scenario_id int64 0 449 | time_step int64 0 32 | attack_type stringclasses 3
values | environment stringclasses 18
values | description stringclasses 450
values | cn0_mean float64 9.58 52.1 | cn0_std float64 1.03 12.5 | cn0_min float64 8 48.3 | cn0_max float64 12.9 55 | agc_db float64 -100.87 -29.85 | num_satellites int64 4 12 | elevation_mean float64 17 80.1 | cn0_elev_corr float64 -0.9 1 | position_jump float64 0 15.7 | bearing_confidence float64 0 1 | cn0_gps float64 9.07 55 ⌀ | cn0_galileo float64 8 55 ⌀ | cn0_glonass float64 8 55 ⌀ | cn0_beidou float64 8 55 ⌀ | const_cn0_spread float64 0.01 36.4 | est_source_azimuth float64 0.01 360 | est_source_elevation float64 5.01 85 | true_attack_azimuth float64 0 355 ⌀ | true_attack_elevation float64 0 75 ⌀ | attacked_constellations stringclasses 4
values | severity stringclasses 3
values |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
427 | 9 | Spoofing | near_airport | An unauthorized device in close proximity to an airport's GPS system sends fake navigation signals, confusing aircraft positioning. | 39.997854 | 5.639793 | 31.692676 | 47.687399 | -74.68237 | 9 | 37.851544 | 0.864033 | 10.720949 | 1 | 42.252059 | 31.692676 | 40.116241 | 36.795232 | 10.559383 | 100.236181 | 23.892858 | 79 | 5 | BeiDou,GPS,Galileo | medium |
427 | 10 | Spoofing | near_airport | An unauthorized device in close proximity to an airport's GPS system sends fake navigation signals, confusing aircraft positioning. | 38.558999 | 5.571569 | 31.749834 | 47.816139 | -78.54166 | 8 | 42.314071 | 0.979979 | 6.52263 | 0.672456 | 38.009916 | 44.381222 | 33.193644 | 34.476238 | 11.187578 | 247.84977 | 77.045437 | 79 | 5 | BeiDou,GPS,Galileo | medium |
427 | 11 | Spoofing | near_airport | An unauthorized device in close proximity to an airport's GPS system sends fake navigation signals, confusing aircraft positioning. | 41.759886 | 4.359648 | 35.267678 | 46.123421 | -73.384489 | 9 | 53.673596 | 0.888699 | 3.445893 | 0.922921 | 38.70557 | 45.851187 | 38.721856 | 45.288088 | 7.145617 | 192.224187 | 57.392389 | 79 | 5 | BeiDou,GPS,Galileo | medium |
427 | 12 | Spoofing | near_airport | An unauthorized device in close proximity to an airport's GPS system sends fake navigation signals, confusing aircraft positioning. | 36.506644 | 7.255198 | 27.348193 | 49.905349 | -77.000518 | 8 | 35.578537 | 0.963602 | 3.383983 | 1 | 42.970233 | 33.143356 | 28.539207 | 41.905932 | 14.431026 | 282.032184 | 24.761928 | 79 | 5 | BeiDou,GPS,Galileo | medium |
427 | 13 | Spoofing | near_airport | An unauthorized device in close proximity to an airport's GPS system sends fake navigation signals, confusing aircraft positioning. | 37.364706 | 4.46511 | 31.880174 | 44.490395 | -75.900706 | 8 | 32.984693 | 0.955729 | 2.661813 | 1 | 39.154922 | 38.422893 | 32.38406 | 39.862964 | 7.478905 | 66.688307 | 60.873116 | 79 | 5 | BeiDou,GPS,Galileo | medium |
427 | 14 | Spoofing | near_airport | An unauthorized device in close proximity to an airport's GPS system sends fake navigation signals, confusing aircraft positioning. | 40.643294 | 5.326898 | 32.159035 | 50.721099 | -73.351433 | 9 | 52.395918 | 0.942222 | 9.174081 | 0.554307 | 50.721099 | 42.430353 | 36.223239 | 40.512707 | 14.497859 | 106.396971 | 83.536168 | 79 | 5 | BeiDou,GPS,Galileo | medium |
427 | 15 | Spoofing | near_airport | An unauthorized device in close proximity to an airport's GPS system sends fake navigation signals, confusing aircraft positioning. | 39.712717 | 4.349991 | 30.893562 | 48.42022 | -77.269463 | 12 | 38.685619 | 0.672819 | 7.407076 | 0.193277 | 39.72373 | 36.66495 | null | 40.455386 | 3.790436 | 3.879517 | 10.608727 | 79 | 5 | BeiDou,GPS,Galileo | medium |
427 | 16 | Spoofing | near_airport | An unauthorized device in close proximity to an airport's GPS system sends fake navigation signals, confusing aircraft positioning. | 35.548268 | 4.533914 | 29.399436 | 43.007608 | -70.724835 | 8 | 31.453845 | 0.675259 | 3.678489 | 1 | 29.399436 | 37.022288 | 37.734984 | 30.714896 | 8.335548 | 318.32484 | 27.87209 | 79 | 5 | BeiDou,GPS,Galileo | medium |
427 | 17 | Spoofing | near_airport | An unauthorized device in close proximity to an airport's GPS system sends fake navigation signals, confusing aircraft positioning. | 39.844279 | 5.135088 | 34.261488 | 49.516706 | -74.807952 | 8 | 51.16389 | 0.832726 | 1.923022 | 0.025497 | 35.427168 | 43.034542 | 37.880866 | null | 7.607374 | 348.133378 | 44.766761 | 79 | 5 | BeiDou,GPS,Galileo | medium |
427 | 18 | Spoofing | near_airport | An unauthorized device in close proximity to an airport's GPS system sends fake navigation signals, confusing aircraft positioning. | 37.40083 | 4.84493 | 30.350414 | 45.922425 | -78.287664 | 10 | 41.266079 | 0.938375 | 9.475049 | 0.582201 | 36.077652 | 38.833482 | 38.670667 | 38.722613 | 2.75583 | 158.496957 | 11.569172 | 79 | 5 | BeiDou,GPS,Galileo | medium |
