Dataset Viewer
Auto-converted to Parquet Duplicate
image
imagewidth (px)
224
224
original_image_index
int64
0
18k
attack_type
stringclasses
1 value
epsilon
float64
0.1
0.5
original_label
int64
0
999
original_label_name
stringclasses
999 values
original_prediction_idx
int64
0
999
original_prediction_name
stringclasses
999 values
perturbed_prediction_idx
int64
0
999
perturbed_prediction_name
stringclasses
999 values
successful_attack
bool
2 classes
0
FGSM
0.1
726
plane, carpenter's plane, woodworking plane
726
plane, carpenter's plane, woodworking plane
726
plane, carpenter's plane, woodworking plane
false
0
FGSM
0.3
726
plane, carpenter's plane, woodworking plane
726
plane, carpenter's plane, woodworking plane
726
plane, carpenter's plane, woodworking plane
false
0
FGSM
0.5
726
plane, carpenter's plane, woodworking plane
726
plane, carpenter's plane, woodworking plane
726
plane, carpenter's plane, woodworking plane
false
1
FGSM
0.1
917
comic book
917
comic book
921
book jacket, dust cover, dust jacket, dust wrapper
true
1
FGSM
0.3
917
comic book
917
comic book
921
book jacket, dust cover, dust jacket, dust wrapper
true
1
FGSM
0.5
917
comic book
917
comic book
921
book jacket, dust cover, dust jacket, dust wrapper
true
2
FGSM
0.1
13
junco, snowbird
13
junco, snowbird
10
brambling, Fringilla montifringilla
true
2
FGSM
0.3
13
junco, snowbird
13
junco, snowbird
10
brambling, Fringilla montifringilla
true
2
FGSM
0.5
13
junco, snowbird
13
junco, snowbird
10
brambling, Fringilla montifringilla
true
3
FGSM
0.1
939
zucchini, courgette
939
zucchini, courgette
849
teapot
true
3
FGSM
0.3
939
zucchini, courgette
939
zucchini, courgette
883
vase
true
3
FGSM
0.5
939
zucchini, courgette
939
zucchini, courgette
854
theater curtain, theatre curtain
true
4
FGSM
0.1
6
stingray
6
stingray
721
pillow
true
4
FGSM
0.3
6
stingray
6
stingray
885
velvet
true
4
FGSM
0.5
6
stingray
6
stingray
885
velvet
true
5
FGSM
0.1
983
scuba diver
983
scuba diver
843
swing
true
5
FGSM
0.3
983
scuba diver
983
scuba diver
801
snorkel
true
5
FGSM
0.5
983
scuba diver
983
scuba diver
150
sea lion
true
6
FGSM
0.1
655
miniskirt, mini
655
miniskirt, mini
760
refrigerator, icebox
true
6
FGSM
0.3
655
miniskirt, mini
655
miniskirt, mini
697
pajama, pyjama, pj's, jammies
true
6
FGSM
0.5
655
miniskirt, mini
655
miniskirt, mini
697
pajama, pyjama, pj's, jammies
true
7
FGSM
0.1
579
grand piano, grand
579
grand piano, grand
513
cornet, horn, trumpet, trump
true
7
FGSM
0.3
579
grand piano, grand
579
grand piano, grand
579
grand piano, grand
false
7
FGSM
0.5
579
grand piano, grand
579
grand piano, grand
579
grand piano, grand
false
8
FGSM
0.1
702
parallel bars, bars
702
parallel bars, bars
416
balance beam, beam
true
8
FGSM
0.3
702
parallel bars, bars
702
parallel bars, bars
416
balance beam, beam
true
8
FGSM
0.5
702
parallel bars, bars
702
parallel bars, bars
416
balance beam, beam
true
9
FGSM
0.1
845
syringe
845
syringe
823
stethoscope
true
9
FGSM
0.3
845
syringe
845
syringe
641
maraca
true
9
FGSM
0.5
845
syringe
845
syringe
463
bucket, pail
true
10
FGSM
0.1
69
trilobite
69
trilobite
126
isopod
true
10
FGSM
0.3
69
trilobite
69
trilobite
126
isopod
true
10
FGSM
0.5
69
trilobite
69
trilobite
126
isopod
true
11
FGSM
0.1
822
steel drum
822
steel drum
875
trombone
true
11
FGSM
0.3
822
steel drum
822
steel drum
875
trombone
true
11
FGSM
0.5
822
steel drum
822
steel drum
875
trombone
true
12
FGSM
0.1
575
golfcart, golf cart
575
golfcart, golf cart
399
abaya
true
12
FGSM
0.3
575
golfcart, golf cart
575
golfcart, golf cart
785
seat belt, seatbelt
true
12
FGSM
0.5
575
golfcart, golf cart
575
golfcart, golf cart
545
electric fan, blower
true
13
FGSM
0.1
906
Windsor tie
906
Windsor tie
419
Band Aid
true
13
FGSM
0.3
906
Windsor tie
906
Windsor tie
419
Band Aid
true
13
FGSM
0.5
906
Windsor tie
906
Windsor tie
644
matchstick
true
14
FGSM
0.1
752
racket, racquet
752
racket, racquet
852
tennis ball
true
14
FGSM
0.3
752
racket, racquet
752
racket, racquet
852
tennis ball
true
14
FGSM
0.5
752
racket, racquet
752
racket, racquet
852
tennis ball
true
16
FGSM
0.1
192
cairn, cairn terrier
192
cairn, cairn terrier
186
Norwich terrier
true
16
FGSM
0.3
192
cairn, cairn terrier
192
cairn, cairn terrier
611
jigsaw puzzle
true
16
FGSM
0.5
192
cairn, cairn terrier
192
cairn, cairn terrier
611
jigsaw puzzle
true
17
FGSM
0.1
191
Airedale, Airedale terrier
191
Airedale, Airedale terrier
189
Lakeland terrier
true
17
FGSM
0.3
191
Airedale, Airedale terrier
191
Airedale, Airedale terrier
189
Lakeland terrier
true
17
FGSM
0.5
191
Airedale, Airedale terrier
191
Airedale, Airedale terrier
242
boxer
true
20
FGSM
0.1
108
sea anemone, anemone
108
sea anemone, anemone
328
sea urchin
true
20
FGSM
0.3
108
sea anemone, anemone
108
sea anemone, anemone
328
sea urchin
true
20
FGSM
0.5
108
sea anemone, anemone
108
sea anemone, anemone
328
sea urchin
true
21
FGSM
0.1
372
baboon
372
baboon
298
mongoose
true
21
FGSM
0.3
372
baboon
372
baboon
298
mongoose
true
21
FGSM
0.5
372
baboon
372
baboon
135
limpkin, Aramus pictus
true
22
FGSM
0.1
765
rocking chair, rocker
765
rocking chair, rocker
918
crossword puzzle, crossword
true
22
FGSM
0.3
765
rocking chair, rocker
765
rocking chair, rocker
532
dining table, board
true
22
FGSM
0.5
765
rocking chair, rocker
765
rocking chair, rocker
532
dining table, board
true
23
FGSM
0.1
473
can opener, tin opener
473
can opener, tin opener
720
pill bottle
true
23
FGSM
0.3
473
can opener, tin opener
473
can opener, tin opener
999
toilet tissue, toilet paper, bathroom tissue
true
23
FGSM
0.5
473
can opener, tin opener
473
can opener, tin opener
611
jigsaw puzzle
true
24
FGSM
0.1
525
dam, dike, dyke
525
dam, dike, dyke
791
shopping cart
true
24
FGSM
0.3
525
dam, dike, dyke
525
dam, dike, dyke
791
shopping cart
true
24
FGSM
0.5
525
dam, dike, dyke
525
dam, dike, dyke
877
turnstile
true
25
FGSM
0.1
639
maillot, tank suit
639
maillot, tank suit
459
brassiere, bra, bandeau
true
25
FGSM
0.3
639
maillot, tank suit
639
maillot, tank suit
602
horizontal bar, high bar
true
25
FGSM
0.5
639
maillot, tank suit
639
maillot, tank suit
611
jigsaw puzzle
true
26
FGSM
0.1
686
oil filter
686
oil filter
504
coffee mug
true
26
FGSM
0.3
686
oil filter
686
oil filter
504
coffee mug
true
26
FGSM
0.5
686
oil filter
686
oil filter
504
coffee mug
true
27
FGSM
0.1
99
goose
99
goose
137
American coot, marsh hen, mud hen, water hen, Fulica americana
true
27
FGSM
0.3
99
goose
99
goose
794
shower curtain
true
27
FGSM
0.5
99
goose
99
goose
488
chain
true
28
FGSM
0.1
127
white stork, Ciconia ciconia
127
white stork, Ciconia ciconia
128
black stork, Ciconia nigra
true
28
FGSM
0.3
127
white stork, Ciconia ciconia
127
white stork, Ciconia ciconia
128
black stork, Ciconia nigra
true
28
FGSM
0.5
127
white stork, Ciconia ciconia
127
white stork, Ciconia ciconia
794
shower curtain
true
29
FGSM
0.1
76
tarantula
76
tarantula
77
wolf spider, hunting spider
true
29
FGSM
0.3
76
tarantula
76
tarantula
77
wolf spider, hunting spider
true
29
FGSM
0.5
76
tarantula
76
tarantula
108
sea anemone, anemone
true
31
FGSM
0.1
550
espresso maker
550
espresso maker
505
coffeepot
true
31
FGSM
0.3
550
espresso maker
550
espresso maker
505
coffeepot
true
31
FGSM
0.5
550
espresso maker
550
espresso maker
760
refrigerator, icebox
true
32
FGSM
0.1
30
bullfrog, Rana catesbeiana
30
bullfrog, Rana catesbeiana
32
tailed frog, bell toad, ribbed toad, tailed toad, Ascaphus trui
true
32
FGSM
0.3
30
bullfrog, Rana catesbeiana
30
bullfrog, Rana catesbeiana
32
tailed frog, bell toad, ribbed toad, tailed toad, Ascaphus trui
true
32
FGSM
0.5
30
bullfrog, Rana catesbeiana
30
bullfrog, Rana catesbeiana
32
tailed frog, bell toad, ribbed toad, tailed toad, Ascaphus trui
true
33
FGSM
0.1
634
lumbermill, sawmill
634
lumbermill, sawmill
431
bassinet
true
33
FGSM
0.3
634
lumbermill, sawmill
634
lumbermill, sawmill
552
feather boa, boa
true
33
FGSM
0.5
634
lumbermill, sawmill
634
lumbermill, sawmill
611
jigsaw puzzle
true
34
FGSM
0.1
907
wine bottle
907
wine bottle
907
wine bottle
false
34
FGSM
0.3
907
wine bottle
907
wine bottle
907
wine bottle
false
34
FGSM
0.5
907
wine bottle
907
wine bottle
907
wine bottle
false
35
FGSM
0.1
979
valley, vale
979
valley, vale
525
dam, dike, dyke
true
35
FGSM
0.3
979
valley, vale
979
valley, vale
839
suspension bridge
true
35
FGSM
0.5
979
valley, vale
979
valley, vale
921
book jacket, dust cover, dust jacket, dust wrapper
true
36
FGSM
0.1
718
pier
718
pier
421
bannister, banister, balustrade, balusters, handrail
true
36
FGSM
0.3
718
pier
718
pier
421
bannister, banister, balustrade, balusters, handrail
true
36
FGSM
0.5
718
pier
718
pier
421
bannister, banister, balustrade, balusters, handrail
true
37
FGSM
0.1
154
Pekinese, Pekingese, Peke
154
Pekinese, Pekingese, Peke
676
muzzle
true
End of preview. Expand in Data Studio

No dataset card yet

Downloads last month
27