#BHUSA, Twitter, 7/13/2021 7:03:00 AM, 258620


FAQ | Problem?

#BHUSA Twitter NodeXL SNA Map and Report for Tuesday, 13 July 2021 at 07:01 UTC
#BHUSA Twitter NodeXL SNA Map and Report for Tuesday, 13 July 2021 at 07:01 UTC
From:
vivian
Uploaded on:
July 13, 2021
Short Description:
#BHUSA via NodeXL https://bit.ly/3e7MRBZ
@blackhatevents
@youranonriots
@trustedsec
@cxstephens
@enjenneer
@botcybersec
@jstrosch
@stoerchl
@cybersec_feeds
@colortokensinc

Top hashtags:
#bhusa
#cybersecurity
#cyberres
#cyberresilience
#arsenal
#blackhat
#infosec

Description:
Description
The graph represents a network of 377 Twitter users whose recent tweets contained "#BHUSA", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Tuesday, 13 July 2021 at 07:01 UTC.

The tweets in the network were tweeted over the 7-day, 17-hour, 41-minute period from Monday, 05 July 2021 at 11:48 UTC to Tuesday, 13 July 2021 at 05:30 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

The graph is directed.

The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.

The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.


Author Description


Overall Graph Metrics
Vertices : 377
Unique Edges : 694
Edges With Duplicates : 314
Total Edges : 1008
Number of Edge Types : 5
Retweet : 336
MentionsInRetweet : 366
Replies to : 6
Mentions : 224
Tweet : 76
Self-Loops : 78
Reciprocated Vertex Pair Ratio : 0.0882778581765557
Reciprocated Edge Ratio : 0.162234042553191
Connected Components : 33
Single-Vertex Connected Components : 15
Maximum Vertices in a Connected Component : 271
Maximum Edges in a Connected Component : 870
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.246431
Graph Density : 0.00530503978779841
Modularity : 0.527821
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 377 Twitter users whose recent tweets contained "#BHUSA", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Tuesday, 13 July 2021 at 07:01 UTC.

The tweets in the network were tweeted over the 7-day, 17-hour, 41-minute period from Monday, 05 July 2021 at 11:48 UTC to Tuesday, 13 July 2021 at 05:30 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch
Graph Term : #BHUSA
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : In-Degree

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[21] https://j.mp/3hDwyhe
[20] https://www.blackhat.com/us-21/arsenal/schedule/index.html#introducing-subcrawl-a-framework-for-the-analysis-and-clustering-of-hacking-tools-found-using-open-directories-24081
[16] https://bit.ly/3e069Jd
[13] https://blackhat.com/us-21
[12] https://informatech.co/3qRrb21
[11] https://www.blackhat.com/us-21/arsenal/schedule/#the-wifi-kraken-lite-24112
[10] http://ow.ly/NPRv50FaKQJ
[9] https://informatech.co/36hHRGy
[9] https://research.nccgroup.com/2021/07/12/ncc-group-at-black-hat-usa-2021-and-def-con-29/
[8] https://informatech.co/3hKOl6b

Top URLs in Tweet in G1:
[13] https://blackhat.com/us-21
[10] https://www.blackhat.com/us-21/arsenal/schedule/#the-wifi-kraken-lite-24112
[7] https://informatech.co/3hKOl6b
[5] https://informatech.co/3hrxrdV
[5] https://informatech.co/3wpVluB
[5] https://hubs.la/H0RN4jp0
[4] https://www.blackhat.com/us-21/arsenal/schedule/index.html#trapfuzzer-24090
[4] https://www.blackhat.com/us-21/briefings/schedule/#baby-sharks-small-subgroup-attacks-to-disrupt-large-distributed-systems-22608
[4] https://bit.ly/36hMn87
[4] https://bit.ly/2TZaqpy

Top URLs in Tweet in G2:
[9] https://research.nccgroup.com/2021/07/12/ncc-group-at-black-hat-usa-2021-and-def-con-29/
[4] https://www.blackhat.com/us-21/training/schedule/#system-forensics-and-incident-handling-21832
[4] https://www.blackhat.com/us-21/briefings/schedule/index.html#sleight-of-arm-demystifying-intel-houdini-23725
[4] https://defcon.org/html/defcon-29/dc-29-speakers.html#hong
[3] https://www.blackhat.com/us-21/training/schedule/#secure-coding-in-c-21933
[3] https://www.blackhat.com/us-21/arsenal/schedule/#solitude-a-privacy-analysis-tool-23902
[2] https://informatech.co/3ywh9G5
[2] https://www.blackhat.com/us-21/arsenal/schedule/index.html#trapfuzzer-24090
[1] https://informatech.co/352HsqL
[1] https://informatech.co/36lacfa

