--- dataset_info: - config_name: crossplatform_android_app_classification features: - name: anonymized_text dtype: string - name: label dtype: class_label: names: '0': appinventor.ai_reflectiveapps.rbxlook '1': bibleverses.bibleverse.bible.biblia.verse.devotion '2': br.com.escolhatecnologia.vozdonarrador '3': bubei.tingshu '4': club.fromfactory '5': cn.cntvnews '6': co.happybits.marcopolo '7': com.abtnprojects.ambatan '8': com.adpmobile.android '9': com.aikan '10': com.akosha.directtalk '11': com.alibaba.aliexpresshd '12': com.amazon.kindle '13': com.amazon.mshop.android.shopping '14': com.amazon.tahoe '15': com.application.zomato '16': com.appsilo.paheli '17': com.aranoah.healthkart.plus '18': com.audible.application '19': com.autonavi.minim '20': com.autopten.cheapcarsforsale '21': com.babycenter.pregnancytracker '22': com.baidu.baidum '23': com.baidu.homework '24': com.baidu.wenku '25': com.book2345.reader '26': com.bsbportal.musi '27': com.bt.bms '28': com.byjus.thelearning '29': com.carezone.caredroid.careapp.medications '30': com.carmax.carmax '31': com.carwale '32': com.changb '33': com.colorjoy.learn.to.draw.glow '34': com.colorjoy.learn.to.draw.glow.comics '35': com.contextlogic.wish '36': com.coomix.app.bus '37': com.culiu.qqpurchase '38': com.cuvora.carinfo '39': com.dccomics.comics '40': com.dewmobile.kuaiy '41': com.dianping.v1 '42': com.dominos '43': com.done.faasos '44': com.duomi.android '45': com.duowan.kiwi '46': com.duowan.mobile '47': com.ea.simcitymobile.tx '48': com.esbook.reader '49': com.espn.score_center '50': com.fenbi.android.solar '51': com.fitbit.fitbitmobile '52': com.fitness.center.seven.minute.workout '53': com.flipkart.android '54': com.foxsports.videogo '55': com.gaan '56': com.girnarsoft.cardekho '57': com.goodrx '58': com.google.android.apps.primer '59': com.google.android.apps.tachyon '60': com.google.samples.apps.cardboarddemo '61': com.handsgo.jiakao.android '62': com.hangoverstudios.vehicleinfo '63': com.happyelements.androidanimal.qq '64': com.happyelements.androidclover.www '65': com.healthifyme.basi '66': com.houzz '67': com.hunantv.imgo.activity '68': com.hzfb.racing8.tx '69': com.iconology.comics '70': com.ifeng.fhdt '71': com.ifeng.news2 '72': com.iflytek.inputmethod '73': com.immomo.momo '74': com.imo.android.imoim '75': com.indeed.android.jobsearch '76': com.india.foodpanda.android '77': com.iooly.android.lockscreen '78': com.itings.myradio '79': com.jabong.android '80': com.jardogs.fmhmobile '81': com.jb.go.musicplayer.mp3player '82': com.jifen.qukan '83': com.jiubang.fastestflashlight '84': com.jiubang.go.musi '85': com.kuaikan.comi '86': com.lanjingren.ivwen '87': com.lazyswipe '88': com.lenovo.anyshare.gps '89': com.letv.android.client '90': com.lumoslabs.lumosity '91': com.match.android.matchmobile '92': com.mfw.roadbook '93': com.moji.mjweather '94': com.msm.lhmsappolice '95': com.mt.mtxx.mtxx '96': com.narendramodi '97': com.naver.linewebtoon '98': com.netease.newsreader.activity '99': com.newsdog '100': com.okcupid.okcupid '101': com.olx.southasi '102': com.opera.mini.native '103': com.ophone.reader.ui '104': com.outfit7.mytalkinghank '105': com.outfit7.talkingtom '106': com.palabs.artboard '107': com.pandora.android '108': com.particlenews.newsbreak '109': com.paytmmall '110': com.pinterest '111': com.poker.clubs.wallpapers.cute.anime.girl '112': com.powertools.booster '113': com.practo.fabri '114': com.qidian.qdreader '115': com.qihoo.video '116': com.qiyi.video '117': com.qq.reader '118': com.qunar '119': com.qzone '120': com.reddit.frontpage '121': com.renren.mobile.android '122': com.sdu.didi.psnger '123': com.sephor '124': com.seven.fitness.workout '125': com.sharper.yog '126': com.shopclues '127': com.shopping.limeroad '128': com.shoujiduoduo.ringtone '129': com.shuqi.controller '130': com.sina.news '131': com.sina.weibo '132': com.smartkeyboard.emoji '133': com.snapdeal.main '134': com.sohu.sohuvideo '135': com.splitwise.splitwisemobile '136': com.spotify.musi '137': com.ss.android.article.master '138': com.ss.android.article.news '139': com.steam.photoeditor '140': com.szzc.ucar.pilot '141': com.tekoia.sure.activities '142': com.tencent.mobileqq '143': com.tencent.mtt '144': com.tencent.news '145': com.tencent.qqlive '146': com.tencent.qqmusi '147': com.tencent.radio '148': com.tencent.reading '149': com.tencent.tmgp.huluw '150': com.tencent.tmgp.yqqsk '151': com.thestore.main '152': com.tiexue.mobile.topnews '153': com.tieyou.train.ark '154': com.tilzmatictech.mobile.navigation.delhimetronavigator '155': com.timesgroup.magicbricks '156': com.toi.reader.activities '157': com.tongcheng.android '158': com.tool.power '159': com.trackview '160': com.trulia.android '161': com.tuniu.app.ui '162': com.ubercab.eats '163': com.uc.browser.en '164': com.ucmobile '165': com.ult '166': com.ushaqi.zhuishushenqi '167': com.voicemap.navigationtracker '168': com.winit.starnews.hin '169': com.wsugarmommasdating_4791482 '170': com.xiachufang '171': com.ximalaya.ting.android '172': com.xpro.camera.lite '173': com.xunlei.downloadprovider '174': com.ygkj.chelaile.standard '175': com.yoga.pro.google.paid '176': com.youdao.dict '177': com.youku.phone '178': com.zalebox.room.painting.ideas.s1 '179': com.zhejiangdaily '180': com.zhihu.android '181': com.zillow.android.zillowm '182': com.zoneyet.gag '183': com.zoosk.zoosk '184': ctrip.android.view '185': dating.app.chat.flirt.wgbcv '186': dev.gautam.bbkiwines '187': easypedeometer.herzberg.com.stepcounter '188': fakevideocall.chase.pawpatrol '189': fakevideocall.jojo.siwacall '190': fm.castbox.audiobook.radio.podcast '191': fm.qingting.qtradio '192': fm.xiami.main '193': hinkhoj.dictionary '194': im.yixin '195': in.aajtak.headlines '196': in.amazon.mshop.android.shopping '197': in.lucidify.remindme '198': me.ht.local.hot '199': naukriapp.appmodules.login '200': net.cybrook.trackview '201': net.zedge.android '202': org.khanacademy.android '203': pl.planmieszkania.android '204': sh.whisper '205': sina.mobile.tianqitong '206': tv.danmaku.bili '207': tv.peel '208': tv.telepathic.hooked splits: - name: train num_bytes: 16384030 num_examples: 6798 - name: validation num_bytes: 10115747 num_examples: 4196 - name: test num_bytes: 10265935 num_examples: 4296 download_size: 9613650 dataset_size: 36765712 - config_name: crossplatform_android_app_country_detection features: - name: anonymized_text dtype: string - name: label dtype: class_label: names: '0': china '1': india '2': us splits: - name: train num_bytes: 16550357 num_examples: 6854 - name: validation num_bytes: 10321769 num_examples: 4283 - name: test num_bytes: 10301489 num_examples: 4285 download_size: 10499913 dataset_size: 37173615 - config_name: crossplatform_ios_app_classification features: - name: anonymized_text dtype: string - name: label dtype: class_label: names: '0': 1mg '1': 58tongcheng '2': 8-ball-pool '3': accuweather-weather-for-life '4': aibajiaoyou '5': aiqiyi '6': am '7': amazon '8': amazon-prime-video '9': amazon-shopping-made-easy '10': app-locker-app-lock-hide-safe-with-fingerprint '11': autocar-india-mag '12': b612kaji '13': baicizhan '14': baidulvyou '15': baidutieb '16': bbc-news '17': bcci '18': beautyplus-selfie-camera-for-a-beautiful-image '19': bible '20': bitmoji '21': buzzfeed '22': byjus-the-learning- '23': camscanner '24': club-factory-fair-price '25': cnn-breaking-us-world-news '26': color-ballz '27': colorfy-coloring-book '28': cricbuzz-live-cricket-scores-news '29': dailyhunt-formerly-newshunt '30': dancing-line '31': dataoshajuedichiji '32': delhi-ncr-metro '33': dictionary '34': dictionary-com-dictionary-thesaurus '35': dominos-pizza-us '36': dream11-fantasy-sports-cricket-kabaddi-football '37': dubsmash '38': dune '39': duolingo-learn-spanish-french-and-more '40': ebay-buy-sell-save-money '41': epocrates-medical-references '42': espn-live-sports-scores '43': espncricinfo-cricket '44': filmfare-magazine '45': fire-rides '46': fitbit '47': fitness-for-weight-loss-personalized-workout-plan '48': flashlight '49': flipagram '50': followmyhealth '51': forbes-indi '52': fox-news-live-breaking-news '53': gmail-email-by-google '54': gmail-email-by-google-secure-fast-organised '55': goibibo '56': goodrx-save-on-prescriptions '57': google '58': google-chrome '59': google-docs '60': google-drive '61': google-drive-secure-online-file-storage '62': google-duo-simple-video-calling '63': google-maps-gps-navigation '64': google-maps-navigation-transport '65': google-photos '66': google-play-books '67': google-translate '68': gps-navigation-be-on-road '69': groupon '70': grubhub-food-delivery-takeout '71': happn-dating-app-find-and-meet-your-crush '72': hike-messenger '73': hindi-dictionary-english-hindi-translator '74': hotspotshield-vpn-wifi-proxy '75': hotstar '76': hungama-music-songs-radio-videos '77': india-today '78': indian-railway-irctc-pnr-status '79': jabong-online-shopping-for-fashion '80': jetpack-joyride '81': jianyujiayuan '82': jiezoudashi '83': kaixinxiaoxiaole '84': khan-academy-you-can-learn-anything '85': kindle-read-ebooks-magazines-textbooks '86': kuaishou '87': layout-from-instagram '88': leps-world-free-platformer-games '89': letgo-buy-sell-secondhand '90': like-magic-music-video-maker '91': live-wallpapers-and-themes-now '92': lose-it-calorie-counter '93': ludo-king '94': makemytrip-flights-hotels-buses '95': mcdonalds '96': medscape '97': meipian '98': meiyanxiangji '99': menghuanjiayuan '100': momomomo '101': musical-ly-your-video-social-network '102': mx-video-player-hd-video-player-for-iphone-ipad '103': my-airtel-recharge-pay-bill-payments-bank '104': my-talking-tom '105': mychart '106': myfitnesspal '107': myradar-weather-radar '108': narendra-modi '109': national-geographic-magazine '110': navmii-gps-india-offline-navigation '111': ndtv '112': netmeds-india-ki-pharmacy '113': newsroom-news-worth-sharing '114': nfl '115': nike-run-club '116': ola-cabs-book-a-taxi-with-one-touch '117': olx-buy-sell-near-you '118': opentable '119': oxford-english-dictionary-2017 '120': oyo-hotel-booking- '121': pandora-musi '122': paypal-send-receive-money '123': paytm-payments-wallet-recharges '124': peak-brain-training '125': people-magazine '126': perfect365 '127': pharmeasy-healthcare- '128': photable-photo-editor-collage-maker '129': photomath-camera-calculator '130': picsart-photo-studio-collage-maker-pic-editor '131': pinterest '132': pocket-pool '133': practo-your-home-for-health '134': puzzledom '135': qiuqiudazuozhanbob '136': qq '137': qqkongjian '138': renren '139': rolly-vortex '140': saavn-music-radio '141': sarahah '142': scanner-app-pdf-document-scan '143': scribd-reading-subscription '144': secret-apps-the-locker '145': secret-apps-the-secret-locker-for-photo-video '146': shareit-connect-transfer '147': shein-shopping-womens-clothing-fashion '148': sing-karaoke-by-smule '149': snake-vs-block '150': snapchat '151': sougoushuruf '152': soundcloud-music-audio '153': speedtest-by-ookl '154': spotify-musi '155': starbucks '156': subway-surfers '157': swiggy-food-order-delivery '158': tanchishedazuozhan '159': tbh '160': ted '161': tengxunshipin '162': text-free-texting-app-sms '163': the-new-york-times '164': the-times-of-indi '165': the-wall-street-journal '166': tiantianaixiaochu '167': tiantiankupao '168': tinder '169': trivia-crack '170': truecaller-spam-identification-block '171': tuunes-ringtones-music-text-tones-for-iphone '172': ubereats-food-delivery-fast '173': uc-browser-fast-browsing-powerful-ad-block '174': usa-today '175': vivavideo-video-editor-photo-movie-maker '176': voice-changer-creator-and-player '177': voot-tv-shows-movies-cartoons '178': walmart-shopping-and-saving '179': wangzherongyao '180': waze-navigation-live-traffi '181': weather-live-weather-forecast-temperature '182': weather-radar '183': weibo '184': wikipedi '185': wish-shopping-made-fun '186': wynk-music-hindi-and-english-songs '187': xender-file-transfer-sharing '188': yahoo-weather '189': yarn-chat-text-stories '190': yelp-discover-local-favorites '191': youku '192': youtube-watch-listen-stream '193': yy '194': zhihu '195': zillow-real-estate-rentals splits: - name: train num_bytes: 18618852 num_examples: 6495 - name: validation num_bytes: 6795746 num_examples: 2361 - name: test num_bytes: 7096549 num_examples: 2456 download_size: 8298044 dataset_size: 32511147 - config_name: crossplatform_ios_app_country_detection features: - name: anonymized_text dtype: string - name: label dtype: class_label: names: '0': china '1': india '2': us splits: - name: train num_bytes: 18782641 num_examples: 6531 - name: validation num_bytes: 7034963 num_examples: 2448 - name: test num_bytes: 7059750 num_examples: 2449 download_size: 8741051 dataset_size: 32877354 - config_name: dohbrw_query_generator_detection features: - name: anonymized_text dtype: string - name: label dtype: class_label: names: '0': Firefox '1': Chrome '2': dns2tcp '3': iodine '4': dnscat2 splits: - name: train num_bytes: 28066480 num_examples: 10909 - name: validation num_bytes: 21065649 num_examples: 8183 - name: test num_bytes: 21003557 num_examples: 8183 download_size: 18685183 dataset_size: 70135686 - config_name: iot_malicious_detection features: - name: anonymized_text dtype: string - name: label dtype: class_label: names: '0': benign '1': malicious splits: - name: train num_bytes: 18402353 num_examples: 9780 - name: validation num_bytes: 15491171 num_examples: 8150 - name: test num_bytes: 30987978 num_examples: 16301 download_size: 12737289 dataset_size: 64881502 - config_name: iot_method_detection features: - name: anonymized_text dtype: string - name: label dtype: class_label: names: '0': BruteForce '1': DDoS '2': DoS '3': Mirai '4': Recon '5': Spoofing '6': Web-based splits: - name: train num_bytes: 24773591 num_examples: 12605 - name: validation num_bytes: 24069784 num_examples: 12601 - name: test num_bytes: 23773400 num_examples: 12604 download_size: 12381199 dataset_size: 72616775 - config_name: tor_detection features: - name: anonymized_text dtype: string - name: label dtype: class_label: names: '0': nontor '1': tor splits: - name: train num_bytes: 16448778 num_examples: 9034 - name: validation num_bytes: 5637187 num_examples: 3010 - name: test num_bytes: 5590780 num_examples: 3011 download_size: 7360139 dataset_size: 27676745 - config_name: tor_service_detection features: - name: anonymized_text dtype: string - name: label dtype: class_label: names: '0': Browsing '1': Chat '2': Email '3': FileTransfer '4': P2P '5': Streaming '6': VoIP splits: - name: train num_bytes: 16506901 num_examples: 9033 - name: validation num_bytes: 6974957 num_examples: 3761 - name: test num_bytes: 6895193 num_examples: 3763 download_size: 7608294 dataset_size: 30377051 - config_name: vpn_application_classification features: - name: anonymized_text dtype: string - name: label dtype: class_label: names: '0': aim '1': email '2': facebook '3': ftps '4': gmail '5': hangout '6': icq '7': netflix '8': scp '9': sftp '10': skype '11': spotify '12': torrent '13': vimeo '14': voipbuster '15': youtube splits: - name: train num_bytes: 20131859 num_examples: 13859 - name: validation num_bytes: 2498806 num_examples: 1725 - name: test num_bytes: 2579447 num_examples: 1732 download_size: 5559143 dataset_size: 25210112 - config_name: vpn_detection features: - name: anonymized_text dtype: string - name: label dtype: class_label: names: '0': nonvpn '1': vpn splits: - name: train num_bytes: 5986276 num_examples: 4155 - name: validation num_bytes: 2003740 num_examples: 1385 - name: test num_bytes: 2037970 num_examples: 1385 download_size: 2383255 dataset_size: 10027986 - config_name: vpn_service_classification features: - name: anonymized_text dtype: string - name: label dtype: class_label: names: '0': chat '1': email '2': filetransfer '3': p2p '4': streaming '5': voip splits: - name: train num_bytes: 20296328 num_examples: 13855 - name: validation num_bytes: 2506213 num_examples: 1728 - name: test num_bytes: 2407571 num_examples: 1733 download_size: 5729340 dataset_size: 25210112 configs: - config_name: crossplatform_android_app_classification data_files: - split: train path: crossplatform_android_app_classification/train-* - split: validation path: crossplatform_android_app_classification/validation-* - split: test path: crossplatform_android_app_classification/test-* - config_name: crossplatform_android_app_country_detection data_files: - split: train path: crossplatform_android_app_country_detection/train-* - split: validation path: crossplatform_android_app_country_detection/validation-* - split: test path: crossplatform_android_app_country_detection/test-* - config_name: crossplatform_ios_app_classification data_files: - split: train path: crossplatform_ios_app_classification/train-* - split: validation path: crossplatform_ios_app_classification/validation-* - split: test path: crossplatform_ios_app_classification/test-* - config_name: crossplatform_ios_app_country_detection data_files: - split: train path: crossplatform_ios_app_country_detection/train-* - split: validation path: crossplatform_ios_app_country_detection/validation-* - split: test path: crossplatform_ios_app_country_detection/test-* - config_name: dohbrw_query_generator_detection data_files: - split: train path: dohbrw_query_generator_detection/train-* - split: validation path: dohbrw_query_generator_detection/validation-* - split: test path: dohbrw_query_generator_detection/test-* - config_name: iot_malicious_detection data_files: - split: train path: iot_malicious_detection/train-* - split: validation path: iot_malicious_detection/validation-* - split: test path: iot_malicious_detection/test-* - config_name: iot_method_detection data_files: - split: train path: iot_method_detection/train-* - split: validation path: iot_method_detection/validation-* - split: test path: iot_method_detection/test-* - config_name: tor_detection data_files: - split: train path: tor_detection/train-* - split: validation path: tor_detection/validation-* - split: test path: tor_detection/test-* - config_name: tor_service_detection data_files: - split: train path: tor_service_detection/train-* - split: validation path: tor_service_detection/validation-* - split: test path: tor_service_detection/test-* - config_name: vpn_application_classification data_files: - split: train path: vpn_application_classification/train-* - split: validation path: vpn_application_classification/validation-* - split: test path: vpn_application_classification/test-* - config_name: vpn_detection data_files: - split: train path: vpn_detection/train-* - split: validation path: vpn_detection/validation-* - split: test path: vpn_detection/test-* - config_name: vpn_service_classification data_files: - split: train path: vpn_service_classification/train-* - split: validation path: vpn_service_classification/validation-* - split: test path: vpn_service_classification/test-* ---