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cybersectony
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PhishingEmailDetectionv2.0

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train · 120k rows

content stringlengths 1 17M	label int64 0 3
https://www.galvnews.com	2
https://filedn.com/l0kwbcnxzlkqbihn1fmjrk4/feedback.html	3
http://www.www--wellsfargo--com--tj49329d48d6c.wsipv6.com	3
http://www.sleamcommulnity.ru	3
http://www.chihabidine.com	3
https://www.actionrocket.co	2
https://www.rock947.com	2
http://www.unnur.com	3
http://www.kupijeftino.rs	3
https://www.cindywright.org	2
https://www.camden.nsw.gov.au	2
https://www.nursingguide.ph	2
https://www.ssho.ox.ac.uk	2
http://www.nsd.me	3
http://long-breeze-f1b7.ouath-confirmation.workers.dev/	3
http://www.bluedragon.com	3
https://www.ccwtoday.org	2
https://www.lrng.org	2
https://www.utordeals.com	2
empty	1
https://bafybeiardsa5er7hxrjr74j6khdgikhmxomx5hrwldrefftslvh72a3rai.ipfs.cf-ipfs.com/karatwebautoback.html	3
https://www.ferma.eu	2
https://www.maywearit.com	2
https://www.orpheus.com.au	2
https://www.game-focus.com	2
https://ecoxygene.net/cdn/chpost/n/	3
http://www.seite77.de	3
https://www.edfringe.com	2
https://aol-106787.weeblysite.com/	3
revised - transitional steering committee meeting here are the details for the transitional steering committee meetings : this meeting will take place every wednesday at 10 : 00 a . m . ( cst ) commencing on february 6 th . dial - in number : 877 - 232 - 4392 host code : 505813 ( louise ) participant code : 969747 tammie schoppe enron americas - office of the chair assistant to louise kitchen 713 . 853 . 4220 office 713 . 646 . 8562 fax 713 . 253 . 2131 mobile	0
https://girsstxrfnd.com/home	3
high desert linguistics society / students call for papers the high desert linguistics society 2nd student conference in linguistics ( hdls - 2 ) march 26-27 , 1999 university of new mexico albuquerque keynote speaker : dr . sandra thompson , ucsb we invite student papers from all areas of linguistics , but we especially encourage papers in following specific areas of inquiry : form and function language change and grammaticization discourse analysis native american linguistics sign language linguistics computational linguistics sociolinguistics & language planning abstracts for 20 - minutes papers may be a maximum of one page . at the top of the abstract ( if by e-mail ) or on a separate page ( if on paper ) , please include : title of paper author name ( s ) and affiliation ( s ) topic area ( from the list above or whatever seems appropriate ) e-mail address paper mailing address submission deadline : abstracts must be received by jan . 22 , 1999 . where to submit : abstracts for 20 - minute papers should be e-mailed in ascii , word , or word perfect form to : < hdls @ unm . edu > . please use " abstract " as your subject header . if you are submitting more than one abstract , please e-mail each separately . if you prefer to use regular mail , send two copies of your abstract to : hdls - 2 abstracts university of new mexico humanities 526 albuquerque , nm 87131 proceedings the proceedings of the conference will be published in the summer of 1999 . inquiries : for more information , visit the conference web site at < http : / / www . unm . edu / ~ hdls / hdls - 2 / , available soon . e-mail inquiries : hdls @ unm . edu	0
https://www.polygonia.design	2
the no . 1 source for software superstore . get discounted oem software from online store ! http : / / xcwz . ova 3 rnohlyod 3 po . tussurke . net the strictest law sometimes becomes the severest injustice . i bought some powdered water yesterday . i don ' t know what to add .	1
https://www.aekfc.gr	2
URL: http://boingboing.net/#85516333 Date: Not suppliedAll through October, Berkeley's Mathematical Sciences Research Institute is hosting Cinemath, a mathematics film festival: Permutations and Configurations: A Calculated Cinema In this avant-garde subset of Cinemath, we explore films that have been constructed using mathematical concepts both simple and complex- geometric permutations, musical frameworks, even topography are among the strategies that have been employed to compose and sequence film frames. Filmmakers such as Oskar Fischinger and Walther Ruttmann created some of the earliest avant-garde films by multiplying, dividing, and otherwise transforming abstract images- including spirals, rectangles, and circles to produce dynamic rhythms and harmonies. Today such visual music and motion graphics are the currency of digital graphics. Anthony McCall's film performances such as Line Describing a Cone create 3-D geometric shapes into which the viewer can literally step. We also explore films by pioneers of machine-generated and computer-produced animation (Norman McLaren, James and John Whitney, Stan Vanderbeek) as well as works by contemporary animators who use the computer to either generate or pattern images (Larry Cuba, Paul Glabicki, James Otis). Peter Kubelka, Taka Iimura, and Standish Lawder use the frame as the unit with which they create editing patterns, while Kurt Kren and Paul Sharits reckon on arithmetic systems to variously calculate compositional or editing patterns. Bette Gordon, Hollis Frampton, and Bruce Elder figure in algorithms, group theory, and set theory to graphically enliven the frame or to structure their films. While no mathematical knowledge is required to enjoy these films, we count on you to try to calculate the mathematical systems employed! Link[1] Discuss[2] (_Thanks, Jef[3]!_)[1] http://www.msri.org/20thanniversary/cinemath.html [2] http://www.quicktopic.com/boing/H/Adiw2xL5kw8ug [3] http://www.acme.com	0