Top URLs in Tweet in G3:
[16] https://bit.ly/3e069Jd
[8] http://ow.ly/NPRv50FaKQJ
[7] https://informatech.co/2TVrVaf
[4] https://www.fortynorthsecurity.com/public-training
[4] https://lnkd.in/gqAE99T
[4] https://www.intrusion.com/blog/were-headed-to-vegas-baby/
[3] http://ow.ly/B1Vu30rNaDF
[3] https://www.intrusion.com/blog/were-headed-to-vegas-baby/?utm_source=Black%20Hat%20twitter&utm_medium=post&utm_campaign=Black%20Hat%20Social
[2] https://intrusion.com/request-a-demo/?utm_source=Black%20Hat%20twitter&utm_medium=post&utm_campaign=Black%20Hat%20Social
[2] https://mobilereviewplans.blogspot.com/2021/07/splurging-1499-will-get-you-qualcomm.html

Top URLs in Tweet in G4:
[9] https://informatech.co/3qRrb21
[7] https://informatech.co/36hHRGy
[5] https://www.blackhat.com/us-21/training/schedule/#a-purple-team-view-attacking-and-defending-linux-docker-and-kubernetes-22188
[5] https://www.blackhat.com/us-21/briefings/schedule/#mfa-ing-the-un-mfa-ble-protecting-auth-systems-core-secrets-23717
[2] http://ow.ly/XHSw50FbXMH
[2] https://informatech.co/36lacfa
[1] https://www.blackhat.com/us-21/arsenal/schedule/index.html#trapfuzzer-24090
[1] https://hubs.la/H0RjXbb0
[1] https://informatech.co/3dQfR12
[1] https://informatech.co/3hrxrdV

Top URLs in Tweet in G5:
[20] https://www.blackhat.com/us-21/arsenal/schedule/index.html#introducing-subcrawl-a-framework-for-the-analysis-and-clustering-of-hacking-tools-found-using-open-directories-24081
[7] https://hubs.la/H0Rj-p-0
[1] https://hubs.la/H0RjXbb0

Top URLs in Tweet in G6:
[18] https://j.mp/3hDwyhe

Top URLs in Tweet in G7:
[2] https://hubs.la/H0RJyVl0
[2] https://hubs.la/H0RWRyh0
[2] https://hubs.la/H0RWRxl0
[1] https://hubs.la/H0RyBCh0
[1] https://hubs.la/H0RyBDH0
[1] https://hubs.la/H0RyCVJ0
[1] https://hubs.la/H0RyCVK0
[1] https://hubs.la/H0RyBCk0
[1] https://hubs.la/H0RyCLH0
[1] https://hubs.la/H0RyD4p0

Top URLs in Tweet in G8:
[3] https://j.mp/3hDwyhe
[2] http://bit.ly/32VTjF2
[2] http://ow.ly/BUSZ50Fs6w3
[1] https://buff.ly/3wptJGB
[1] http://earmas.ga
[1] https://lnkd.in/eh3CyPZ
[1] https://lnkd.in/g9k9QJu
[1] https://www.blackhat.com/us-21/arsenal/schedule/index.html#packet-sender-24082
[1] https://www.blackhat.com/us-21/training/schedule/?utm_source=bambu&blaid=1775927#attack--secure-sap-platforms-22067
[1] https://lnkd.in/gGwU2MQ

Top URLs in Tweet in G9:
[1] https://hubs.la/H0RQ7z20
[1] https://hubs.la/H0RQ7tz0
[1] https://hubs.la/H0RyD8M0
[1] https://hubs.la/H0RJzkf0

Top URLs in Tweet in G10:
[5] https://www.blackhat.com/us-21/briefings/schedule/#fixing-a-memory-forensics-blind-spot-linux-kernel-tracing-23603
[1] http://ow.ly/NPRv50FaKQJ

Top Domains
Top Domains in Tweet in Entire Graph:
[123] blackhat.com
[94] informatech.co
[92] bit.ly
[33] hubs.la
[32] ow.ly
[21] j.mp
[17] spr.ly
[9] intrusion.com
[9] nccgroup.com
[7] feye.io

