit1n.i.optimole.com\/w:1624\/h:894\/q:mauto\/f:best\/https:\/\/172-234-197-23.ip.linodeusercontent.com\/wp-content\/uploads\/2026\/05\/image-3.png 1624w\" \/><\/figure>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">In other news:<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">Python Tuples<br><\/h3>\n\n\n\n<p><br>Tuples in Python are a type of collection used to store multiple items in a single variable. They are one of the four built-in data types in Python used to store collections of data, the other three being List, Set, and Dictionary. Tuples are defined by enclosing the items in round brackets () and are characterized by being ordered and immutable.<\/p>\n\n\n\n<p>Characteristics of Tuples<\/p>\n\n\n\n<p>Ordered: Tuples maintain the order of elements. This means that the items have a defined order, and that order will not change.<\/p>\n\n\n\n<p>Immutable: Once a tuple is created, its elements cannot be changed, added, or removed.<\/p>\n\n\n\n<p>Allow Duplicates: Tuples can contain duplicate values.<\/p>\n\n\n\n<p>Creating Tuples<\/p>\n\n\n\n<p>Tuples can be created in several ways:<\/p>\n\n\n\n<p>Using Round Brackets:<\/p>\n\n\n\n<p>mytuple = (&#8220;apple&#8221;, &#8220;banana&#8221;, &#8220;cherry&#8221;)<br>print(mytuple)<br><br>With One Item: To create a tuple with only one item, a comma must be added after the item.<\/p>\n\n\n\n<p>single_item_tuple = (&#8220;apple&#8221;,)<br>print(type(single_item_tuple)) # Output:<br><br>Using the tuple() Constructor:<\/p>\n\n\n\n<p>tuple_constructor = tuple((&#8220;apple&#8221;, &#8220;banana&#8221;, &#8220;cherry&#8221;))<br>print(tuple_constructor)<br><br>Accessing Tuple Items<\/p>\n\n\n\n<p>Tuple items can be accessed using indexing, both positive and negative. The first item has an index of 0, the second item has an index of 1, and so on. Negative indexing starts from the end of the tuple.<\/p>\n\n\n\n<p>mytuple = (&#8220;apple&#8221;, &#8220;banana&#8221;, &#8220;cherry&#8221;)<br>print(mytuple[0]) # Output: apple<br>print(mytuple[-1]) # Output: cherry<br><br>Operations on Tuples<\/p>\n\n\n\n<p>Concatenation: Tuples can be concatenated using the + operator.<\/p>\n\n\n\n<p>tuple1 = (1, 2, 3)<br>tuple2 = (4, 5, 6)<br>result = tuple1 + tuple2<br>print(result) # Output: (1, 2, 3, 4, 5, 6)<br><br>Nesting: Tuples can be nested within other tuples.<\/p>\n\n\n\n<p>nested_tuple = ((1, 2, 3), (&#8220;a&#8221;, &#8220;b&#8221;, &#8220;c&#8221;))<br>print(nested_tuple) # Output: ((1, 2, 3), (&#8216;a&#8217;, &#8216;b&#8217;, &#8216;c&#8217;))<br><br>Repetition: Tuples can be repeated using the * operator.<\/p>\n\n\n\n<p>repeated_tuple = (&#8220;python&#8221;,) * 3<br>print(repeated_tuple) # Output: (&#8216;python&#8217;, &#8216;python&#8217;, &#8216;python&#8217;)<br><br>Slicing: Tuples can be sliced to create new tuples.<\/p>\n\n\n\n<p>mytuple = (0, 1, 2, 3, 4)<br>print(mytuple[1:3]) # Output: (1, 2)<br>print(mytuple[::-1]) # Output: (4, 3, 2, 1, 0)<br><br>Important Considerations<\/p>\n\n\n\n<p>Immutability: Tuples are immutable, meaning that once they are created, their elements cannot be changed. Attempting to modify a tuple will result in a TypeError.<\/p>\n\n\n\n<p>Length: The length of a tuple can be determined using the len() function.<\/p>\n\n\n\n<p>mytuple = (&#8220;apple&#8221;, &#8220;banana&#8221;, &#8220;cherry&#8221;)<br>print(len(mytuple)) # Output: 3<br><br>Conversion: Lists can be converted to tuples using the tuple() constructor.<\/p>\n\n\n\n<p>mylist = [1, 2, 3]<br>mytuple = tuple(mylist)<br>print(mytuple) # Output: (1, 2, 3)<br><br>Tuples are a fundamental data structure in Python, offering a way to store ordered collections of items that cannot be modified after creation. They are useful in various scenarios where immutability and order are important.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>May 2, 2026 | Texas City | Ben Gilbert 3 Nodes is Typically a host, geo_point, and asn: In other news: Python Tuples Tuples in Python are a type of collection used to store multiple items in a single variable. They are one of the four built-in data types in Python used to store collections&hellip;&nbsp;<a href=\"https:\/\/172-234-197-23.ip.linodeusercontent.com\/?page_id=5775\" rel=\"bookmark\"><span class=\"screen-reader-text\">scythe-918cb1ec<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":5789,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"googlesitekit_rrm_CAowgMPcCw:productID":"","neve_meta_sidebar":"","neve_meta_container":"","neve_meta_enable_content_width":"","neve_meta_content_width":0,"neve_meta_title_alignment":"","neve_meta_author_avatar":"","neve_post_elements_order":"","neve_meta_disable_header":"","neve_meta_disable_footer":"","neve_meta_disable_title":"","footnotes":""},"class_list":["post-5775","page","type-page","status-publish","has-post-thumbnail","hentry"],"_links":{"self":[{"href":"https:\/\/172-234-197-23.ip.linodeusercontent.com\/index.php?rest_route=\/wp\/v2\/pages\/5775","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/172-234-197-23.ip.linodeusercontent.com\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/172-234-197-23.ip.linodeusercontent.com\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/172-234-197-23.ip.linodeusercontent.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/172-234-197-23.ip.linodeusercontent.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=5775"}],"version-history":[{"count":8,"href":"https:\/\/172-234-197-23.ip.linodeusercontent.com\/index.php?rest_route=\/wp\/v2\/pages\/5775\/revisions"}],"predecessor-version":[{"id":5793,"href":"https:\/\/172-234-197-23.ip.linodeusercontent.com\/index.php?rest_route=\/wp\/v2\/pages\/5775\/revisions\/5793"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/172-234-197-23.ip.linodeusercontent.com\/index.php?rest_route=\/wp\/v2\/media\/5789"}],"wp:attachment":[{"href":"https:\/\/172-234-197-23.ip.linodeusercontent.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=5775"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}