427 | 19 | Spoofing | near_airport | An unauthorized device in close proximity to an airport's GPS system sends fake navigation signals, confusing aircraft positioning. | 39.495196 | 5.636267 | 29.896772 | 49.619111 | -72.899204 | 11 | 39.86695 | 0.906249 | 3.332825 | 1 | 35.928825 | 42.767841 | 32.799791 | 46.849857 | 14.050066 | 189.859285 | 35.961808 | 79 | 5 | BeiDou,GPS,Galileo | medium |
427 | 20 | Spoofing | near_airport | An unauthorized device in close proximity to an airport's GPS system sends fake navigation signals, confusing aircraft positioning. | 40.692149 | 3.269591 | 34.617711 | 46.459248 | -72.405625 | 9 | 49.26011 | 0.670446 | 8.035499 | 0.799134 | 41.452449 | 41.16449 | 39.363523 | null | 2.088926 | 21.869042 | 22.806614 | 79 | 5 | BeiDou,GPS,Galileo | medium |
427 | 21 | Spoofing | near_airport | An unauthorized device in close proximity to an airport's GPS system sends fake navigation signals, confusing aircraft positioning. | 39.399727 | 6.330301 | 28.473586 | 47.115383 | -72.018763 | 8 | 42.745297 | 0.919971 | 3.471765 | 1 | 42.020286 | 28.473586 | 34.692551 | 41.93025 | 13.5467 | 80.023215 | 35.31195 | 79 | 5 | BeiDou,GPS,Galileo | medium |
427 | 22 | Spoofing | near_airport | An unauthorized device in close proximity to an airport's GPS system sends fake navigation signals, confusing aircraft positioning. | 38.572101 | 5.380265 | 31.42024 | 47.282071 | -75.036814 | 10 | 37.205737 | 0.836811 | 8.238128 | 0.964228 | 38.458864 | 44.933736 | 35.58491 | 38.66157 | 9.348826 | 85.743732 | 31.448716 | 79 | 5 | BeiDou,GPS,Galileo | medium |
427 | 23 | Spoofing | near_airport | An unauthorized device in close proximity to an airport's GPS system sends fake navigation signals, confusing aircraft positioning. | 41.479742 | 5.330298 | 30.983416 | 48.593519 | -69.294132 | 12 | 57.506448 | 0.92351 | 4.51362 | 0.259825 | 43.296986 | 46.873076 | 35.126034 | 38.850735 | 11.747041 | 352.348249 | 78.53915 | 79 | 5 | BeiDou,GPS,Galileo | medium |
427 | 24 | Spoofing | near_airport | An unauthorized device in close proximity to an airport's GPS system sends fake navigation signals, confusing aircraft positioning. | 38.154186 | 5.192676 | 29.036546 | 45.238353 | -89.639792 | 8 | 51.080888 | 0.838983 | 1.758561 | 0.914821 | 37.339264 | 39.593014 | null | 39.351136 | 2.25375 | 178.805179 | 16.727196 | 79 | 5 | BeiDou,GPS,Galileo | medium |
427 | 25 | Spoofing | near_airport | An unauthorized device in close proximity to an airport's GPS system sends fake navigation signals, confusing aircraft positioning. | 40.937773 | 3.344169 | 36.563185 | 48.559192 | -77.81402 | 10 | 48.784623 | 0.7626 | 9.186149 | 0.083961 | 40.028682 | null | 39.54769 | 43.70031 | 4.15262 | 77.499566 | 80.419705 | 79 | 5 | BeiDou,GPS,Galileo | medium |
427 | 26 | Spoofing | near_airport | An unauthorized device in close proximity to an airport's GPS system sends fake navigation signals, confusing aircraft positioning. | 37.202223 | 5.3495 | 29.845705 | 45.042487 | -72.558871 | 12 | 32.317906 | 0.933381 | 7.865632 | 0.838046 | 38.412132 | 39.461848 | 33.468713 | 40.517752 | 7.049039 | 76.822579 | 30.333554 | 79 | 5 | BeiDou,GPS,Galileo | medium |
427 | 27 | Spoofing | near_airport | An unauthorized device in close proximity to an airport's GPS system sends fake navigation signals, confusing aircraft positioning. | 38.173584 | 3.914894 | 32.244078 | 44.973337 | -75.419086 | 10 | 33.510811 | 0.876939 | 9.463404 | 0.97524 | 41.747238 | 37.723224 | 37.379661 | 35.896611 | 5.850627 | 61.366373 | 45.091893 | 79 | 5 | BeiDou,GPS,Galileo | medium |
427 | 28 | Spoofing | near_airport | An unauthorized device in close proximity to an airport's GPS system sends fake navigation signals, confusing aircraft positioning. | 37.097472 | 5.126775 | 30.357429 | 45.393222 | -83.549315 | 8 | 34.077918 | 0.840944 | 10.457414 | 1 | 36.467364 | null | 34.524868 | 45.393222 | 10.868354 | 173.971107 | 19.534064 | 79 | 5 | BeiDou,GPS,Galileo | medium |
427 | 29 | Spoofing | near_airport | An unauthorized device in close proximity to an airport's GPS system sends fake navigation signals, confusing aircraft positioning. | 38.379981 | 3.942557 | 31.870673 | 43.237807 | -75.227768 | 10 | 44.541257 | 0.957177 | 7.845819 | 0.725338 | 38.369675 | 38.40403 | null | null | 0.034355 | 97.32488 | 43.503417 | 79 | 5 | BeiDou,GPS,Galileo | medium |
427 | 30 | Spoofing | near_airport | An unauthorized device in close proximity to an airport's GPS system sends fake navigation signals, confusing aircraft positioning. | 40.929983 | 5.16822 | 34.014842 | 50.692675 | -75.651324 | 10 | 55.165523 | 0.904789 | 8.622274 | 0.308636 | 38.369126 | 42.343126 | 45.019918 | 38.754116 | 6.650792 | 41.089173 | 82.525584 | 79 | 5 | BeiDou,GPS,Galileo | medium |
427 | 31 | Spoofing | near_airport | An unauthorized device in close proximity to an airport's GPS system sends fake navigation signals, confusing aircraft positioning. | 37.446774 | 4.14604 | 27.718086 | 44.374951 | -86.226856 | 11 | 44.989308 | 0.913096 | 9.448402 | 0.946473 | 37.898477 | 36.69613 | 41.085714 | 34.971695 | 6.114019 | 45.766965 | 32.719887 | 79 | 5 | BeiDou,GPS,Galileo | medium |
427 | 32 | Spoofing | near_airport | An unauthorized device in close proximity to an airport's GPS system sends fake navigation signals, confusing aircraft positioning. | 38.280679 | 4.814806 | 29.879954 | 43.948764 | -77.446464 | 11 | 44.627279 | 0.939969 | 3.017099 | 0.942076 | 38.373724 | 43.007635 | 39.031316 | 32.521859 | 10.485776 | 14.633353 | 36.265515 | 79 | 5 | BeiDou,GPS,Galileo | medium |
428 | 0 | Spoofing | near_tunnel_edge | The attackers plant false navigation signals within an active railway tunnel, causing confusion among trains. | 30.968264 | 6.463186 | 21.718935 | 41.31908 | -77.273682 | 8 | 39.339724 | 0.919606 | 5.188588 | 0.030317 | 30.870615 | 32.170378 | 29.961448 | null | 2.208931 | 44.982001 | 26.771706 | 271 | 28 | GPS | medium |
428 | 1 | Spoofing | near_tunnel_edge | The attackers plant false navigation signals within an active railway tunnel, causing confusion among trains. | 34.89112 | 5.294066 | 24.151625 | 42.842915 | -79.83316 | 10 | 52.515141 | 0.931642 | 4.466258 | 1 | 29.735585 | 37.229014 | 38.629604 | 38.221436 | 8.894019 | 169.109045 | 74.196933 | 271 | 28 | GPS | medium |
428 | 2 | Spoofing | near_tunnel_edge | The attackers plant false navigation signals within an active railway tunnel, causing confusion among trains. | 30.645752 | 4.504763 | 23.451908 | 39.8124 | -74.867882 | 10 | 37.000322 | 0.681444 | 4.564378 | 1 | 28.028242 | 34.429788 | 29.626121 | 39.8124 | 11.784157 | 225.404381 | 9.222781 | 271 | 28 | GPS | medium |
428 | 3 | Spoofing | near_tunnel_edge | The attackers plant false navigation signals within an active railway tunnel, causing confusion among trains. | 30.157567 | 5.227628 | 21.34767 | 39.185221 | -71.719119 | 10 | 34.909756 | 0.872122 | 6.587641 | 0.923613 | 29.377954 | 30.943138 | 30.145651 | null | 1.565183 | 135.853168 | 19.586409 | 271 | 28 | GPS | medium |
428 | 4 | Spoofing | near_tunnel_edge | The attackers plant false navigation signals within an active railway tunnel, causing confusion among trains. | 33.30671 | 4.945178 | 24.866026 | 41.855447 | -77.046412 | 12 | 40.288211 | 0.856037 | 4.133201 | 0.849994 | 34.72637 | 36.17721 | 29.082471 | 33.948842 | 7.094739 | 308.846399 | 54.19115 | 271 | 28 | GPS | medium |
428 | 5 | Spoofing | near_tunnel_edge | The attackers plant false navigation signals within an active railway tunnel, causing confusion among trains. | 34.653122 | 6.151169 | 24.794459 | 42.867608 | -83.459964 | 9 | 53.221391 | 0.835718 | 9.716048 | 1 | 36.837687 | 33.24602 | 32.394642 | null | 4.443045 | 262.04882 | 44.844382 | 271 | 28 | GPS | medium |
428 | 6 | Spoofing | near_tunnel_edge | The attackers plant false navigation signals within an active railway tunnel, causing confusion among trains. | 31.338015 | 4.280614 | 25.986396 | 39.1696 | -80.384417 | 8 | 46.210561 | 0.602918 | 2.704592 | 0.505732 | 31.217194 | 29.081186 | 29.860282 | 39.1696 | 10.088414 | 297.327171 | 31.996056 | 271 | 28 | GPS | medium |
428 | 7 | Spoofing | near_tunnel_edge | The attackers plant false navigation signals within an active railway tunnel, causing confusion among trains. | 31.276975 | 4.524199 | 24.240109 | 37.532093 | -80.083368 | 9 | 47.617054 | 0.829592 | 8.686151 | 0.987627 | 32.860759 | 30.267607 | 35.490758 | 28.961509 | 6.529249 | 194.440185 | 39.940322 | 271 | 28 | GPS | medium |
428 | 8 | Spoofing | near_tunnel_edge | The attackers plant false navigation signals within an active railway tunnel, causing confusion among trains. | 32.518287 | 4.212172 | 26.35775 | 38.332773 | -76.855319 | 9 | 42.784522 | 0.926585 | 10.157826 | 0.589721 | 31.475056 | null | 29.119592 | 37.745367 | 8.625776 | 82.333614 | 21.67933 | 271 | 28 | GPS | medium |
428 | 9 | Spoofing | near_tunnel_edge | The attackers plant false navigation signals within an active railway tunnel, causing confusion among trains. | 30.650762 | 4.195332 | 23.000075 | 38.129711 | -81.068857 | 9 | 43.948871 | 0.857651 | 3.846703 | 1 | 27.790451 | 32.912706 | 30.844806 | 26.935522 | 5.977183 | 218.685812 | 31.011972 | 271 | 28 | GPS | medium |
428 | 10 | Spoofing | near_tunnel_edge | The attackers plant false navigation signals within an active railway tunnel, causing confusion among trains. | 34.814152 | 5.473949 | 24.162205 | 40.924688 | -77.985281 | 12 | 55.327668 | 0.852986 | 4.708678 | 0.00595 | 40.924688 | 33.234913 | 34.747819 | 36.931475 | 7.689775 | 20.091591 | 59.391906 | 271 | 28 | GPS | medium |
428 | 11 | Spoofing | near_tunnel_edge | The attackers plant false navigation signals within an active railway tunnel, causing confusion among trains. | 34.399182 | 5.45505 | 24.156474 | 41.802098 | -81.815728 | 10 | 44.750386 | 0.637173 | 2.968827 | 1 | 35.581427 | 34.544746 | 32.836155 | 34.068156 | 2.745272 | 247.779307 | 27.508322 | 271 | 28 | GPS | medium |
428 | 12 | Spoofing | near_tunnel_edge | The attackers plant false navigation signals within an active railway tunnel, causing confusion among trains. | 30.294346 | 4.838869 | 22.010151 | 38.659157 | -72.359602 | 10 | 39.951072 | 0.905047 | 2.981461 | 0.719972 | 29.315018 | 35.229907 | null | 28.296769 | 6.933138 | 18.219779 | 24.139817 | 271 | 28 | GPS | medium |
428 | 13 | Spoofing | near_tunnel_edge | The attackers plant false navigation signals within an active railway tunnel, causing confusion among trains. | 31.366376 | 4.175513 | 26.946299 | 40.851354 | -80.952154 | 9 | 44.592364 | 0.827897 | 8.022844 | 0.684553 | 29.323666 | 40.851354 | null | 31.03784 | 11.527688 | 259.130928 | 83.581851 | 271 | 28 | GPS | medium |
428 | 14 | Spoofing | near_tunnel_edge | The attackers plant false navigation signals within an active railway tunnel, causing confusion among trains. | 29.68687 | 6.723707 | 20.226177 | 39.714384 | -72.45957 | 9 | 40.832313 | 0.888874 | 6.707821 | 1 | 21.749436 | 31.918147 | 32.357653 | 30.855562 | 10.608217 | 328.660578 | 9.364228 | 271 | 28 | GPS | medium |
428 | 15 | Spoofing | near_tunnel_edge | The attackers plant false navigation signals within an active railway tunnel, causing confusion among trains. | 30.668881 | 4.056823 | 25.367382 | 36.243885 | -77.186989 | 10 | 34.9081 | 0.915375 | 9.928486 | 0.703269 | 28.19675 | 35.913618 | 30.436077 | 36.243885 | 8.047134 | 38.003855 | 20.85467 | 271 | 28 | GPS | medium |
428 | 16 | Spoofing | near_tunnel_edge | The attackers plant false navigation signals within an active railway tunnel, causing confusion among trains. | 30.347666 | 6.265201 | 20.531074 | 42.047176 | -69.393781 | 8 | 46.890098 | 0.937154 | 10.434775 | 0.441641 | 28.366698 | 28.62241 | 33.478804 | null | 5.112107 | 25.796993 | 83.438138 | 271 | 28 | GPS | medium |
428 | 17 | Spoofing | near_tunnel_edge | The attackers plant false navigation signals within an active railway tunnel, causing confusion among trains. | 29.912547 | 7.272547 | 20.159782 | 44.275209 | -72.693732 | 11 | 39.939574 | 0.962007 | 3.241811 | 0.999603 | 30.001962 | 29.36058 | 29.275114 | 30.835677 | 1.560563 | 351.059554 | 8.803618 | 271 | 28 | GPS | medium |
428 | 18 | Spoofing | near_tunnel_edge | The attackers plant false navigation signals within an active railway tunnel, causing confusion among trains. | 34.709186 | 5.627692 | 24.933308 | 42.889509 | -72.299454 | 11 | 52.63667 | 0.832399 | 3.891886 | 0.878932 | 39.825293 | 31.14659 | 29.217328 | 39.652078 | 10.607965 | 213.038867 | 44.608982 | 271 | 28 | GPS | medium |
428 | 19 | Spoofing | near_tunnel_edge | The attackers plant false navigation signals within an active railway tunnel, causing confusion among trains. | 30.084042 | 4.563272 | 23.803385 | 36.884944 | -76.586197 | 11 | 37.624136 | 0.825871 | 2.111984 | 0.497475 | 33.988995 | 30.30949 | 32.806321 | 25.681464 | 8.307531 | 332.68456 | 29.176297 | 271 | 28 | GPS | medium |
428 | 20 | Spoofing | near_tunnel_edge | The attackers plant false navigation signals within an active railway tunnel, causing confusion among trains. | 31.930952 | 6.994603 | 16.971633 | 41.371401 | -75.776901 | 10 | 47.388335 | 0.939813 | 9.644644 | 1 | 31.459367 | 30.685324 | 37.912503 | 32.138808 | 7.227179 | 212.031847 | 16.419466 | 271 | 28 | GPS | medium |
428 | 21 | Spoofing | near_tunnel_edge | The attackers plant false navigation signals within an active railway tunnel, causing confusion among trains. | 32.214533 | 2.050855 | 29.312273 | 36.210953 | -78.722815 | 9 | 44.424271 | 0.601062 | 3.274618 | 0.823668 | 31.78191 | null | 32.355034 | 32.888737 | 1.106827 | 174.058881 | 55.244795 | 271 | 28 | GPS | medium |
428 | 22 | Spoofing | near_tunnel_edge | The attackers plant false navigation signals within an active railway tunnel, causing confusion among trains. | 33.136913 | 5.376273 | 25.789521 | 41.967498 | -76.990756 | 11 | 43.940156 | 0.70762 | 7.730378 | 1 | 33.921164 | 32.528325 | 34.145594 | 25.789521 | 8.356073 | 252.890677 | 46.512188 | 271 | 28 | GPS | medium |
428 | 23 | Spoofing | near_tunnel_edge | The attackers plant false navigation signals within an active railway tunnel, causing confusion among trains. | 33.606616 | 7.186198 | 23.101165 | 43.368229 | -79.257271 | 10 | 41.929288 | 0.715988 | 9.034066 | 1 | 32.681396 | 34.181126 | null | 35.807768 | 3.126372 | 292.605554 | 12.026959 | 271 | 28 | GPS | medium |
428 | 24 | Spoofing | near_tunnel_edge | The attackers plant false navigation signals within an active railway tunnel, causing confusion among trains. | 35.664931 | 3.543642 | 30.543309 | 42.711396 | -80.235176 | 12 | 52.52958 | -0.003629 | 9.653861 | 0.998224 | 36.490041 | 35.018398 | 34.817245 | 35.820886 | 1.672796 | 291.680272 | 48.424717 | 271 | 28 | GPS | medium |
428 | 25 | Spoofing | near_tunnel_edge | The attackers plant false navigation signals within an active railway tunnel, causing confusion among trains. | 32.852883 | 6.914249 | 22.594389 | 44.567685 | -75.654574 | 12 | 36.2772 | 0.459147 | 6.668415 | 0.968083 | 36.588147 | 25.612272 | 28.195806 | 30.50141 | 10.975875 | 269.066143 | 9.370115 | 271 | 28 | GPS | medium |
428 | 26 | Spoofing | near_tunnel_edge | The attackers plant false navigation signals within an active railway tunnel, causing confusion among trains. | 29.364898 | 5.390346 | 22.574844 | 35.152808 | -83.713036 | 8 | 34.038123 | 0.848639 | 3.160092 | 0.491408 | 28.992068 | 28.553137 | 27.605051 | 30.74124 | 3.136189 | 340.191282 | 31.873944 | 271 | 28 | GPS | medium |
428 | 27 | Spoofing | near_tunnel_edge | The attackers plant false navigation signals within an active railway tunnel, causing confusion among trains. | 32.574247 | 6.21767 | 24.984727 | 41.968342 | -74.754909 | 10 | 39.51193 | 0.768126 | 7.693841 | 1 | 32.405426 | 41.156402 | null | 25.342658 | 15.813744 | 267.189289 | 41.3019 | 271 | 28 | GPS | medium |
428 | 28 | Spoofing | near_tunnel_edge | The attackers plant false navigation signals within an active railway tunnel, causing confusion among trains. | 32.410601 | 4.612886 | 24.806173 | 42.021796 | -78.284332 | 12 | 41.794456 | 0.648731 | 2.404497 | 1 | 37.200635 | 29.163747 | 34.46435 | 30.006778 | 8.036888 | 251.817808 | 38.796718 | 271 | 28 | GPS | medium |
428 | 29 | Spoofing | near_tunnel_edge | The attackers plant false navigation signals within an active railway tunnel, causing confusion among trains. | 35.087137 | 3.586746 | 29.828318 | 41.15895 | -73.802174 | 10 | 54.799297 | 0.874728 | 4.295204 | 0.461487 | 33.574323 | 36.746336 | 31.828483 | 39.712223 | 7.883739 | 355.441669 | 75.813162 | 271 | 28 | GPS | medium |
428 | 30 | Spoofing | near_tunnel_edge | The attackers plant false navigation signals within an active railway tunnel, causing confusion among trains. | 33.056815 | 5.948641 | 23.075702 | 42.406047 | -77.272442 | 10 | 53.876802 | 0.888028 | 6.455131 | 1 | 25.858146 | 31.466627 | 34.809538 | 36.408142 | 10.549996 | 100.917944 | 81.548709 | 271 | 28 | GPS | medium |
428 | 31 | Spoofing | near_tunnel_edge | The attackers plant false navigation signals within an active railway tunnel, causing confusion among trains. | 33.125261 | 3.581729 | 28.41841 | 38.587062 | -74.324733 | 10 | 47.399991 | 0.883232 | 4.555934 | 1 | 29.656916 | 34.382256 | 38.268185 | 32.102391 | 8.611269 | 333.688156 | 52.474784 | 271 | 28 | GPS | medium |
428 | 32 | Spoofing | near_tunnel_edge | The attackers plant false navigation signals within an active railway tunnel, causing confusion among trains. | 31.784903 | 5.192648 | 25.038967 | 43.087885 | -70.597083 | 11 | 47.646396 | 0.935893 | 8.676547 | 0.062168 | 33.922614 | 29.999691 | 31.733382 | 30.159111 | 3.922923 | 157.608008 | 84.142013 | 271 | 28 | GPS | medium |
429 | 0 | Spoofing | open_sky | An adversary launches fake GPS signals in the sky over a large field area, tricking thousands of drones and unmanned aerial vehicles into erratic movements. | 39.683351 | 4.124828 | 32.119379 | 46.386057 | -74.399687 | 12 | 54.203381 | 0.866983 | 8.781099 | 0.770094 | 38.819732 | 37.681325 | 41.304628 | 41.306546 | 3.625221 | 267.837191 | 41.444061 | 311 | 4 | GPS | high |
429 | 1 | Spoofing | open_sky | An adversary launches fake GPS signals in the sky over a large field area, tricking thousands of drones and unmanned aerial vehicles into erratic movements. | 41.702135 | 5.602537 | 28.391096 | 46.554358 | -83.857911 | 8 | 51.69097 | 0.598499 | 8.810503 | 1 | 45.012285 | 46.026311 | 35.899726 | 44.426497 | 10.126585 | 293.482582 | 13.659963 | 311 | 4 | GPS | high |
429 | 2 | Spoofing | open_sky | An adversary launches fake GPS signals in the sky over a large field area, tricking thousands of drones and unmanned aerial vehicles into erratic movements. | 37.95058 | 4.583685 | 30.316384 | 44.724654 | -69.764826 | 12 | 45.125036 | 0.958733 | 3.069175 | 0.987021 | 35.95438 | 40.34166 | 33.113719 | 37.169045 | 7.227941 | 43.719237 | 56.910637 | 311 | 4 | GPS | high |
429 | 3 | Spoofing | open_sky | An adversary launches fake GPS signals in the sky over a large field area, tricking thousands of drones and unmanned aerial vehicles into erratic movements. | 35.0242 | 6.07867 | 23.176396 | 44.538554 | -77.054193 | 10 | 38.600514 | 0.923726 | 13.808329 | 0.04892 | 35.405587 | 39.090041 | 31.247766 | 44.538554 | 13.290788 | 229.466852 | 20.727915 | 311 | 4 | GPS | high |
429 | 4 | Spoofing | open_sky | An adversary launches fake GPS signals in the sky over a large field area, tricking thousands of drones and unmanned aerial vehicles into erratic movements. | 38.477962 | 6.391917 | 30.204951 | 47.020345 | -73.718069 | 12 | 38.713741 | 0.905867 | 10.33038 | 0.839728 | 41.285502 | 37.911596 | 33.798655 | 37.295844 | 7.486847 | 258.90987 | 53.331367 | 311 | 4 | GPS | high |
429 | 5 | Spoofing | open_sky | An adversary launches fake GPS signals in the sky over a large field area, tricking thousands of drones and unmanned aerial vehicles into erratic movements. | 38.114505 | 5.352885 | 29.512357 | 48.07482 | -76.010516 | 12 | 37.350006 | 0.607094 | 5.677681 | 1 | 38.659205 | 36.969709 | 39.331951 | 36.933989 | 2.397962 | 334.608756 | 14.50531 | 311 | 4 | GPS | high |