Top Domains in Tweet in G1:
[52] blackhat.com
[50] bit.ly
[47] informatech.co
[17] spr.ly
[5] hubs.la
[3] ow.ly
[3] venafi.com
[2] fortynorthsecurity.com
[2] portswigger.net
[1] youtube.com

Top Domains in Tweet in G2:
[23] blackhat.com
[13] informatech.co
[9] nccgroup.com
[4] defcon.org
[1] tweetedtimes.com

Top Domains in Tweet in G3:
[19] bit.ly
[11] ow.ly
[10] informatech.co
[9] intrusion.com
[4] fortynorthsecurity.com
[4] lnkd.in
[2] blogspot.com
[1] youtube.com
[1] hubs.la

Top Domains in Tweet in G4:
[20] informatech.co
[11] blackhat.com
[2] ow.ly
[1] hubs.la

Top Domains in Tweet in G5:
[20] blackhat.com
[8] hubs.la

Top Domains in Tweet in G6:
[18] j.mp

Top Domains in Tweet in G7:
[14] hubs.la

Top Domains in Tweet in G8:
[3] j.mp
[3] lnkd.in
[2] blackhat.com
[2] bit.ly
[2] ow.ly
[1] buff.ly
[1] earmas.ga
[1] netspi.com
[1] scwx.us

Top Domains in Tweet in G9:
[4] hubs.la

Top Domains in Tweet in G10:
[5] blackhat.com
[1] ow.ly

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[536] bhusa
[132] cybersecurity
[94] cyberres
[68] cyberresilience
[61] arsenal
[47] blackhat
[28] infosec
[23] cyber
[23] informationsecurity
[20] dfir



Top Hashtags in Tweet in G1:
[204] bhusa
[88] cyberres
[83] cybersecurity
[65] cyberresilience
[10] th3cyb3rc0p
[10] cyberdefecers
[5] togetherwehitharder
[5] cybercrime
[4] redteam
[3] ghidra

Top Hashtags in Tweet in G2:
[62] bhusa
[4] defcon29

Top Hashtags in Tweet in G3:
[60] bhusa
[36] cybersecurity
[22] cyber
[22] informationsecurity
[20] infosec
[18] azure
[15] technology
[15] electronics
[15] mobilephones
[15] mobiletechnology

Top Hashtags in Tweet in G4:
[34] bhusa
[1] trustedsec
[1] training

Top Hashtags in Tweet in G5:
[40] arsenal
[28] bhusa
[20] subcrawl
[20] opendirs
[8] trustedsec
[8] training

Top Hashtags in Tweet in G6:
[18] arsenal
[18] bhusa
[1] lazyrecon

Top Hashtags in Tweet in G7:
[9] bhusa
[7] ransomware
[7] keyavi
[5] tech
[3] datasecurity
[3] cybersecurity
[2] business
[1] kesaya
[1] security

Top Hashtags in Tweet in G8:
[19] bhusa
[7] blackhat
[3] arsenal
[3] lazyrecon
[2] cybersecurity
[2] ciso
[2] killjoys
[2] rp
[2] mj
[2] rpx

Top Hashtags in Tweet in G9:
[3] keyavi
[3] bhusa
[1] cybercrime
[1] business
[1] ransomware
[1] cisoseries
[1] cybersecurity
[1] datasecurity

Top Hashtags in Tweet in G10:
[11] bhusa
[11] dfir
[5] threatintel
[5] infosec
[5] memoryforensics
[1] cybersecurity
[1] databreach

Top Words
Top Words in Tweet in Entire Graph:
[541] #bhusa
[145] blackhatevents
[136] learn
[133] #cybersecurity
[125] more
[107] virtual
[94] join
[94] #cyberres
[90] 31
[73] august

Top Words in Tweet in G1:
[204] #bhusa
[115] blackhatevents
[88] #cyberres
[83] #cybersecurity
[76] 31
[74] learn
[69] more
[65] join
[65] #cyberresilience
[62] reg

Top Words in Tweet in G2:
[62] #bhusa
[34] student
[23] more
[19] pass
[18] time
[18] free
[17] tool
[17] black
[17] speaker
[17] nominate

Top Words in Tweet in G3:
[65] #bhusa
[37] #cybersecurity
[22] #cyber
[22] #informationsecurity
[20] #infosec
[18] splurging
[18] 1499
[18] qualcomm
[18] asus'
[18] smartphone