https://eeww-b4114.firebaseapp.com/	3
empty	1
https://www.tucsonrodeoparade.com	2
https://dev-ban0.pantheonsite.io/index3.php	3
http://www.client-message.com	3
https://www.informationclearinghouse.info	2
http://www.saisoaoard.co.jp.50gb174.xyz/	3
https://www.wardthomasmusic.com	2
https://www.costanavarino.com	2
https://www.albin-michel.fr	2
https://www.mymuell.de	2
https://www.vevey.ch	2
http://www.xaledao.com	3
https://izamuvnood.duckdns.org/	3
https://www.fundempresa.org.bo	2
https://www.graphene-theme.com	2
https://www.macleans.school.nz	2
https://miraarquitectos.cl/order/waybillorder/index.php	3
https://ms-online-hiberniancf.vercel.app/	3
https://www.kaipa.info	2
http://s951703658.onlinehome.us/	3
fw : westinghouse turbine did you have further discussions with jim hughes ? i have consistently held the line with global assets that we would take at cost . their response has been that they will keep it . let me know . wes - - - - - original message - - - - - from : pierce , jody sent : monday , june 04 , 2001 4 : 13 pm to : colwell , wes cc : hodges , georganne ; vos , theresa subject : fw : westinghouse turbine wes , this relates to the calme 501 d 5 a turbine we discussed in your office with ben jacoby jacoby , ben ; boe , larry a . subject : re : westinghouse turbine mauricio - per ben , the transfer price is in louise kitchen ' s hands . it is my understanding that she will be back in the office next week , so hopefully we can wrap this up soon . theresa - - - - - original message - - - - - from : ortiz , mauricio sent : sunday , june 03 , 2001 5 : 20 pm to : vos , theresa subject : westinghouse turbine theresa , please provide me with the company number and cost element that the westinghouse turbine should be transferred to . thanks , mauricio ortiz	0
https://tianjinhong.com/ibg/client/l_home_s.php	3
http://uppholdl0gin.mystrikingly.com/	3
more on nlp to the readers : i have recently sent out several email inquiries to various list services that i subscribe to in an attempt to learn why we do not see more software that can relate to the complexities of human grammar . that is , i was trying to learn why do n't we see better grammar checkers , more translation software , and more sophisticated language tutoring software . if there were a theory of syntax that could be programmed at all would n't there also be a swarm of programs being offered by researchers and graduate students from around the world ? would n't we be arguing about the merits of " lfg - linguist 3 . 1 " vs " gb - linguist 2 . 0 . " and would n't we be arguing about the merits of one theories labelled bracketing versus another 's ? further , other areas that might use language interfaces such as games and program internal " help facilities " are also quite primitive . granted , the difficulties of trying to get a program to account for pro - - blems of meaning have occupied programmers for years , but this in itself is not sufficient enough explanation for why we do not see more results in areas that require a program to exhibit a sophisticated understanding of the structure of human language . which brings me to the point of this query . to improve my understanding of this problem and perhaps to generate some meaningful dialog about this problem , i would like to propose the following list of what we should minimally expect of a program or a theory of syntax that claims to be able to handle the structure of human language . i would like to invite readers to add to the list or to point out which areas have already been adequately handled . if an area is adequately handled , i would like information on how to receive the software that is available . i divide this list into three basic areas : 1 ) minimum requirements for linguists , 2 ) minimum requirements for grammar checkers , foreign language tutoring software , and other more secular uses of syntax , and 3 ) minimum requirements for translation technology . i . minimum requirements for linguists . a program or a theory of syntax that is to be programmed must minimally be able to : 1 ) provide a full labelled bracketing of any string ( including information about intermediate and maximal level nodes ) . 2 ) provide the parts of speech of all items in a string 3 ) provide the parts of a sentence ( subject , direct object , etc ) of a string 4 ) provide acceptability judgements for sentences that can be parsed ( e . g . john1 likes himself2 is parsable but unacceptable ) . 5 ) provide judgements about topicalized sentences , fronted wh questions , tough - movement sentences , relative clauses , noun clauses , cleft and pseudo - cleft sentences , pied - piping , the complex np constraint , control sentences , parasitic gap sentences , island conditions , the that trace effect , the coreferrence requirements of pronouns and reciprocals , and strong and weak crossover effects . 