429 | 6 | Spoofing | open_sky | An adversary launches fake GPS signals in the sky over a large field area, tricking thousands of drones and unmanned aerial vehicles into erratic movements. | 37.946917 | 4.644003 | 29.974501 | 44.19193 | -72.48247 | 9 | 47.685076 | 0.919315 | 12.022585 | 0.921788 | 40.405984 | 32.816959 | 36.482664 | 41.556687 | 8.739728 | 173.141293 | 48.192659 | 311 | 4 | GPS | high |
429 | 7 | Spoofing | open_sky | An adversary launches fake GPS signals in the sky over a large field area, tricking thousands of drones and unmanned aerial vehicles into erratic movements. | 37.941926 | 3.208444 | 31.057553 | 43.556272 | -78.166799 | 8 | 45.930901 | 0.887565 | 6.189814 | 1 | 36.343946 | 39.759025 | null | 38.882549 | 3.415079 | 115.138184 | 28.610149 | 311 | 4 | GPS | high |
429 | 8 | Spoofing | open_sky | An adversary launches fake GPS signals in the sky over a large field area, tricking thousands of drones and unmanned aerial vehicles into erratic movements. | 40.332607 | 4.911066 | 34.278563 | 49.625819 | -74.170489 | 8 | 47.02925 | 0.870384 | 11.899822 | 1 | 40.649995 | 36.643524 | 41.952191 | 40.081481 | 5.308667 | 68.306177 | 74.836334 | 311 | 4 | GPS | high |
429 | 9 | Spoofing | open_sky | An adversary launches fake GPS signals in the sky over a large field area, tricking thousands of drones and unmanned aerial vehicles into erratic movements. | 42.109366 | 5.955604 | 31.045857 | 52.288887 | -71.764992 | 8 | 60.185199 | 0.909415 | 5.629965 | 1 | 37.256727 | 41.665846 | 52.288887 | 43.409209 | 15.032159 | 75.884746 | 84.558896 | 311 | 4 | GPS | high |
429 | 10 | Spoofing | open_sky | An adversary launches fake GPS signals in the sky over a large field area, tricking thousands of drones and unmanned aerial vehicles into erratic movements. | 37.036829 | 4.906781 | 30.193652 | 45.818065 | -74.582851 | 10 | 44.326697 | 0.95544 | 7.180014 | 1 | 35.916061 | 36.521471 | 44.201115 | 37.627865 | 8.285053 | 17.924484 | 31.774888 | 311 | 4 | GPS | high |
429 | 11 | Spoofing | open_sky | An adversary launches fake GPS signals in the sky over a large field area, tricking thousands of drones and unmanned aerial vehicles into erratic movements. | 38.464457 | 6.428549 | 29.210278 | 46.294283 | -74.23634 | 11 | 40.5578 | 0.612136 | 7.025218 | 0.994036 | 41.560174 | 39.075788 | 35.282875 | 33.79234 | 7.767835 | 294.155507 | 12.355137 | 311 | 4 | GPS | high |
429 | 12 | Spoofing | open_sky | An adversary launches fake GPS signals in the sky over a large field area, tricking thousands of drones and unmanned aerial vehicles into erratic movements. | 38.169094 | 5.416631 | 28.94115 | 44.989113 | -78.396029 | 8 | 49.720583 | 0.912184 | 7.049007 | 1 | 40.879909 | 36.773788 | 40.540116 | 34.312667 | 6.567242 | 155.306134 | 37.244098 | 311 | 4 | GPS | high |
429 | 13 | Spoofing | open_sky | An adversary launches fake GPS signals in the sky over a large field area, tricking thousands of drones and unmanned aerial vehicles into erratic movements. | 40.242111 | 5.460258 | 32.007098 | 48.866925 | -78.326297 | 12 | 48.357918 | 0.795728 | 14.368238 | 0.097344 | 42.112209 | 38.130533 | 37.176279 | 46.42385 | 9.247572 | 52.142628 | 44.087735 | 311 | 4 | GPS | high |
429 | 14 | Spoofing | open_sky | An adversary launches fake GPS signals in the sky over a large field area, tricking thousands of drones and unmanned aerial vehicles into erratic movements. | 38.473836 | 3.504087 | 34.065835 | 46.802846 | -72.572332 | 11 | 47.408349 | 0.850392 | 3.898054 | 0.476364 | 41.558146 | 38.590761 | 36.876115 | 36.068565 | 5.489581 | 271.913555 | 77.718705 | 311 | 4 | GPS | high |
429 | 15 | Spoofing | open_sky | An adversary launches fake GPS signals in the sky over a large field area, tricking thousands of drones and unmanned aerial vehicles into erratic movements. | 38.578603 | 3.872222 | 32.251007 | 45.047287 | -77.983547 | 12 | 44.328098 | 0.514453 | 5.437576 | 0.630406 | 37.159001 | 35.821449 | 39.780125 | 45.047287 | 9.225837 | 18.274579 | 11.633271 | 311 | 4 | GPS | high |
429 | 16 | Spoofing | open_sky | An adversary launches fake GPS signals in the sky over a large field area, tricking thousands of drones and unmanned aerial vehicles into erratic movements. | 39.128169 | 4.500513 | 33.025462 | 47.676055 | -71.220539 | 9 | 56.396973 | 0.761255 | 12.730957 | 1 | 35.962127 | 40.572117 | 42.077639 | 37.931579 | 6.115513 | 119.036125 | 79.502062 | 311 | 4 | GPS | high |
429 | 17 | Spoofing | open_sky | An adversary launches fake GPS signals in the sky over a large field area, tricking thousands of drones and unmanned aerial vehicles into erratic movements. | 36.88029 | 4.100514 | 30.243387 | 42.542067 | -73.43243 | 11 | 36.87608 | 0.766594 | 4.289473 | 0.435772 | 35.722175 | 38.697607 | 35.824597 | 37.526236 | 2.975432 | 148.858127 | 46.318087 | 311 | 4 | GPS | high |
429 | 18 | Spoofing | open_sky | An adversary launches fake GPS signals in the sky over a large field area, tricking thousands of drones and unmanned aerial vehicles into erratic movements. | 39.315143 | 5.759781 | 29.106918 | 45.761318 | -76.59247 | 12 | 47.398382 | 0.949973 | 8.746419 | 0.409193 | 38.124944 | 38.725439 | 45.010389 | 35.033467 | 9.976921 | 344.591461 | 60.015068 | 311 | 4 | GPS | high |
429 | 19 | Spoofing | open_sky | An adversary launches fake GPS signals in the sky over a large field area, tricking thousands of drones and unmanned aerial vehicles into erratic movements. | 38.654548 | 3.882621 | 32.164501 | 45.00942 | -72.300815 | 10 | 51.1684 | 0.902284 | 13.263744 | 1 | 38.27729 | 39.736717 | 39.050022 | 38.790766 | 1.459428 | 209.133527 | 59.132676 | 311 | 4 | GPS | high |
429 | 20 | Spoofing | open_sky | An adversary launches fake GPS signals in the sky over a large field area, tricking thousands of drones and unmanned aerial vehicles into erratic movements. | 41.331003 | 4.850136 | 34.009488 | 49.639478 | -78.868811 | 9 | 50.236566 | 0.730096 | 13.319704 | 1 | 40.614228 | 44.260196 | 42.190768 | 36.620187 | 7.640009 | 312.402801 | 32.11032 | 311 | 4 | GPS | high |
429 | 21 | Spoofing | open_sky | An adversary launches fake GPS signals in the sky over a large field area, tricking thousands of drones and unmanned aerial vehicles into erratic movements. | 39.617294 | 4.504408 | 32.106433 | 46.361709 | -73.106863 | 9 | 56.413919 | 0.910978 | 7.707441 | 1 | 32.106433 | 35.618868 | 43.62282 | 39.360097 | 11.516386 | 100.019743 | 73.498136 | 311 | 4 | GPS | high |
429 | 22 | Spoofing | open_sky | An adversary launches fake GPS signals in the sky over a large field area, tricking thousands of drones and unmanned aerial vehicles into erratic movements. | 40.164651 | 5.342099 | 30.220704 | 46.63645 | -67.274834 | 11 | 48.370464 | 0.507877 | 2.532157 | 1 | 39.686656 | 42.391604 | 39.555897 | 42.37041 | 2.835707 | 315.20725 | 8.830295 | 311 | 4 | GPS | high |
429 | 23 | Spoofing | open_sky | An adversary launches fake GPS signals in the sky over a large field area, tricking thousands of drones and unmanned aerial vehicles into erratic movements. | 39.133961 | 4.746803 | 30.826185 | 46.404105 | -71.966969 | 9 | 49.727032 | 0.920947 | 13.681329 | 0.114195 | 38.312551 | null | 39.930049 | 37.156402 | 2.773647 | 114.300968 | 26.423582 | 311 | 4 | GPS | high |
429 | 24 | Spoofing | open_sky | An adversary launches fake GPS signals in the sky over a large field area, tricking thousands of drones and unmanned aerial vehicles into erratic movements. | 37.802662 | 5.242788 | 29.480755 | 45.302818 | -83.09587 | 9 | 43.498771 | 0.903502 | 7.967877 | 0.391339 | 44.850091 | 39.299127 | 41.190685 | 32.683708 | 12.166383 | 281.496109 | 57.683992 | 311 | 4 | GPS | high |
429 | 25 | Spoofing | open_sky | An adversary launches fake GPS signals in the sky over a large field area, tricking thousands of drones and unmanned aerial vehicles into erratic movements. | 38.156843 | 5.869127 | 29.339356 | 46.485111 | -78.118053 | 11 | 43.670244 | 0.954761 | 4.113487 | 0.862006 | 38.189458 | 44.221851 | 39.088884 | 31.437857 | 12.783995 | 261.993836 | 54.195792 | 311 | 4 | GPS | high |
429 | 26 | Spoofing | open_sky | An adversary launches fake GPS signals in the sky over a large field area, tricking thousands of drones and unmanned aerial vehicles into erratic movements. | 37.466229 | 5.792113 | 28.391306 | 47.838934 | -72.836492 | 10 | 38.847118 | 0.498982 | 8.913685 | 1 | 40.919928 | 35.120559 | 31.426851 | 39.008476 | 9.493077 | 318.841097 | 20.885677 | 311 | 4 | GPS | high |
429 | 27 | Spoofing | open_sky | An adversary launches fake GPS signals in the sky over a large field area, tricking thousands of drones and unmanned aerial vehicles into erratic movements. | 37.160935 | 4.191147 | 31.924533 | 43.667945 | -75.699369 | 8 | 36.972698 | 0.875941 | 14.874715 | 0.934003 | null | 37.312146 | 39.401109 | 31.924533 | 7.476575 | 191.200882 | 35.985001 | 311 | 4 | GPS | high |
429 | 28 | Spoofing | open_sky | An adversary launches fake GPS signals in the sky over a large field area, tricking thousands of drones and unmanned aerial vehicles into erratic movements. | 38.207897 | 4.284797 | 30.651605 | 44.452627 | -81.183862 | 11 | 40.609325 | 0.905684 | 6.664893 | 1 | 41.245511 | 35.92222 | 44.452627 | 36.082762 | 8.530408 | 23.268417 | 52.451025 | 311 | 4 | GPS | high |
429 | 29 | Spoofing | open_sky | An adversary launches fake GPS signals in the sky over a large field area, tricking thousands of drones and unmanned aerial vehicles into erratic movements. | 38.925028 | 5.764328 | 25.867882 | 46.601366 | -70.792742 | 12 | 40.200467 | 0.769758 | 8.648795 | 0.074338 | 40.542702 | 41.935422 | 38.655467 | 32.379883 | 9.555539 | 244.804113 | 35.403445 | 311 | 4 | GPS | high |
429 | 30 | Spoofing | open_sky | An adversary launches fake GPS signals in the sky over a large field area, tricking thousands of drones and unmanned aerial vehicles into erratic movements. | 39.799905 | 4.762311 | 31.42065 | 47.090552 | -73.87825 | 9 | 51.781127 | 0.787713 | 8.129956 | 1 | 37.285122 | 41.950316 | 40.541899 | 38.000613 | 4.665193 | 316.280841 | 70.38994 | 311 | 4 | GPS | high |
429 | 31 | Spoofing | open_sky | An adversary launches fake GPS signals in the sky over a large field area, tricking thousands of drones and unmanned aerial vehicles into erratic movements. | 37.569239 | 5.469837 | 28.753828 | 45.307552 | -71.377601 | 11 | 43.263226 | 0.971463 | 12.954309 | 1 | 38.379593 | 38.72159 | 38.71416 | 34.840776 | 3.880814 | 335.958375 | 62.833599 | 311 | 4 | GPS | high |
429 | 32 | Spoofing | open_sky | An adversary launches fake GPS signals in the sky over a large field area, tricking thousands of drones and unmanned aerial vehicles into erratic movements. | 37.205548 | 6.040858 | 27.563068 | 48.29189 | -74.062905 | 11 | 44.585816 | 0.871919 | 9.640406 | 0.845657 | 37.800967 | 37.210288 | 34.000934 | 41.214142 | 7.213208 | 8.844703 | 15.628397 | 311 | 4 | GPS | high |
430 | 0 | Spoofing | forest | In a dense forest near a major city, an attacker plants false GPS signals that mimic real satellites, causing confusion among navigation systems. | 27.296566 | 3.695299 | 21.820494 | 34.169306 | -76.390634 | 10 | 29.691924 | 0.758548 | 5.614464 | 1 | 26.70694 | 30.5956 | 30.153963 | 21.820494 | 8.775106 | 123.046017 | 18.908402 | 308 | 11 | GPS | high |
430 | 1 | Spoofing | forest | In a dense forest near a major city, an attacker plants false GPS signals that mimic real satellites, causing confusion among navigation systems. | 33.520387 | 6.281064 | 23.626404 | 45.179406 | -69.995523 | 11 | 46.046004 | 0.662999 | 6.976981 | 1 | 33.818845 | 32.753807 | null | 35.860994 | 3.107187 | 294.596411 | 36.178281 | 308 | 11 | GPS | high |
430 | 2 | Spoofing | forest | In a dense forest near a major city, an attacker plants false GPS signals that mimic real satellites, causing confusion among navigation systems. | 30.782706 | 4.242879 | 19.935132 | 36.351318 | -81.643614 | 12 | 44.940131 | 0.89628 | 7.353706 | 0.440788 | 31.255019 | 30.374755 | 33.008283 | 27.36232 | 5.645963 | 90.430768 | 12.010407 | 308 | 11 | GPS | high |
430 | 3 | Spoofing | forest | In a dense forest near a major city, an attacker plants false GPS signals that mimic real satellites, causing confusion among navigation systems. | 32.124774 | 7.332016 | 22.949366 | 46.59086 | -69.285372 | 9 | 42.592427 | 0.954939 | 2.638463 | 0.85569 | 31.346515 | 34.159556 | 28.576561 | 29.868633 | 5.582995 | 319.991839 | 83.690047 | 308 | 11 | GPS | high |
430 | 4 | Spoofing | forest | In a dense forest near a major city, an attacker plants false GPS signals that mimic real satellites, causing confusion among navigation systems. | 30.752185 | 3.597242 | 24.500435 | 35.644993 | -77.28131 | 11 | 42.698222 | 0.870164 | 9.340095 | 0.406128 | 32.541025 | 28.742037 | 30.348533 | 31.567203 | 3.798987 | 261.639236 | 48.363501 | 308 | 11 | GPS | high |
430 | 5 | Spoofing | forest | In a dense forest near a major city, an attacker plants false GPS signals that mimic real satellites, causing confusion among navigation systems. | 32.711226 | 3.819523 | 26.625307 | 38.430971 | -76.559176 | 8 | 56.816827 | 0.905001 | 7.488819 | 0.778675 | 31.048827 | 33.007742 | 32.528139 | 35.239656 | 4.190829 | 70.664958 | 80.231871 | 308 | 11 | GPS | high |
430 | 6 | Spoofing | forest | In a dense forest near a major city, an attacker plants false GPS signals that mimic real satellites, causing confusion among navigation systems. | 32.789894 | 5.360079 | 25.317896 | 43.177615 | -72.058537 | 10 | 55.592425 | 0.948588 | 13.438987 | 0.434246 | 30.960199 | 31.079623 | 35.163651 | 35.726088 | 4.765889 | 44.269145 | 50.593963 | 308 | 11 | GPS | high |
430 | 7 | Spoofing | forest | In a dense forest near a major city, an attacker plants false GPS signals that mimic real satellites, causing confusion among navigation systems. | 30.27288 | 3.725007 | 25.551128 | 38.372265 | -76.198929 | 12 | 40.335908 | 0.7346 | 5.006833 | 0.638012 | 26.418079 | 31.69496 | 29.568949 | 29.762546 | 5.276882 | 299.087233 | 17.677034 | 308 | 11 | GPS | high |
430 | 8 | Spoofing | forest | In a dense forest near a major city, an attacker plants false GPS signals that mimic real satellites, causing confusion among navigation systems. | 31.508069 | 5.566229 | 22.085537 | 39.603582 | -69.017175 | 11 | 44.251484 | 0.910846 | 8.056981 | 0.561794 | 31.471251 | 26.455009 | 32.245714 | null | 5.790705 | 102.687457 | 5.170554 | 308 | 11 | GPS | high |
430 | 9 | Spoofing | forest | In a dense forest near a major city, an attacker plants false GPS signals that mimic real satellites, causing confusion among navigation systems. | 32.076665 | 6.452008 | 21.850554 | 45.577977 | -77.006238 | 12 | 39.999777 | 0.731737 | 5.206479 | 1 | 38.046073 | 27.572509 | 27.981902 | 38.090557 | 10.518048 | 309.584417 | 44.955196 | 308 | 11 | GPS | high |
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