Top Words in Tweet in G4:
[34] #bhusa
[15] mfa
[14] wifi
[12] based
[12] see
[12] demo
[12] arsenal
[10] kubernetes
[10] training
[10] secrets

Top Words in Tweet in G5:
[40] framework
[40] #arsenal
[28] #bhusa
[28] virtual
[20] excited
[20] presenting
[20] #subcrawl
[20] analyzing
[20] open
[20] directories

Top Words in Tweet in G6:
[18] lazyrecon
[18] tool
[18] automate
[18] reconnaissance
[18] process
[18] organized
[18] fashion
[18] #arsenal
[18] #bhusa
[18] #lazyrecon

Top Words in Tweet in G7:
[9] #bhusa
[7] #ransomware
[5] criminals
[5] million
[5] #tech
[4] attacks
[4] data
[4] smart
[4] records
[4] #keyavi

Top Words in Tweet in G8:
[19] #bhusa
[7] #blackhat
[7] booth
[5] learn
[4] black
[4] see
[4] training
[4] visit
[3] 2021
[3] security

Top Words in Tweet in G9:
[3] #keyavi
[3] #bhusa
[2] cybersecuritysf
[2] protected

Top Words in Tweet in G10:
[11] #bhusa
[11] #dfir
[6] learn
[5] attending
[5] please
[5] stop
[5] booth
[5] #1676
[5] hello
[5] farsight

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[81] #bhusa,#cybersecurity
[79] learn,more
[65] reg,#bhusa
[53] join,blackhatevents
[49] #cybersecurity,#cyberresilience
[43] request,virtual
[43] virtual,meeting
[43] meeting,#cyberres
[43] #cyberres,experts
[43] august,2021

Top Word Pairs in Tweet in G1:
[73] #bhusa,#cybersecurity
[62] reg,#bhusa
[57] learn,more
[50] join,blackhatevents
[46] #cybersecurity,#cyberresilience
[40] request,virtual
[40] virtual,meeting
[40] meeting,#cyberres
[40] #cyberres,experts
[38] blackhatevents,happening

Top Word Pairs in Tweet in G2:
[17] #bhusa,speaker
[17] speaker,nominate
[17] nominate,student
[17] student,free
[17] free,briefings
[17] briefings,pass
[17] pass,attend
[17] attend,physically
[17] physically,virtually
[17] virtually,august

Top Word Pairs in Tweet in G3:
[22] #cyber,#informationsecurity
[18] splurging,1499
[18] 1499,qualcomm
[18] qualcomm,asus'
[18] asus',smartphone
[18] smartphone,snapdragon
[18] snapdragon,insiders
[18] #bhusa,#cyber
[18] #informationsecurity,#azure
[15] insiders,#bhusa

Top Word Pairs in Tweet in G4:
[12] see,demo
[12] #bhusa,arsenal
[9] slips,behavioral
[9] behavioral,based
[9] based,intrusion
[9] intrusion,prevention
[9] prevention,system
[9] system,first
[9] first,free
[9] free,software

Top Word Pairs in Tweet in G5:
[20] excited,presenting
[20] presenting,#subcrawl
[20] #subcrawl,framework
[20] framework,analyzing
[20] analyzing,open
[20] open,directories
[20] directories,#bhusa
[20] #bhusa,#arsenal
[20] #arsenal,stoerchl
[20] stoerchl,framework

Top Word Pairs in Tweet in G6:
[18] lazyrecon,tool
[18] tool,automate
[18] automate,reconnaissance
[18] reconnaissance,process
[18] process,organized
[18] organized,fashion
[18] fashion,#arsenal
[18] #arsenal,#bhusa
[18] #bhusa,#lazyrecon

Top Word Pairs in Tweet in G7:
[3] #ransomware,attacks
[3] cyber,criminals
[3] #tech,#bhusa
[2] world,besieged
[2] besieged,digital
[2] digital,pandemic
[2] pandemic,brazen
[2] brazen,#ransomware
[2] attacks,increasingly
[2] increasingly,significant

Top Word Pairs in Tweet in G8:
[3] lazyrecon,tool
[3] tool,automate
[3] automate,reconnaissance
[3] reconnaissance,process
[3] process,organized
[3] organized,fashion
[3] fashion,#arsenal
[3] #arsenal,#bhusa
[3] #bhusa,#lazyrecon
[3] chance,win

