The 2019 USENIX Security Symposium includes our study on the use of side and covert channels by apps in order to circumvent the permission system. In addition to our paper, we are writing a series of blog posts to explain our main findings. In this post, the first in the series, we provide the names, versions, and MD5 hashes of the affected apps (Android APKs).

Baidu

As we noted in a previous post, every phone has an IMEI, which is a hardware-based identifier that can be used for long-term tracking of users across apps and services (even if the user opts out of tracking in the phone’s privacy settings or resets the advertising ID). As a result, access to this identifier is protected by the READ_PHONE_STATE permission. We observed that apps with the Baidu SDK use the shared filesystem (the “SD card,” in Android parlance) to save the IMEI of the phone, when those apps have been granted the READ_PHONE_STATE permission. They do this so that other apps, also containing the Baidu SDK, but without the READ_PHONE_STATE permission, can access the IMEI outside of the permission system. The following apps were seen sending the IMEI when we tested them, despite not holding the READ_PHONE_STATE permission:

Package NameVersionMD5 hash
com.ape.weather3713425fe97c7fbd812e3ed6e9bcdc54b6501b1
com.asiabasehk.cgg.share.free95cb534f94fec9256e10482edc3eca2ce
com.disney.hongkongdisneyland_goo4102b4ea6aa9ef686738e44e86ef0f4ee097
com.disney.hongkongdisneyland_goo56d7da2c5d74ed1fffd31e541c07347c3
com.kapp.ifont138db54edd17cb74ac2b1ea60b28358be73
com.kapp.ifont143967b74f4b86f64fcb12dc1b6f7d976c1
com.p1.mobile.putong1817dc8d9d52b85f3a27f22e6701d048865
com.p1.mobile.putong184fd440a881e88175eba562a01cd7d16f4
com.p1.mobile.putong18671e12bf05c2efe0f8f8d341114813bc6
com.p1.mobile.putong20793de530aeccc0ae31a27e99a0ab177b0
com.p1.mobile.putong220ba2b57171df238e853cae446ebac7220
com.p1.mobile.putong22177dae19eb6588b0f9c7442cc05bbaa5f
com.p1.mobile.putong230e59a7c861a065892355fa62b845b9f32
com.p1.mobile.putong2410e9e258d6f7a640f13dd0f65b585fc9a
com.p1.mobile.putong2511d96c8fa982cad1a020cf96dfcef3742
com.p1.mobile.putong258d76d1b8c3e27c81f73b47387853004a4
photo.editor.polarr1605490257033a0b3b750d4e1b52d823764ff2e3

Salmonads

Similar to the technique used above, Salmonads also uses the SD card to save the IMEI of the phone, which circumvents the permission required to access it. The following apps were seen sending the IMEI when we tested them, despite not holding the READ_PHONE_STATE permission:

Package NameVersionMD5 hash
com.fotoable.faceswap.c403 48 557ec26cba7a30863b06921bfff95348
com.fotoable.faceswap.c403 50 4d67bb04e1aacf2cb41092185615108c
com.fotoable.faceswap.c403 55 152a06be2325145e9b3047df55091f14
com.fotoable.faceswap.c403 56 e3e546b1957b19b6a188be116f53d905
com.fotoable.faceswap.c403 58 6d74083add83b6313e83bcc2ae5785d9
com.fotoable.fotobeauty 177 481db944e552f9294f000b8826983e09
com.fotoable.fotobeauty 178 31d3794a23fb2e0e5063770d5efb4f6c
com.fotoable.selfieplus 71 e7af47f534e0851aa094c90dcd03b863
com.fotoable.selfieplus 72 8d2f258a939cd413f6070e9a2af1e530
com.wonder.pool.eightball 48 dc3de3338a7d4f872005cccbfa1c504e
com.words.game.wordcandy 42 098a2f06d3cf02153f6b995b47ce3073

Shutterfly

EXIF is a standard for embedding metadata in digital photos, which can include information about the camera, but also location information. The Shutterfly app sends the EXIF data for all the photos it finds on your SD card. This can include precise geolocation information (e.g., GPS coordinates) and Shutterfly has code that processes location data directly and stores it in its own format. The app does not hold the location permission, despite transmitting users’ location trails to its servers (its privacy policy says that this data may be used for targeted advertising).

Package NameVersionMD5 hash
com.shutterfly 22307 707cf81851bf48e9e21bde0da34482f7
com.shutterfly 23254 523d6cd09d03308e7516e840e4e9eb0c
com.shutterfly 23600 86c1ab25680d963cebbde4f27a2a994d
com.shutterfly 24146 4e1c1f403a34f3bfaaebcd19c4b4ae57
com.shutterfly 24470 ed1473d67ed36009d83e9b1f44ff225a
com.shutterfly 24673 e178d0c3428791dd6eed02710f41a118
com.shutterfly 25499 c48796150148fef70ed43f758609694c

OpenX

OpenX is an advertising company that we found collecting the MAC address of the WiFi router (known as the “BSSID”) to which the phone was connected, which can be used as a surrogate for location. The OpenX SDK was able to do this without any permissions by reading the ARP cache on the device (when accessed through the Android API, this data is protected by the ACCESS_WIFI_STATE permission), which is available in the proc filesystem. The following apps were observed sending the router information without holding the ACCESS_WIFI_STATE permission:

Package NameVersionMD5 hash
com.digitalchemy.calculator.freedecimal 5510 2773b4c584b9663558aab7c175f661e9
com.digitalchemy.calculator.freedecimal 5620 747464fb190d0913ed38760c50e6ca99
com.digitalchemy.calculator.freedecimal 5660 08e910230670e0523ae4d2e78a2f7aad
com.digitalchemy.calculator.freedecimal 5710 e99d91fdcd965de051305cfb443237a6
com.mobilityware.PyramidFree 2318 f5c829c56e111a4a0d5e5b691f888049

Unity

Unity is a company that provides a game engine, an ad network for monetization, and other developer tools. We found that 710 apps accessed the phone’s hardware MAC address through IOCTLs and sent the hashes to stats.unity3d.com. The WiFi MAC address is a robust persistent identifier because it cannot be changed without extraordinary effort. On Android, as of version 6, no app should be able to access the phone MAC address under any circumstance; prior versions allowed it with the ACCESS_NETWORK_STATE permission. Because we tested these apps on Marshmallow (i.e., version 6), all of the times that Unity accessed the MAC address was due to exploitation of this side channel.

Package NameVersionMD5 hash
air.bftv.larryABCs 1000025 54b2a7a0b1d820643538be935e97e965
app.simcoachgames.darwinsilite 1 00cc2c86aefd835841dfe41096fe8156
apppossible.bouncypizza 3 e49ce88f0a3c8bd5ea8241f7cabf713b
apps.flare.snakedual 2 8f2c3f6e2811260505516ac74c59081f
apps.flare.universeescaper 6 7b6078ef6205ca53e95307e5cb919a82
appspossible.MonsterRush 4 fae68df91c40bb2dc3bea3346ae1cb91
appspossible.TinyBirdWings 3 155042d1b2890542330bda527ff2a22f
appspossible.WorldWar3Escape 5 796e432fc43899c2af8f230f537a5383
appspossible.deerhunt 4 3e75afcd9cbaca45c62f864f7d200c3f
appspossible.flapfloppybird 2 e7928608e78689f83605cddc70bebcf3
appspossible.grannyescape 3 3d9d57f6651b5e442435f08c9be87e3d
appspossible.realcarlane 2 273e2f35a7fca6ac50fef4a43a52e2ed
ar.com.mobext.renaultvr 2 41defb604704bf1cccfda76419d0b7e7
ar.com.nann.onematch 5 764fca5d2ae7953d09699c3700149b51
arcade.panda.toy.bear.pop.claw.drop 1 cf1a5cc490253a6245c0ca4451bb8e97
asobifront.mld.block 1 4faa718de2ff1059cdaeefcbb3c26230
astrobirdcom.BlackFogStudios.AstroBird 1 a35570fd38796789717df7824ba06aef
at.citrusmedia.blooby 6 a3636993453341e3cf85cbc5a2d16a91
at.citrusmedia.glowhockey 1 c398b6117cadb7f4a7a7c2b10118fb3f
at.citrusmedia.kickboardgame 2 ae3893eb660ac5b09501554a2cdb4334
at.fhjoanneum.ima.dmt.visitenkarte 1 99f2f2b778c4cc78c9dcf7edf2bd95b4
at.fhooe.mcm019.mog 2 e71c51afd890ca97538824121fff5df2
at.modalog.colors 201 9f96ffa66fd47d5de509d11306a7081e
at.pfe.mathefreak 4 655af0a7566cf1c78ce677b909df23ee
atelierKebin.ptw 3 fe0cdf2ee0ad5bc65a52b2a74d6a189d
atheistquotes.japnus 1 05d508e2c6dff0c425f5c52e69cdd1d1
au.com.Torus.DodgeFree 3 996b9a01f16e1fc92fb8890e9facf0a2
au.com.joelmalone.fetchey 5 d636ca1a6f13fc5042bbb423186150fd
au.com.meijercreative.deadend 151 bce1063f19df333a346784fed8073aa8
au.com.oddgames.monstertruckdestruction 225 cfe65005d448c55e5be5f7beea18ab3b
au.com.oddgames.monstertruckdestruction 253 f87d86a91e990654738e3a62098c32e5
au.com.oddgames.monstertruckdestruction 268 441472d524c58a0e0f08238f20ec3358
au.com.oddgames.monstertruckdestruction 457 20599a32ab8b99a8c70cc2c9b80763ff
au.com.tyrannosoft.dodgyblocks 4 416d7354e92dead46a4cfba7b96ab3d6
au.gov.dfat.nextdoorland 4 405093de4f8ff6d70e3951f46cdfd3f2
au.net.abc.gallipoli 3 a52307204af7cd767de73fb2618006f4
australianmuseum.tyrannosaurs 7 1e4af7b50af94bce6da223fd56039f59
awesome.cubitron.com 2 a846b6e0c3e2d93d5b0bf947f81042fc
b.games 6 6c6b939e42a63eb61fb8387e918e9db9
badams.android.cookiecatch 1 463e95390a415a764555cfae450d37ef
ballbounce.dashgamestudios.com 3 fb21452a2759614f0953306b1b760e75
ballvanquisher2.be.blackdragon 1 f9262f235947886c7d0ba1ac824de6fb
bamboo.timberman.plants 11 b08a94d048ae23c07aa6ddff570dca56
basket.ball.game 1 268cfdfefb9e7b82024d766caaa4003b
basketball.shoot 4 9938a31f6656bcab337f9db9fff7ae83
be.bpost.bpostar 2 93d0b0ce3eb9fafb615cced3f39ef5bd
be.linxtek.games.floppy 5 c2eb338fb2b5e3dde1e348245cf8c7ed
be.linxtek.games.match3.seasons.halloween3d 1 71924e0abfd22c2405889b2c2bacc964
be.linxtek.games.matchyuck 1 a1d8132aa50a379f0334720e5bca8a3e
be.niko.switch 10 ec08f54e0b61436712a8a1be65144c2e
be.underside.ARWatch 2 c6d276cadc89d987b7cb9e89ae4b84aa
be.underside.newyear2014 1 901ad65fc3b0ff6e390afcb8f8350abb
beauty.alfa.beauty 2 a3dded39ebf0b8bfe86af10035de3231
bestappkey.amazingkids 7 a1d8d2b8ccb79f056b55d2f38bfa6f3a
bg.apps.lovetester 1 ffdd0d1874ea77f9c16e8f3304a9ee70
billiard.snooker.poolgame.ultimate.pro 44 2089385a25b3a9b7d5d1fa2470c6d0fa
billiard.snooker.poolgame.ultimate.pro 45 29484362750f19766bf917cd7a9c1d72
billiard.snooker.poolgame.ultimate.pro 46 badac310510dbd9b387f0c1beb742e70
billiard.snooker.poolgame.ultimate.pro 48 974e27b783f6faecc7eaf249c3c64218
billiard.snooker.poolgame.ultimate.pro 49 6d19367052d03629fbceaaa667e81146
billiards.artistic.poolgame 5 c995ac4ea78f84576810728530cb002b
billiards.threecushion.poolgame 13 0e90b919d15267c5c50dd5ded165c639
billiards.threecushion.poolgame 14 99915c09862b81d20d2de40a9e11558d
billiards.threecushion.poolgame 17 b1b62db5609653432232cdd4ef57feab
billiards3D.ballgame.pool 12 4e5cb8678daeeed32adcc19690582e1d
biz.astron.ecobuild 3 be74dc857b0dad57a39226ac1b75899e
biz.buelter.viewr 111 ddd524d74f7de56a6ae23981e82d2a69
bl.pandarunFree 2 8167498d4554e605f68db0f2dd5fc42f
bo.gob.impuestos.culturatributaria.ra 2 ce76e6d59a50dbeecf83591c67e76ac7
boris2.com 2 f753b3613a163b3cacee97f5ca0e0291
bowling.ultimate.prolite 3 2b7c3803d9762a77e400edcc1eb60593
br.com.andlline.puzzlife 6 9238f14865ea53b864892a5a529c9e44
bravepengu.vnmacstudio.com 3 dbe3cc1494300144613462aa4801bfa2
ca.aurorasolutions.games.free.kiteextreme 15 58bb1c7a20a9bcba4be4d75b55aa48b8
christmas.topfreetoddler.live3dfireworkscelebrations 1 9346a47b70b6ea17d6e8205e01e5a142
com.ASBO.Shred 67 d9d840b2e5ba8fd44729b58114836bc9
com.ASSuperiorGames.extreme.death.carparking.free 2 8da9c290dcadf5855c3466ef4c67dd21
com.AST.RemoteControl 1 b175295ff385d93d781eff32f0d67083
com.ASgames.Ashwani 6 2fc2104d553d12cf92c7e1a82eed08aa
com.ASt.LuxuryHouse 1 a5f7caac75a342d14aa174e9f11fa017
com.ATACGames.ClumsyJetpack 6 16435e494b121f14707720d0e3414c08
com.ATLStudio.StreetGunner 14 b7f1dfbd85951a1a8dac5a633aab0e68
com.ATLstudio.TinShotHalloween 5 f94283b9d115bdd28b67af97c21d7266
com.ATLstudio.targetsmasher 3 d1f9afce9e07ed8a3056c4bc98160e03
com.ATY123.worldflight 8 3ceacb6cb71e4fbfdbbb74c9ccd98ef5
com.AVD.RB 28 72e1d02e0a81742d8db0bdebaafde6ba
com.AVMGAMEZ.FLIGHTWARS 1 ba69bdb6eb42bc44284fa5cfb5ef65b3
com.Alper.GravityProject 8 ce8b068c33f6c9729d4d7121355aed1c
com.Alper.Manuganu 12 4d3ef1b44b2d712f51b544b1bd5f5660
com.AndyBenson.AstroBlast 10 0dc1c60d49a9d5ab14cb552eee132cb7
com.AruaGames.JetRaze 1 cc9a950fa8c103be1a9d12581f827453
com.ArzamaskinVE.BewareOfRed 1 aa5a20cdc2979423aa009ac0b7025cda
com.AsArt.Gongcifacai 4 cf1a47c1e050e4b55c70a8a382c7c3b1
com.AsArt.candyfrvalhet 5 ea51dccc94ae11cbf2c50b3cdccdea23
com.AsArt.candyfrvalhet 6 74ef9979c9b54fc8974b35b17129da10
com.AsArtMedia.shootswan 4 0425d456977cb98e965d59be59639740
com.AsArtmedia.Fruitsfrshgrn 3 e97574ee6b40079c1191f77c49916dc5
com.AsArtmedia.Fruitsfrshgrn 4 39359fb7de56568083300dab1723834c
com.AsArtmedia.Fruitsfrshgrn 5 2b47deed2d9b375c3ed9105feec72e7d
com.AsArtmedia.blossmprdsrp 1 9718f8952efca2cb6680a46fa19353e3
com.AsArtmedia.gumfrtmct3 2 dace30efe564831fb9a4875f8458f7df
com.AsArtmedia.linkdrgnbl 3 56268c7381f098d9ce2805e3f52229bd
com.AsArtmedia.ymygmycdyfrzy 2 d4504d86fdc55a954dd7076c74fc336f
com.AssemblyLine.TapTheBeat 104 c00e849275798b2f48d327f1986e1c8c
com.AssemblyLine.TheFartyBirdFree 103 dd7f47e34e69bdc1039e59586fcb41aa
com.Asterisk.OkeyDucky 1 224773e20c592ffed9e87b0e13e0bdfb
com.AsteroGames.DeadCrisis 7 1641af13343290b0af610ff08245af64
com.Ateam.zzzsheep 3 34cee8ae9b7c68937afbf9475eb7a5e2
com.AtheneEntertainment.Deflexure 3 2a0d0810126c1aeb328b346de5637d8e
com.AtlantaAR.BIPOLAR 1 75c15cb9a643a5fc16b17a6ed2331b87
com.Atlantis.Adventure 12 33cf9b56b98877326673fc485a8db746
com.AtomicDuck.AlDubChasingDestiny 3 3cc75f9a832ba38a85bdeadcb52dac06
com.Atomized.WorldCupRunner 3 36576d532c1d73c41174d0e433c52b11
com.AuburnSoftware.ASW20SecondNumbers 10 2e45957c069f58d80b06474939fef798
com.AuburnSoftware.PuzzleDropFlowerSet 8 5acc69a5f1abc7c8af7a50a7bf7c49bf
com.AuburnSoftware.PuzzleDropMountainSet 18 d9fb6baa4bb345e574e346cad043030f
com.Audace.pictanovoHas 1 d5e7d3bfe9c68327cf9538e285de0eed
com.Augeo.FootballChess 1 1d627a6e4234579e1feac1f31bac5451
com.AugustoPolonio.RF 2 e56ab58f8a4337c095523526c75a3d3b
com.AurumArgentum.PutinPong 2 a4a4227166474704c44e4ca26e25af0f
com.AutoARC.TimDahleNissanMurray 4 839bf7ac1ab5bbce084876e0a9d2d790
com.Avalon.amazingrun 109 17909a63e2e57eda39aac173f28c1d6a
com.AvertStudios.RadialChampions 6 cc790021dfba6888bcfe3134f4a4d4b0
com.AvertStudios.berrybuddies 2 875a112d331e16ec1f64c8af1235f323
com.AvertStudios.billysgoat 2 22fa38abf0e3992c2d558b87028eba9d
com.AvertStudios.cometorbit 1 56ab9b1f565bca55f7fa58ca3adbd95b
com.AvertStudios.metalmania 1 68b9b982ca79796b6d2003d23a45e01a
com.AvertStudios.squaredrop 2 05d93d1301d8b1b38b803d4ff3478575
com.AvivOren.FlightAdventure 8 8347cb23a8705e1c159984dfcf308494
com.AvvaStyle.FootballMaze 9 755aca8f1cd44f17d632a2338e3a66a5
com.AwesomeApps.Alex 5 08424154a4b5ef7eed42db356641bfb0
com.AwesomeGraphics 2 46a194d1d65a2ae5c37b80e58310ef3e
com.AwesomeLab.taptiles 1 ad63e531ae0d6865940af6f0c9a84cf7
com.Awesonio.TeamLogo 13 f199015d618bfecb27c3d010908eb554
com.AxiologicGames.JetTap 5 4b77306d439866ba132b2000ea940167
com.AyesStudios.MadRabbitRun 1 6161f4d8290280dd29a36950b7756c05
com.AyesStudios.RunningPrisoner 1 4b033be05b638850b64cb2c165b1a1f2
com.BestFreeGames.AirplaneFly3DFlightPlane 7 7e68e3f4b22d260814e9954f66710a3a
com.BubbleTeam.FruitBurst 14 73470b7f841fdd09697fa8472acb449a
com.BubbleTeam.JewelsCrush 17 0a79aff8708804ac1891e7a29524e35e
com.CactusGames.ClashOfCrime 26 971f7f53bc0402e88334b9ef5b7102b0
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com.CorvusVR.TuscanyHD 10 abb9592303376885be8e660a8e30f582
com.CrazyRunGame1.Templeqqq 16 5bd005de6996512aafdf65c820924820
com.Creativeworld.QuadcopterFX 52 f7e5d48e720ca960a792f89f8df091f0
com.DPGames.thafree 2 a3d16a8fee46664988a62beda93d0ab1
com.Dimension14.finalwarsliteeng 5 47e423d481c67adebebe15585ad00b26
com.DriftX.BunboGames 7 73330a55805c92b853a23a0a278b46f0
com.DynamicGames.SpeedwayMasters2Demo 127 57573ceec64fb655f44ec9d5c0b66eec
com.Etira.JustDrift 22 32a8538c626cbfcc0399d746b5374fc3
com.Euag.SouzaSim 19 6ef6d6424d5410f01b13e4f79557f72f
com.FOG.AirAmbulanceSimulator 1 00e33ad8c84692fe97df91cdce3f9c61
com.FOG.StuntBike 5 808f38aa087bd954bfa2918097a7de65
com.Final.CommandoRescueterra4e 11 456b819ebdae7da7695fa80ababd307c
com.FreeOnlineGames.StreetRacing3D2 3 3601ac916d171918acdf389386497525
com.FreeOnlineGames.StuntBikeSimulator 106 0f530b3a89cf43c18135e214e895bf70
com.FreeOnlineGames.StuntCarDrivingSimulator 107 3fbd5e4c36db1d87b65fa74c46ad9ca0
com.FreeOnlineGames.TrialBikExtreme 14 8ef4c8db74a1bc7feee52b3d8b97f45d
com.IMStudio.PocketRallyLite 37 7f83c43da64e8c0290ec81e9abb17073
com.IMStudio.PocketRallyLite 38 c365b94bcf90f39250192d1f48ecd7e6
com.IMStudio.PocketRallyLite 40 aac9e7a379d7db5fdb302fee78b897cb
com.JanRaacke.CatSimulator3D 3 0a9c6275cfafc630191052640897bca0
com.JanRaacke.SpaceWalk 5 b8c4fc55311d2f577fd913388fd01740
com.KB_Production.questpuzzle 46 517a544cb6f1b433d7197d7da921b332
com.KerpenStudios.fps.shooter 17 8bc6308d878976fe8967cd7a6b0734df
com.KnowledgeAdventure.PSMadSlideFree 9 a60d5bad7f4a4c7fe5074771c562fdb8
com.Manse.PropHunt 46 68c55e9b223cb0bc708f1de63b582232
com.MantisGames.FormulaUnlimitedRacing 50 4a1e1269ee065dc84daef32ec1ea6db7
com.MatthewBurton.NITM2 29 7bfb9d6cfc195429564600622aad5435
com.Monthly23.InfiniteSlice 14 18bf015c70e6202cae4d7cce14f50c85
com.Monthly23.SwipeBrickBreaker 14 0b0e82e427e78809525e628a53c6f441
com.MustafaArslan.Motocross3D 6 805bd5ddf59eeb10a8de825c0808f3ac
com.NRG.PathToLuma 975 0cf861df38bdaf13737836be9ad3bedb
com.NoYetisAllowed.PocketShrek 37 7fecf86053ec4285066ecb3a9292dbb7
com.Nomoc.RealRetroGames 17 514e527992908f7e2ff238e4eb169c9c
com.Nomoc.RealRetroGames 20 6be9596617341fdd4e14342ca9961edd
com.OppanaGames.AudiSim 3 b8c820166d298117463a0b5fd85f3176
com.OppanaGames.CruiserSim 7 70fbf6b6d52386d897fbc4e46853e312
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Baidu and Salmonads Saving IMEI on the Filesystem Why do you even need the IMEI?