6 ) perhaps provide explanations for why particular parses fail . ii . minimum requirements for grammar checkers , foreign language tutoring software , and other more secular uses of syntax . a program or theory of syntax that is to be of value in these areas should minimally : 1 ) provide information about part of speech 2 ) provide information about part of sentence ( subject , object , etc ) 3 ) provide demonstrations of grammatical constructions e . g . make passivesentences from active and active from passive , make questions from statements , join two sentences into one using a variety of conjunctions , transitions and prepositions . 4 ) provide judgements about errors in the production of sentences 5 ) provide information about types of clauses : subordinate / main , adverb , noun etc . 6 ) provide information about sentence type e . g . simple , complex , compound , etc . 7 ) analyze punctuation of words , phrases , and clauses ( including coordination ) . minimum requirements for translation technology : 1 ) provide a correct parse for the subject language and provide a grammatically correct sentence in the target language . 2 ) provide acceptability judgements and other grammar checking of sentences in both languages . 3 ) be able to do convert some sentences in both languages : e . g . statement to question , active to passive and so on . this list might be short in many ways , but i think it illustrates my point . there is a lot more that could be happening in the realm of computational syntax , but it is not happening . if i am overly pessimistic , i would like to know where i can find software that can do the above . i will post all responses to the list as a summary . also , if anyone would like to add to this list , i will keep track of the responses and post them to the list . also , if someone can explain what prevents these developments i would appreciate that as well . phil bralich bralich @ uhccux . uhcc . hawaii . edu	0
https://www.project44.com	2
https://www.robofont.com	2
Dear ricardo1 , COST EFFECTIVE Direct Email Advertising Promote Your Business For As Low As $50 Per 1 Million Email Addresses MAXIMIZE YOUR MARKETING DOLLARS! Complete and fax this information form to 309-407-7378. A Consultant will contact you to discuss your marketing needs. NAME:___________________________________________________________________ COMPANY:_______________________________________________________________ ADDRESS:________________________________________________________________ CITY:_____________________________________________________________________ STATE:___________________________________________________________________ PHONE:___________________________________________________________________ E-MAIL:__________________________________________________________________ WEBSITE: (Not Required)_______________________________________________________ ___________________________________________________________________________ ___________________________________________________________________________ COMMENTS: (Provide details, pricing, etc. on the products and services you wish to market) ___________________________________________________________________________ ___________________________________________________________________________ ___________________________________________________________________________ ___________________________________________________________________________ [247(^(PO1:KJ)_8J7BJK9^":}H&TG0BK5NKIYs5]	1
https://www.southeastdiscovery.com	2
https://www.wati.io	2
Hello, jm@neteze.comAs seen on NBC, CBS, and CNN, and even Oprah! The health discovery that actually reverses aging while burning fat, without dieting or exercise! This proven discovery has even been reported on by the New England Journal of Medicine. Forget aging and dieting forever! And it's Guaranteed!* Reduce body fat and build lean muscle WITHOUT EXERCISE! * Enhace sexual performance * Remove wrinkles and cellulite * Lower blood pressure and improve cholesterol profile * Improve sleep, vision and memory * Restore hair color and growth * Strengthen the immune system * Increase energy and cardiac output * Turn back your body's biological time clock 10-20 years in 6 months of usage !!! FOR FREE INFORMATION AND GET FREE 1 MONTH SUPPLY OF HGH CLICK HERE You are receiving this email as a subscriber to the Opt-In America Mailing List. To remove yourself from all related maillists, just Click Here	1
https://www.canon.com.au	2
https://rogesrsatt.weebly.com/	3
https://www.dcc.at	2
https://ipfs.io/ipns/k51qzi5uqu5dio99vplcsg56h1sai7oxk8afe102gjrjpfsfs9nktq90c8t1zg	3
https://wispy-paper-0a98.eo5zvnyl.workers.dev/	3
http://uudainapthe.vn/	3
https://www.alfonsdamian.com	2
make $ 1000 a day within 3 months ! are you are interested in making $ 1000 us a day within the next 3 months ? are you are willing to put forth an honest effort to achieve that goal ? if your answer is yes to both questions then i can help you achieve that goal ! call the following number and listen to the 3 minute message . then at the tone leave your name and number ( with area code ) and i will get back to you with more information on how you can get started to making $ 1000 us a day ! this is a serious business opportunity . serious inquiries only please . in the us call toll free : 1-888 - 310-6226 outside the us call : 619-678 - 4228 ext . 6733 * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * just for calling and leaving your name you can receive a $ 1500 marketing package which is available for immediate download . all software is fully functional , and not shareware . it is available for you to use to market your online business . . . 1 . 32 bit mailing and extracting software . . . value $ 400 http : / / www . success-minded . com / extractorinfo . htm 2 . mailing software to convert your pc into a mailserver . . . value $ 500 http : / / www . success-minded . com / rfmsinfo . htm 3 . global mail lists pre-cleaned against a global remove list . ( value $ 250 ) 4 . entry into a password protected site , where fresh addresses updated each week are available for download . these are the result of the efforts of dozens of computers scanning the www for the freshest most targeted addresses available ! ( value about $ 100 / 10 , 000 targeted addresses ) 5 . a detailed help file to guide you , no matter how new you are to internet marketing , into the successful use of these tools . all of the above is fully functional , ready to use . you can be up and running in a single day . * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * i am bundling this package together with an exciting , life enriching organization dedicated to empowering you towards a richer , fuller , more satisfying life . . . in terms of personal well being and financial independence . the real difference between us and our competition is that we supply you with all the tools you need to build your business . our marketing philosophy is based , not on taking from others , but on " giving " to others . can you think of any other support team that gives its new members such a package of tools right from the start ? i have n't found one , and believe me i have searched . in addition to being given this package for your personal use . . . you are also given the rights to give it away to build your group . that 's right . think how easy it is to build your own business with such a powerful draw card . and this package is growing all the time . we are continuously seeking to improve it by adding new software , upgrades , additional fresh addresses , etc . . . * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * this is a free offer , not uce or spam . if however , if this offer has disturbed you and you wish to be removed from this and future offers of this type , please : mailto : mmfbiz2 @ hotmail . com ? subject = remove	1
http://www.virustotall-360d.fetrikekke531.workers.dev	3
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https://www.naiz.eus	2
https://www.the-sage.org	2
https://www.polisci.upenn.edu	2
http://wkazisan.github.io/facebook-login-page/	3
http://www.baysidecanton.com	3
https://hlghu5ac9t.firebaseapp.com/	3
http://www.nerdtoysuk.info	3
ethink about it : 08 / 21 / 01 trips and tips - - enron ' s global travel program tracy ramsey , global strategic sourcing director , will be hosting an espeak session tuesday , august 21 at 10 a . m . houston time to answer all your questions about enron ' s travel program and how you can participate . can ' t make the live event ? no worries . go to espeak ( http : / / ethink . enron . com / espeak / exec / default . asp ) now and submit your question . tracy will try to answer it during her event and you can read the transcript later . you ' ve been using the new feature in the idea vault ! if you didn ' t already know , you can now make a suggestion for implementing or improving on an idea . go to the thinkbank now and share your opinion with other enron innovators .	0
https://www.newswest9.com	2
https://www.totalboat.com	2
https://www.nextinsight.net	2
https://www.apma.org	2
https://www.equinix.co.uk	2
https://www.sport-tiedje.de	2
http://www.luxuryindiancatering.co.uk	3
https://www.bbcstudios.com	2
https://bio.link/faturalulu?gclid=eaiaiqobchmi0ebzoy_6-wivac6rch2xpakueaayayaaeglnpvd_bwe	3
https://www.beyondthebeltway.com	2
https://www.sd-commission.org.uk	2
https://www.moniadriweddings.com	2
https://www.jusur.com	2
https://solicitarelprestamopersonal.sertel.com.do	3
http://www.aliyuncls.oss-me-east-1.aliyuncs.com	3

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Phishing Email Detection Dataset

A comprehensive dataset combining email messages and URLs for phishing detection.

Dataset Overview

Quick Facts

Task Type: Multi-class Classification
Languages: English
Total Samples: 200,000 entries
Size Split:
- Email samples: 22,644
- URL samples: 177,356
Label Distribution: Four classes (0, 1, 2, 3)
Format: Two columns - content and labels

Dataset Structure

Features

{
    'content': Value(dtype='string', description='The text content - either email body or URL'),
    'labels': ClassLabel(num_classes=4, names=[
        'legitimate_email',    # 0
        'phishing_email',       # 1
        'legitimate_url',     # 2
        'phishing_url'    # 3
    ], description='Multi-class label for content classification')
}

Downloads last month: 76

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Size of downloaded dataset files:

40.3 MB

Size of the auto-converted Parquet files:

40.3 MB

Number of rows:

200,000

Models trained or fine-tuned on cybersectony/PhishingEmailDetectionv2.0

cybersectony/phishing-email-detection-distilbert_v2.4.1

Text Classification • Updated 25 days ago • 1.18k • 2