Top Word Pairs in Tweet in G9:
[2] #keyavi,#bhusa

Top Word Pairs in Tweet in G10:
[5] attending,#bhusa
[5] #bhusa,please
[5] please,stop
[5] stop,booth
[5] booth,#1676
[5] #1676,hello
[5] hello,farsight
[5] farsight,team
[5] team,see
[5] see,latest

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@blackhatevents
@microfocussec
@stoerchl
@ubiquitous_h
@rcs
@_kamifai_
@eldracote
@d4rkm4tter
@cakefumes
@dhruv_verma_

Top Mentioned in G1:
@blackhatevents
@microfocussec
@d4rkm4tter
@patrickwardle
@craigtweets
@wisporg
@intel471inc
@omershlomovits
@bobcovello
@killianlevacher

Top Mentioned in G2:
@rcs
@ubiquitous_h
@enjenneer
@cakefumes
@dhruv_verma_
@smarticu5
@chaosdatumz
@nccerik
@im_eningeer
@sz_jynik

Top Mentioned in G3:
@kellymsheridan
@sherridavidoff
@evilmattxd
@blackhatevents
@microfocussec
@intel471inc

Top Mentioned in G4:
@_kamifai_
@eldracote
@inguardians
@sensepost
@orangecyberdef
@x_ulla
@jaybeale
@talbeerysec
@meeas
@blackhatevents

Top Mentioned in G5:
@stoerchl
@hackingdave

Top Mentioned in G7:
@edatnews
@stevenjburke
@michaelnovinson
@cyberdefensemag
@infosecexpert
@asebenius
@alexscroxton
@josephmenn
@alexstamos
@wsjcyber

Top Mentioned in G9:
@cybersecuritysf
@kathrynamalone
@kjhiggins
@dspark
@jeffelder
@eccouncil
@jennyanne211
@robotodd
@loislane28
@menadeau

Top Mentioned in G10:
@attrc
@volexity
@nolaforensix
@lsucct
@blackhatevents
@sherridavidoff
@evilmattxd

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@cybersec_feeds
@cybersecurityn8
@adekleine
@artificialbra1n
@ml_tweet_bot
@amazingchevvolt
@micheleangelo13
@winobs
@youranonriots

Top Tweeters in G1:
@cybersec_feeds
@artificialbra1n
@amazingchevvolt
@winobs
@safetymentalst
@ayirpelle
@cynthiamn5
@blkhwk0ps
@jayeshmthakur
@rodtrent

Top Tweeters in G2:
@kevinriggle
@malwarejake
@__t_x_8
@pcrampton
@stroz
@rmogull
@infowaropcenter
@adamshostack
@wendyck
@__exy__

Top Tweeters in G3:
@sectest9
@cybersecurityn8
@botcybersec
@gdprai
@rec0nus
@candidate7153
@pmenonkp
@secdevb
@cyberintel
@tcrossmd

Top Tweeters in G4:
@ml_tweet_bot
@youranonriots
@linuxmil
@sunburstchicago
@patrickdebois
@matioli_erick
@eldracote
@amadimk
@talbeerysec
@geekwiredd

Top Tweeters in G5:
@jax_masters
@gh0std4ncer
@cxstephens
@andrew_strutt
@andregironda
@dragon199421
@arnold_smith1
@hackingdave
@parislo81423078
@notajungman

Top Tweeters in G6:
@micheleangelo13
@nortonmann
@whitech46522218
@xorlla
@blackploit
@vaguileradiaz
@hycata
@kitploit
@test2v
@jean_zacarias

Top Tweeters in G7:
@infosecexpert
@alexscroxton
@cyberdefensemag
@josephmenn
@serghei
@michaelnovinson
@ismg_editor
@stevenjburke
@wsjcyber
@keyavidata

Top Tweeters in G8:
@chahali
@apostolwario
@inthehighest1
@focusonegroup
@securisec
@ccasel
@secureworks
@arnaudsoullie
@appviewx
@netspi

Top Tweeters in G9:
@jeffelder
@eccouncil
@cybersecuritysf
@loislane28
@dspark
@kjhiggins
@menadeau
@jennyanne211
@elliotdlewis
@kathrynamalone

Top Tweeters in G10:
@csocintel
@cybsecbot
@attrc
@farsightsecinc
@nolaforensix
@volatility
@lsucct
@osintlabworks
@volexity
@aishagombe


Tags: