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
424
8
Spoofing
near_open_sky
An airborne spoofing device transmits fake signals over an open sky area, confusing GPS satellites above.
40.154839
7.468573
32.685105
51.613264
-79.157632
9
38.799716
0.979864
10.085881
0
39.998061
null
32.685105
41.742853
9.057748
132.524086
38.799716
180
21
GPS
medium
424
9
Spoofing
near_open_sky
An airborne spoofing device transmits fake signals over an open sky area, confusing GPS satellites above.
43.233328
6.252532
33.254746
52.064812
-79.27325
9
52.573785
0.777813
3.628137
0
47.956474
43.591332
41.694537
null
6.261936
300.162545
52.573785
180
21
GPS
medium
424
10
Spoofing
near_open_sky
An airborne spoofing device transmits fake signals over an open sky area, confusing GPS satellites above.
40.554168
5.973265
31.763214
48.778573
-80.85033
12
43.024307
0.909297
7.53045
0.281175
39.555537
38.166867
42.487135
41.394234
4.320267
173.711705
30.369291
180
21
GPS
medium
424
11
Spoofing
near_open_sky
An airborne spoofing device transmits fake signals over an open sky area, confusing GPS satellites above.
38.484323
6.509613
30.722596
49.391816
-80.161811
12
32.968495
0.970497
4.75892
0.272873
34.55325
40.210263
41.168651
null
6.615401
355.636511
20.666489
180
21
GPS
medium
424
12
Spoofing
near_open_sky
An airborne spoofing device transmits fake signals over an open sky area, confusing GPS satellites above.
41.910725
4.658642
33.848066
47.497176
-74.492588
12
52.012605
0.964136
9.090999
0.194376
42.738935
44.794087
34.429004
37.089367
10.365083
124.246143
16.492765
180
21
GPS
medium
424
13
Spoofing
near_open_sky
An airborne spoofing device transmits fake signals over an open sky area, confusing GPS satellites above.
43.206631
4.245371
34.881846
48.217771
-78.936526
9
53.889393
0.962866
3.586574
1
43.292353
40.368351
46.291897
48.217771
7.84942
354.956617
62.459613
180
21
GPS
medium
424
14
Spoofing
near_open_sky
An airborne spoofing device transmits fake signals over an open sky area, confusing GPS satellites above.
41.274164
5.588614
30.393077
53.094753
-82.242831
10
48.638061
0.946655
8.109896
0.627707
40.229104
43.548174
37.933404
41.623648
5.61477
46.457228
34.168029
180
21
GPS
medium
424
15
Spoofing
near_open_sky
An airborne spoofing device transmits fake signals over an open sky area, confusing GPS satellites above.
42.435515
5.932607
28.930044
52.470239
-74.455418
11
52.486318
0.796215
10.913883
0.442419
42.77386
40.700142
43.26347
42.757866
2.563329
95.474361
20.872683
180
21
GPS
medium
424
16
Spoofing
near_open_sky
An airborne spoofing device transmits fake signals over an open sky area, confusing GPS satellites above.
37.674314
4.739376
30.526302
44.455888
-76.153216
9
31.898589
0.873586
7.955218
1
37.851472
null
38.67646
35.816777
2.859683
199.47428
13.691853
180
21
GPS
medium
424
17
Spoofing
near_open_sky
An airborne spoofing device transmits fake signals over an open sky area, confusing GPS satellites above.
41.441118
5.18862
32.72928
52.186577
-72.47492
12
41.742327
0.900446
7.109622
0.083755
42.113602
46.354464
40.766021
35.631997
10.722467
287.663122
29.101987
180
21
GPS
medium
424
18
Spoofing
near_open_sky
An airborne spoofing device transmits fake signals over an open sky area, confusing GPS satellites above.
39.468829
4.822272
34.199456
48.960069
-74.15631
9
38.851572
0.907432
8.555109
1
34.199456
40.606605
null
38.690187
6.40715
212.020657
39.577998
180
21
GPS
medium
424
19
Spoofing
near_open_sky
An airborne spoofing device transmits fake signals over an open sky area, confusing GPS satellites above.
42.726073
4.752236
34.586133
49.191719
-75.592644
9
43.415616
0.855036
9.915785
1
42.238712
40.958512
42.232353
49.191719
8.233207
203.836387
20.237139
180
21
GPS
medium
424
20
Spoofing
near_open_sky
An airborne spoofing device transmits fake signals over an open sky area, confusing GPS satellites above.
42.990952
4.491568
32.495715
47.210331
-75.560984
8
56.196169
0.918252
3.11912
0.963525
41.298759
null
45.267249
42.930832
3.96849
107.227934
58.171183
180
21
GPS
medium
424
21
Spoofing
near_open_sky
An airborne spoofing device transmits fake signals over an open sky area, confusing GPS satellites above.
38.358595
2.883053
34.254622
43.361558
-78.485308
9
30.371854
0.800228
2.661368
0.902292
38.26895
38.535135
null
38.273075
0.266184
39.977533
14.213097
180
21
GPS
medium
424
22
Spoofing
near_open_sky
An airborne spoofing device transmits fake signals over an open sky area, confusing GPS satellites above.
41.364738
3.778898
37.393166
49.39543
-82.520323
11
41.252819
0.777149
1.597321
0.333412
41.20507
38.587094
45.350081
46.555678
7.968584
242.086394
23.108799
180
21
GPS
medium
424
23
Spoofing
near_open_sky
An airborne spoofing device transmits fake signals over an open sky area, confusing GPS satellites above.
42.645153
4.066244
36.486683
49.444568
-82.406916
10
45.107744
0.733843
7.964477
0.432064
43.411933
38.950295
49.444568
38.792535
10.652033
117.086226
30.656948
180
21
GPS
medium
424
24
Spoofing
near_open_sky
An airborne spoofing device transmits fake signals over an open sky area, confusing GPS satellites above.
40.280043
5.154464
31.517389
48.069835
-78.857891
10
44.269052
0.885658
3.953338
0.320402
38.352338
36.874069
40.576332
43.17001
6.295941
71.321547
34.379656
180
21
GPS
medium
424
25
Spoofing
near_open_sky
An airborne spoofing device transmits fake signals over an open sky area, confusing GPS satellites above.
43.587279
5.783262
33.051193
51.804338
-82.158139
9
58.895505
0.87826
9.570129
1
43.194362
46.193371
36.111752
43.734973
10.081619
53.324239
53.302427
180
21
GPS
medium
424
26
Spoofing
near_open_sky
An airborne spoofing device transmits fake signals over an open sky area, confusing GPS satellites above.
39.131522
4.867675
32.477931
47.16197
-70.012963
12
37.290724
0.924441
3.637069
1
42.948074
38.97737
null
35.46912
7.478954
323.128611
59.513401
180
21
GPS
medium
424
27
Spoofing
near_open_sky
An airborne spoofing device transmits fake signals over an open sky area, confusing GPS satellites above.
42.609537
3.967353
35.357936
48.028185
-82.84315
9
49.960156
0.849383
7.512994
1
45.543931
39.12354
42.610421
41.69306
6.420391
202.270345
66.247147
180
21
GPS
medium
424
28
Spoofing
near_open_sky
An airborne spoofing device transmits fake signals over an open sky area, confusing GPS satellites above.
42.237952
4.076945
34.214256
46.424023
-71.978031
8
46.620921
0.851696
3.121847
0.474173
41.761685
40.887908
null
45.414304
4.526396
158.731296
24.340467
180
21
GPS
medium
424
29
Spoofing
near_open_sky
An airborne spoofing device transmits fake signals over an open sky area, confusing GPS satellites above.
38.927716
5.552677
28.817693
48.036749
-77.748677
8
39.765575
0.849914
7.891439
0.959095
36.192822
41.199913
36.203344
48.036749
11.843928
4.440321
12.358448
180
21
GPS
medium
424
30
Spoofing
near_open_sky
An airborne spoofing device transmits fake signals over an open sky area, confusing GPS satellites above.
42.030068
4.375785
34.493002
49.408366
-82.4798
12
53.311812
0.922406
2.651211
1
43.697982
43.022522
42.252397
36.872065
6.825917
301.088914
67.792543
180
21
GPS
medium
424
31
Spoofing
near_open_sky
An airborne spoofing device transmits fake signals over an open sky area, confusing GPS satellites above.
42.284803
4.086031
35.175027
49.316096
-74.522584
12
52.953843
0.756733
4.747493
0.570129
49.316096
40.060948
39.660417
43.867595
9.655679
88.911645
75.96954
180
21
GPS
medium
424
32
Spoofing
near_open_sky
An airborne spoofing device transmits fake signals over an open sky area, confusing GPS satellites above.
39.46768
4.438565
33.005548
47.340771
-77.877551
8
30.927657
0.647556
5.03914
1
41.727326
40.02134
37.093745
39.256886
4.633581
197.750437
13.273725
180
21
GPS
medium
425
0
Spoofing
forest
In a dense forest area, an unauthorized device emits signals that mimic both GPS satellites and nearby radio broadcasts, confusing navigation systems.
32.317578
4.580742
23.156592
39.132857
-80.231737
11
36.06098
0.83662
5.36928
1
36.604156
31.331529
36.490353
29.750284
6.853872
220.706031
13.167669
286
15
BeiDou,GPS,Galileo
medium
425
1
Spoofing
forest
In a dense forest area, an unauthorized device emits signals that mimic both GPS satellites and nearby radio broadcasts, confusing navigation systems.
34.953942
5.052575
26.467351
43.126279
-80.021692
10
45.510919
0.745925
8.817067
0.345149
32.75828
34.668506
37.184068
31.28107
5.902998
16.722468
43.5876
286
15
BeiDou,GPS,Galileo
medium
425
2
Spoofing
forest
In a dense forest area, an unauthorized device emits signals that mimic both GPS satellites and nearby radio broadcasts, confusing navigation systems.
32.449294
7.400746
21.964925
43.242818
-78.612643
12
32.887663
0.839515
6.554755
1
29.463423
30.309086
26.521324
41.260054
14.738729
300.051085
26.410502
286
15
BeiDou,GPS,Galileo
medium
425
3
Spoofing
forest
In a dense forest area, an unauthorized device emits signals that mimic both GPS satellites and nearby radio broadcasts, confusing navigation systems.
35.247372
5.435985
26.127321
43.704924
-79.707817
10
39.898126
0.700119
2.102741
0.946626
34.999274
38.452319
32.742869
36.283616
5.70945
282.552838
11.65761
286
15
BeiDou,GPS,Galileo
medium
425
4
Spoofing
forest
In a dense forest area, an unauthorized device emits signals that mimic both GPS satellites and nearby radio broadcasts, confusing navigation systems.
34.650739
5.692834
24.902684
42.154615
-83.313607
10
34.459903
0.637971
7.600609
0.980414
36.040102
35.169338
35.968142
24.902684
11.137418
288.989082
28.004368
286
15
BeiDou,GPS,Galileo
medium
425
5
Spoofing
forest
In a dense forest area, an unauthorized device emits signals that mimic both GPS satellites and nearby radio broadcasts, confusing navigation systems.
37.646628
5.321627
26.251056
43.737671
-81.587135
11
53.184264
0.83324
7.32468
1
37.534525
39.141791
34.794425
41.457606
6.663181
302.132035
38.760988
286
15
BeiDou,GPS,Galileo
medium
425
6
Spoofing
forest
In a dense forest area, an unauthorized device emits signals that mimic both GPS satellites and nearby radio broadcasts, confusing navigation systems.
36.181797
5.093283
27.929352
41.938445
-79.608842
10
41.448
0.477634
3.957902
0.993005
41.438574
33.941409
null
35.793798
7.497166
296.694267
6.531365
286
15
BeiDou,GPS,Galileo
medium
425
7
Spoofing
forest
In a dense forest area, an unauthorized device emits signals that mimic both GPS satellites and nearby radio broadcasts, confusing navigation systems.
36.909668
3.527435
29.810133
42.73589
-76.116469
10
50.662939
0.281409
10.732068
1
35.719549
37.80273
36.462189
null
2.083181
296.949797
34.160007
286
15
BeiDou,GPS,Galileo
medium
425
8
Spoofing
forest
In a dense forest area, an unauthorized device emits signals that mimic both GPS satellites and nearby radio broadcasts, confusing navigation systems.
36.703478
5.860223
27.664309
44.449414
-81.337047
9
52.979621
0.90305
2.529665
0.771259
37.160661
34.614776
null
37.486368
2.871592
113.071236
38.166261
286
15
BeiDou,GPS,Galileo
medium
425
9
Spoofing
forest
In a dense forest area, an unauthorized device emits signals that mimic both GPS satellites and nearby radio broadcasts, confusing navigation systems.
32.829229
6.10333
23.706397
43.930461
-75.520204
10
33.795346
0.564532
9.17034
0.962298
34.515162
28.408394
31.507836
41.306358
12.897964
282.526419
40.314125
286
15
BeiDou,GPS,Galileo
medium
425
10
Spoofing
forest
In a dense forest area, an unauthorized device emits signals that mimic both GPS satellites and nearby radio broadcasts, confusing navigation systems.
36.377026
4.393187
28.628592
43.273202
-74.387799
9
47.425267
0.85368
5.466529
0.997641
38.097776
null
30.658844
37.488891
7.438932
12.323205
67.275078
286
15
BeiDou,GPS,Galileo
medium
425
11
Spoofing
forest
In a dense forest area, an unauthorized device emits signals that mimic both GPS satellites and nearby radio broadcasts, confusing navigation systems.
34.733822
4.507323
28.177546
41.185369
-81.41616
11
47.294951
0.395524
10.073965
0.999837
33.707879
34.169208
37.809025
35.052459
4.101146
306.297585
16.907319
286
15
BeiDou,GPS,Galileo
medium
425
12
Spoofing
forest
In a dense forest area, an unauthorized device emits signals that mimic both GPS satellites and nearby radio broadcasts, confusing navigation systems.
34.401621
3.834002
29.715816
40.095066
-71.079171
10
44.108818
0.77169
2.919312
0.765278
34.614006
37.803399
34.530995
29.715816
8.087584
132.605867
37.018559
286
15
BeiDou,GPS,Galileo
medium
425
13
Spoofing
forest
In a dense forest area, an unauthorized device emits signals that mimic both GPS satellites and nearby radio broadcasts, confusing navigation systems.
33.169801
5.022493
24.166564
41.209557
-80.294388
12
51.802403
0.842823
6.19078
0.134777
35.278602
40.001324
31.338766
24.166564
15.83476
112.606011
11.020235
286
15
BeiDou,GPS,Galileo
medium
425
14
Spoofing
forest
In a dense forest area, an unauthorized device emits signals that mimic both GPS satellites and nearby radio broadcasts, confusing navigation systems.
34.445975
5.919468
25.684784
43.778922
-84.189056
10
39.90907
0.878958
3.221239
1
38.373454
32.965459
33.955372
34.465089
5.407996
310.262688
41.953754
286
15
BeiDou,GPS,Galileo
medium
425
15
Spoofing
forest
In a dense forest area, an unauthorized device emits signals that mimic both GPS satellites and nearby radio broadcasts, confusing navigation systems.
36.930555
4.668445
29.410253
46.156512
-87.472179
9
43.524849
0.69442
9.072977
1
35.252684
35.885472
36.285757
46.156512
10.903828
274.501062
19.95255
286
15
BeiDou,GPS,Galileo
medium
425
16
Spoofing
forest
In a dense forest area, an unauthorized device emits signals that mimic both GPS satellites and nearby radio broadcasts, confusing navigation systems.
37.048371
3.821369
30.685882
42.497206
-70.669833
11
56.123749
0.866191
5.554969
0.873152
40.530249
34.426009
34.701048
42.05716
7.631151
290.599598
61.240881
286
15
BeiDou,GPS,Galileo
medium
425
17
Spoofing
forest
In a dense forest area, an unauthorized device emits signals that mimic both GPS satellites and nearby radio broadcasts, confusing navigation systems.
35.817926
5.864218
28.217405
45.336481
-80.210872
10
49.114651
0.657139
7.45533
1
36.407333
40.780764
28.645478
36.701592
12.135286
279.438637
17.179556
286
15
BeiDou,GPS,Galileo
medium
425
18
Spoofing
forest
In a dense forest area, an unauthorized device emits signals that mimic both GPS satellites and nearby radio broadcasts, confusing navigation systems.
33.379061
6.190635
23.610217
42.062777
-74.212933
12
43.42962
0.854141
10.065157
1
31.977564
39.455801
30.555415
35.041534
8.900386
170.775672
41.324335
286
15
BeiDou,GPS,Galileo
medium
425
19
Spoofing
forest
In a dense forest area, an unauthorized device emits signals that mimic both GPS satellites and nearby radio broadcasts, confusing navigation systems.
34.650884
7.337756
22.255805
44.49346
-78.294628
11
35.709834
0.836932
2.575646
0.962575
40.208392
34.489777
30.444852
27.195963
13.012429
293.315135
20.8573
286
15
BeiDou,GPS,Galileo
medium
425
20
Spoofing
forest
In a dense forest area, an unauthorized device emits signals that mimic both GPS satellites and nearby radio broadcasts, confusing navigation systems.
32.20058
6.001146
21.137844
41.149207
-73.987145
11
38.589565
0.948008
2.266922
0.573036
31.913665
37.866781
27.9862
21.137844
16.728937
56.987925
26.594223
286
15
BeiDou,GPS,Galileo
medium
425
21
Spoofing
forest
In a dense forest area, an unauthorized device emits signals that mimic both GPS satellites and nearby radio broadcasts, confusing navigation systems.
32.399821
4.486141
23.61546
42.093673
-77.43039
12
41.720912
0.813697
7.894205
0.261442
34.029966
30.713072
null
34.199781
3.486709
123.353307
12.05273
286
15
BeiDou,GPS,Galileo
medium
425
22
Spoofing
forest
In a dense forest area, an unauthorized device emits signals that mimic both GPS satellites and nearby radio broadcasts, confusing navigation systems.
33.504376
5.219563
26.521114
43.109161
-77.956089
9
29.929978
0.676363
4.077692
1
33.376885
27.27517
32.174683
36.193996
8.918826
282.924164
26.322226
286
15
BeiDou,GPS,Galileo
medium
425
23
Spoofing
forest
In a dense forest area, an unauthorized device emits signals that mimic both GPS satellites and nearby radio broadcasts, confusing navigation systems.
37.705342
4.812694
28.011715
44.126208
-77.14086
11
60.610119
0.882302
9.398728
0.588567
41.218958
34.617997
39.509142
33.505328
7.71363
130.207514
29.725317
286
15
BeiDou,GPS,Galileo
medium
425
24
Spoofing
forest
In a dense forest area, an unauthorized device emits signals that mimic both GPS satellites and nearby radio broadcasts, confusing navigation systems.
34.050282
5.587667
26.036583
42.016619
-77.404175
8
46.154926
0.947089
10.724285
1
27.374721
36.848788
34.936227
29.672488
9.474067
7.178203
69.048583
286
15
BeiDou,GPS,Galileo
medium
425
25
Spoofing
forest
In a dense forest area, an unauthorized device emits signals that mimic both GPS satellites and nearby radio broadcasts, confusing navigation systems.
35.508771
5.956998
26.226563
43.122881
-78.760399
12
43.923377
0.763263
6.194155
0.999954
37.083478
33.237211
37.807762
28.277235
9.530527
277.620515
36.392934
286
15
BeiDou,GPS,Galileo
medium
425
26
Spoofing
forest
In a dense forest area, an unauthorized device emits signals that mimic both GPS satellites and nearby radio broadcasts, confusing navigation systems.
34.319884
5.019393
24.273536
41.711146
-74.750006
12
48.172826
0.778954
5.482644
1
40.694171
28.765399
34.433547
37.362677
11.928773
284.909295
27.954895
286
15
BeiDou,GPS,Galileo
medium
425
27
Spoofing
forest
In a dense forest area, an unauthorized device emits signals that mimic both GPS satellites and nearby radio broadcasts, confusing navigation systems.
37.301574
5.871115
27.014115
44.093841
-78.145892
8
44.061747
0.631423
9.637942
0.999847
36.089269
36.653892
null
44.093841
8.004572
265.138512
5.980571
286
15
BeiDou,GPS,Galileo
medium
425
28
Spoofing
forest
In a dense forest area, an unauthorized device emits signals that mimic both GPS satellites and nearby radio broadcasts, confusing navigation systems.
33.067797
4.52732
26.551701
40.542899
-77.832333
11
41.676621
0.799656
2.705506
1
36.364571
31.164109
30.396214
29.017183
7.347388
327.562838
46.917451
286
15
BeiDou,GPS,Galileo
medium
425
29
Spoofing
forest
In a dense forest area, an unauthorized device emits signals that mimic both GPS satellites and nearby radio broadcasts, confusing navigation systems.
35.238827
5.778078
25.233935
44.138337
-73.325962
11
48.69252
0.890206
9.070692
1
34.670797
34.723647
41.749402
34.123534
7.625868
266.902761
58.855387
286
15
BeiDou,GPS,Galileo
medium
425
30
Spoofing
forest
In a dense forest area, an unauthorized device emits signals that mimic both GPS satellites and nearby radio broadcasts, confusing navigation systems.
36.763254
5.018142
26.336833
42.197117
-69.772762
12
38.653302
0.406875
6.746531
0.980186
36.672611
40.72792
34.266975
35.566797
6.460945
297.942125
10.408777
286
15
BeiDou,GPS,Galileo
medium
425
31
Spoofing
forest
In a dense forest area, an unauthorized device emits signals that mimic both GPS satellites and nearby radio broadcasts, confusing navigation systems.
32.397552
6.43849
22.501351
43.804766
-75.711092
12
36.519461
0.937137
4.975139
0.197261
34.147114
40.349937
29.857532
29.014203
11.335734
16.877862
14.327718
286
15
BeiDou,GPS,Galileo
medium
425
32
Spoofing
forest
In a dense forest area, an unauthorized device emits signals that mimic both GPS satellites and nearby radio broadcasts, confusing navigation systems.
35.67663
5.216447
26.748703
43.230961
-82.724596
12
44.704391
0.675878
6.855034
0.979692
39.701513
null
34.653435
28.172411
11.529102
280.333802
26.912483
286
15
BeiDou,GPS,Galileo
medium
426
0
Spoofing
near_tunnel_edge
An adversary sends spoofed signals close to a train tunnel edge, misleading trains by altering their intended paths.
29.151782
5.878862
19.271802
39.803712
-73.568598
10
45.000706
0.485654
2.826812
1
22.259285
30.870126
28.90084
29.537757
8.610842
167.550878
28.016178
180
1
BeiDou,GPS,Galileo
medium
426
1
Spoofing
near_tunnel_edge
An adversary sends spoofed signals close to a train tunnel edge, misleading trains by altering their intended paths.
31.858352
4.441864
25.037851
39.936531
-75.182292
11
54.610736
0.363114
8.723649
1
34.469829
25.037851
28.492244
27.130728
9.431978
160.197398
37.957943
180
1
BeiDou,GPS,Galileo
medium
426
2
Spoofing
near_tunnel_edge
An adversary sends spoofed signals close to a train tunnel edge, misleading trains by altering their intended paths.
31.602512
8.04373
21.109331
43.817329
-70.434855
9
45.698203
0.796352
8.607097
0.999445
43.817329
21.659513
30.772086
33.935519
22.157816
197.960425
35.032004
180
1
BeiDou,GPS,Galileo
medium
426
3
Spoofing
near_tunnel_edge
An adversary sends spoofed signals close to a train tunnel edge, misleading trains by altering their intended paths.
32.99703
4.573391
25.475265
43.439318
-78.308148
12
56.311577
0.326314
1.530839
0.999755
33.804105
30.624809
29.148503
35.669406
6.520903
184.147359
68.978672
180
1
BeiDou,GPS,Galileo
medium
426
4
Spoofing
near_tunnel_edge
An adversary sends spoofed signals close to a train tunnel edge, misleading trains by altering their intended paths.
30.028594
6.3286
21.501301
41.992538
-81.42203
10
37.878318
0.6682
3.829969
1
35.821659
27.15598
24.187689
null
11.63397
182.23387
33.256768
180
1
BeiDou,GPS,Galileo
medium
426
5
Spoofing
near_tunnel_edge
An adversary sends spoofed signals close to a train tunnel edge, misleading trains by altering their intended paths.
27.512773
3.381147
21.567929
33.35027
-77.188877
10
39.890678
0.345649
3.09637
0.942325
28.012686
26.60451
27.238085
null
1.408176
287.858919
49.052046
180
1
BeiDou,GPS,Galileo
medium
426
6
Spoofing
near_tunnel_edge
An adversary sends spoofed signals close to a train tunnel edge, misleading trains by altering their intended paths.
32.161636
4.428865
22.851939
37.866554
-78.466537
11
58.293776
0.873911
8.492482
0.999646
31.485628
34.494354
30.359247
26.130852
8.363502
42.291658
44.808829
180
1
BeiDou,GPS,Galileo
medium
426
7
Spoofing
near_tunnel_edge
An adversary sends spoofed signals close to a train tunnel edge, misleading trains by altering their intended paths.
28.581806
4.821617
23.412417
39.639664
-73.484464
10
30.129883
0.549631
7.39812
1
30.890171
31.822891
26.094881
25.770666
6.052225
187.443051
27.925221
180
1
BeiDou,GPS,Galileo
medium
426
8
Spoofing
near_tunnel_edge
An adversary sends spoofed signals close to a train tunnel edge, misleading trains by altering their intended paths.
33.308126
6.528064
20.188614
44.912147
-75.929108
8
55.719875
0.882393
6.592513
1
35.218392
null
35.092219
20.188614
15.029778
157.005073
74.048994
180
1
BeiDou,GPS,Galileo
medium
426
9
Spoofing
near_tunnel_edge
An adversary sends spoofed signals close to a train tunnel edge, misleading trains by altering their intended paths.
30.207664
5.847334
21.974195
42.106241
-81.479036
10
43.586463
0.89415
4.12544
1
34.057829
27.271657
null
28.379349
6.786173
167.982821
76.636274
180
1
BeiDou,GPS,Galileo
medium
426
10
Spoofing
near_tunnel_edge
An adversary sends spoofed signals close to a train tunnel edge, misleading trains by altering their intended paths.
27.769989
4.336296
23.013755
37.694178
-79.526922
12
40.293924
0.943709
4.794323
0.042521
27.626822
27.085968
30.214961
26.979395
3.235567
50.88574
83.474181
180
1
BeiDou,GPS,Galileo
medium
426
11
Spoofing
near_tunnel_edge
An adversary sends spoofed signals close to a train tunnel edge, misleading trains by altering their intended paths.
29.975289
5.234467
21.221961
37.571357
-78.644259
11
52.263925
0.837611
8.190936
0.599791
32.605192
32.26081
29.255824
26.541171
6.064021
233.78625
66.088751
180
1
BeiDou,GPS,Galileo
medium
426
12
Spoofing
near_tunnel_edge
An adversary sends spoofed signals close to a train tunnel edge, misleading trains by altering their intended paths.
29.980667
6.410625
18.831562
38.683099
-81.798199
11
49.271114
0.923748
8.73272
0.888691
28.158203
32.180531
31.158816
null
4.022329
95.085056
48.850824
180
1
BeiDou,GPS,Galileo
medium
426
13
Spoofing
near_tunnel_edge
An adversary sends spoofed signals close to a train tunnel edge, misleading trains by altering their intended paths.
27.808986
6.559199
18.617438
41.679951
-80.769155
10
32.111958
0.905248
6.231364
0.313582
30.166422
23.532728
18.617438
30.580426
11.962988
104.745602
58.0585
180
1
BeiDou,GPS,Galileo
medium
426
14
Spoofing
near_tunnel_edge
An adversary sends spoofed signals close to a train tunnel edge, misleading trains by altering their intended paths.
32.475757
6.926937
23.608329
43.527902
-79.837416
9
50.645457
0.167355
11.128999
0.981651
25.568552
38.058065
null
31.671948
12.489513
190.869189
16.608641
180
1
BeiDou,GPS,Galileo
medium
426
15
Spoofing
near_tunnel_edge
An adversary sends spoofed signals close to a train tunnel edge, misleading trains by altering their intended paths.
33.546539
5.962255
20.594938
41.204104
-77.018638
12
41.241734
0.092491
10.394764
0.994218
34.052257
29.627386
28.527212
38.755427
10.228215
165.601269
26.675951
180
1
BeiDou,GPS,Galileo
medium
426
16
Spoofing
near_tunnel_edge
An adversary sends spoofed signals close to a train tunnel edge, misleading trains by altering their intended paths.
32.531821
6.166751
20.523458
43.057098
-77.27384
9
56.87924
0.877927
9.751278
0.994013
30.574855
43.057098
32.163813
32.3456
12.482243
210.338794
83.356016
180
1
BeiDou,GPS,Galileo
medium
426
17
Spoofing
near_tunnel_edge
An adversary sends spoofed signals close to a train tunnel edge, misleading trains by altering their intended paths.
31.470562
5.792478
21.409705
41.905122
-80.471031
11
50.381384
0.516355
5.512461
0.991455
31.404962
27.296881
null
34.384215
7.087334
182.547321
27.563037
180
1
BeiDou,GPS,Galileo
medium
426
18
Spoofing
near_tunnel_edge
An adversary sends spoofed signals close to a train tunnel edge, misleading trains by altering their intended paths.
29.902873
8.726911
16.965935
43.539239
-76.760377
10
47.111389
0.944927
3.145023
0.520984
26.921733
21.606405
38.917526
34.033299
17.311122
220.82782
13.131521
180
1
BeiDou,GPS,Galileo
medium
426
19
Spoofing
near_tunnel_edge
An adversary sends spoofed signals close to a train tunnel edge, misleading trains by altering their intended paths.
31.744243
8.360506
15.888163
44.924725
-75.801378
10
45.020961
0.705112
5.745952
0.989365
33.582892
15.888163
null
32.891128
17.694729
178.554031
27.861827
180
1
BeiDou,GPS,Galileo
medium
426
20
Spoofing
near_tunnel_edge
An adversary sends spoofed signals close to a train tunnel edge, misleading trains by altering their intended paths.
34.705958
5.855099
25.33457
41.778187
-77.472953
11
45.826907
0.302159
10.050161
0.956351
37.513623
32.29555
null
35.116651
5.218072
181.172922
34.63384
180
1
BeiDou,GPS,Galileo
medium
426
21
Spoofing
near_tunnel_edge
An adversary sends spoofed signals close to a train tunnel edge, misleading trains by altering their intended paths.
30.379024
3.618682
25.898811
36.678215
-73.098901
10
54.959808
0.810914
7.379015
1
31.180396
31.037513
25.898811
30.412569
5.281585
296.629603
72.179379
180
1
BeiDou,GPS,Galileo
medium
426
22
Spoofing
near_tunnel_edge
An adversary sends spoofed signals close to a train tunnel edge, misleading trains by altering their intended paths.
26.592918
3.940082
20.315601
31.909465
-79.789483
10
37.050356
0.883673
9.183381
0.492378
30.248385
22.884378
25.503563
27.401014
7.364007
269.295871
23.055849
180
1
BeiDou,GPS,Galileo
medium
426
23
Spoofing
near_tunnel_edge
An adversary sends spoofed signals close to a train tunnel edge, misleading trains by altering their intended paths.
30.451605
5.291565
21.666339
37.66826
-74.333922
11
48.404967
0.873515
9.61166
0.896956
31.055317
31.762034
27.412921
31.023938
4.349113
274.869888
40.600745
180
1
BeiDou,GPS,Galileo
medium
426
24
Spoofing
near_tunnel_edge
An adversary sends spoofed signals close to a train tunnel edge, misleading trains by altering their intended paths.
35.48833
5.316727
25.883874
41.968388
-83.276187
12
51.219379
0.076045
9.272984
0.946478
36.32546
null
30.218511
37.048241
6.82973
178.496426
54.321764
180
1
BeiDou,GPS,Galileo
medium
426
25
Spoofing
near_tunnel_edge
An adversary sends spoofed signals close to a train tunnel edge, misleading trains by altering their intended paths.
31.487464
6.009178
20.685386
40.698598
-75.604453
11
51.170247
0.715991
1.680968
1
30.671386
33.980206
27.372815
31.258629
6.607391
156.981986
38.130223
180
1
BeiDou,GPS,Galileo
medium
426
26
Spoofing
near_tunnel_edge
An adversary sends spoofed signals close to a train tunnel edge, misleading trains by altering their intended paths.
26.937754
6.356829
20.10563
42.577023
-75.867087
12
32.388367
0.791479
6.153434
1
23.776362
29.202586
36.042304
26.907059
12.265942
175.653707
58.762653
180
1
BeiDou,GPS,Galileo
medium
426
27
Spoofing
near_tunnel_edge
An adversary sends spoofed signals close to a train tunnel edge, misleading trains by altering their intended paths.
28.936735
7.461299
18.059341
41.863457
-82.70373
10
32.705286
0.645161
5.757231
0.998775
27.751591
29.855608
null
33.290975
5.539383
161.400436
9.252751
180
1
BeiDou,GPS,Galileo
medium
426
28
Spoofing
near_tunnel_edge
An adversary sends spoofed signals close to a train tunnel edge, misleading trains by altering their intended paths.
30.160753
5.157373
23.42948
39.30653
-74.458524
11
40.753998
0.712211
9.93059
1
36.440334
30.010892
25.896606
29.265433
10.543729
199.552682
32.908912
180
1
BeiDou,GPS,Galileo
medium
426
29
Spoofing
near_tunnel_edge
An adversary sends spoofed signals close to a train tunnel edge, misleading trains by altering their intended paths.
32.619056
7.396919
20.24576
44.559786
-80.556186
10
52.540643
0.837442
6.922337
0.835541
35.5859
32.933379
32.704567
27.611796
7.974105
201.572809
57.468217
180
1
BeiDou,GPS,Galileo
medium
426
30
Spoofing
near_tunnel_edge
An adversary sends spoofed signals close to a train tunnel edge, misleading trains by altering their intended paths.
29.944374
6.154687
22.064522
42.359388
-84.122487
9
41.068376
0.445906
7.133221
0.994995
31.614296
38.679645
25.388152
29.906186
13.291492
172.350372
25.878059
180
1
BeiDou,GPS,Galileo
medium
426
31
Spoofing
near_tunnel_edge
An adversary sends spoofed signals close to a train tunnel edge, misleading trains by altering their intended paths.
31.553144
5.710219
18.7415
41.475299
-81.404743
10
50.906581
0.835461
3.648996
0.590486
33.172936
33.671645
23.077237
34.005387
10.92815
141.300409
70.452302
180
1
BeiDou,GPS,Galileo
medium
426
32
Spoofing
near_tunnel_edge
An adversary sends spoofed signals close to a train tunnel edge, misleading trains by altering their intended paths.
31.492538
5.730027
23.510483
41.844959
-81.2147
8
57.236591
0.890482
6.421739
1
null
30.793529
31.284754
35.403152
4.609624
159.03444
74.657852
180
1
BeiDou,GPS,Galileo
medium
427
0
Spoofing
near_airport
An unauthorized device in close proximity to an airport's GPS system sends fake navigation signals, confusing aircraft positioning.
41.705233
4.252982
35.066754
49.719463
-89.16035
8
48.419121
0.560023
7.938629
0.26412
41.760038
40.440297
42.68374
41.717637
2.243443
158.574877
70.883819
79
5
BeiDou,GPS,Galileo
medium
427
1
Spoofing
near_airport
An unauthorized device in close proximity to an airport's GPS system sends fake navigation signals, confusing aircraft positioning.
39.319836
5.932286
30.394292
49.333054
-74.714747
8
44.066824
0.966402
2.336222
1
40.733346
null
38.002604
38.784482
2.730741
203.634647
71.366843
79
5
BeiDou,GPS,Galileo
medium
427
2
Spoofing
near_airport
An unauthorized device in close proximity to an airport's GPS system sends fake navigation signals, confusing aircraft positioning.
41.33617
4.839309
34.076225
48.23523
-82.939821
9
48.757816
0.807709
3.427847
1
41.960295
40.711488
40.264281
44.730424
4.466143
280.482447
56.870162
79
5
BeiDou,GPS,Galileo
medium
427
3
Spoofing
near_airport
An unauthorized device in close proximity to an airport's GPS system sends fake navigation signals, confusing aircraft positioning.
40.130585
4.03386
30.478444
45.063323
-72.614132
11
49.632433
0.524823
6.268723
0.995647
39.797906
40.597864
40.793423
37.875394
2.918029
104.9045
33.728359
79
5
BeiDou,GPS,Galileo
medium
427
4
Spoofing
near_airport
An unauthorized device in close proximity to an airport's GPS system sends fake navigation signals, confusing aircraft positioning.
38.578516
5.785381
30.225208
46.091262
-83.094441
10
40.375026
0.869304
4.911739
1
35.620129
39.495583
40.050182
44.717532
9.097403
68.973434
42.460711
79
5
BeiDou,GPS,Galileo
medium
427
5
Spoofing
near_airport
An unauthorized device in close proximity to an airport's GPS system sends fake navigation signals, confusing aircraft positioning.
38.64307
6.967719
28.672403
48.65423
-80.770761
11
41.778916
0.959075
5.547212
0.340752
41.116406
42.422432
34.108342
36.066113
8.314089
329.821513
10.510484
79
5
BeiDou,GPS,Galileo
medium
427
6
Spoofing
near_airport
An unauthorized device in close proximity to an airport's GPS system sends fake navigation signals, confusing aircraft positioning.
39.959092
4.13912
32.006615
45.453974
-80.711072
9
51.356855
0.912065
6.176863
0.832758
41.332317
null
43.144759
33.340363
9.804397
358.175153
62.768555
79
5
BeiDou,GPS,Galileo
medium
427
7
Spoofing
near_airport
An unauthorized device in close proximity to an airport's GPS system sends fake navigation signals, confusing aircraft positioning.
40.199532
3.331119
32.216527
42.728132
-73.356716
8
48.967027
0.668263
3.633617
1
41.577844
41.161548
null
32.216527
9.361317
291.553358
33.626707
79
5
BeiDou,GPS,Galileo
medium
427
8
Spoofing
near_airport
An unauthorized device in close proximity to an airport's GPS system sends fake navigation signals, confusing aircraft positioning.
40.721367
4.677812
33.062822
46.635408
-77.468137
8
45.686931
0.842846
10.326452
1
43.313138
41.776483
40.40541
35.912115
7.401023
85.9346
28.136191
79
5
BeiDou,GPS,Galileo
medium