Datasets:
AnodeAI
/
Ai_defense

Dataset card Data Studio Files
xet
 Community
1
attack_id
stringlengths
16
16
timestamp_ms
int64
1,767B
1,767B
src_ip
stringlengths
9
15
ip_reputation
stringclasses
2 values
user_agent
stringclasses
4 values
session_id
stringlengths
64
64
target_model
stringclasses
5 values
mitre_tactic
stringclasses
11 values
attack_type
stringclasses
8 values
payload_length
int64
500
4.1k
toxicity_score
float64
0
1
jailbreak_keywords_detected
bool
2 classes
velocity_1h
int64
1
30
velocity_24h
int64
10
400
device_fingerprint
stringlengths
64
64
os_type
stringclasses
5 values
detection_outcome
stringclasses
2 values
defense_layer
stringclasses
4 values
is_attack
bool
2 classes
confidence
float64
0.85
1
DEF2025_00009500
1,766,558,637,623
34.147.195.113
clean
PostmanRuntime/7.32
553dd239e17aa250a2967fe4cf374939a2576765c3aacf1d816d92affc7c1d12
claude-3
credential_access
data_poisoning
2,136
0.414
true
1
20
f615554c302195d5502d2066a63d26e997b76ac89be1c2c311afefcd2db23366
linux
blocked
jailbreak_detector
true
0.96
DEF2025_00009501
1,766,527,677,830
203.211.51.124
clean
PostmanRuntime/7.32
dfc0e286cd0b22cdcc69e7f7b15529f97bd7aded31531b5dade63d3fdd632e20
grok-3
discovery
benign_query
3,264
0.871
false
1
19
1e5b17e37a21684e05ac78d70cbf5e60f7296b4e7bbdb259a58dc319312a3fe3
macos
allowed
rate_limit
false
1
DEF2025_00009502
1,766,521,137,721
78.149.55.182
clean
curl/8.1.2
c81c2c7fe9a214bf2a87a5f62e34e314c565459d3b00cdcf1a59b2d0acce912b
gemini-1.5
reconnaissance
benign_query
593
0.096
false
2
14
a45491dec02a3e73ab6badf8cde8eb79e57998080eeed22891ab755532c6b8a3
linux
allowed
jailbreak_detector
false
1
DEF2025_00009503
1,766,518,617,530
96.115.100.110
clean
PostmanRuntime/7.32
1f086ad51693f7bcb34f54a14cd7e49f9da0d059fd0f09f5c7c4c62f487c5e80
claude-3
impact
jailbreak_attempt
1,661
0.577
false
3
36
58e5810aedace67d278443fbdbbc3e734c68b72cf925e18c8c98afe8dfeca24e
android
blocked
content_filter
true
0.9
DEF2025_00009504
1,766,535,838,196
109.55.112.68
clean
Python-requests/2.31
ca38020db5016ad1a0d5c9cca2096f20f0fff42a0ac13ca83a8dd4154d41e250
llama-3
execution
data_poisoning
2,359
0.644
true
3
31
711e6ee946b486910c7cd1ee5e4a0fb02b915b512737accef6eb4d1760189420
macos
blocked
jailbreak_detector
true
0.94
DEF2025_00009505
1,766,595,597,944
94.72.19.10
clean
Python-requests/2.31
060d0a384f904d3bdabc17c29fd2765d05c0b6330ee4ff3aa99f2ddf37fa9b46
llama-3
reconnaissance
model_inversion
1,509
0.051
true
5
38
f84f0f9d322a4f0faff6e49a77a89a6f1959744da0dc4476962b560b8949c132
android
blocked
rate_limit
true
0.98
DEF2025_00009506
1,766,586,357,528
60.219.201.80
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
08b33df5acefb34c02e4faf31323f9193850ad076d5613c6a37fd1729217f099
grok-3
impact
backdoor_trigger
3,414
0.349
true
19
350
eced9c81531aac8581110142890bb756e51b38b8df4a597bee25f08687cf90b0
android
allowed
jailbreak_detector
true
0.87
DEF2025_00009507
1,766,583,057,480
23.70.217.41
clean
Python-requests/2.31
e9146c30d105c5d35273dd69d272285f7c2e1b1d947bb260c3f8d19d4705dd20
claude-3
persistence
benign_query
4,061
0.819
false
5
31
5fe48d66e243f94408e817031e1f9bf22be743dcd51e9bfd86440eba12be22cd
macos
allowed
rate_limit
false
1
DEF2025_00009508
1,766,523,357,649
148.161.90.114
clean
PostmanRuntime/7.32
72a0fcc94cbcfdf714da167fb86c1c666d4c20713b32274548cd2bce864dd3b7
claude-3
discovery
benign_query
3,186
0.04
false
1
41
867122827620d38406173724a11057e49e50d0bb7c2d102d8f8b0ea40d61a081
macos
allowed
rate_limit
false
1
DEF2025_00009509
1,766,547,658,219
40.112.57.83
clean
PostmanRuntime/7.32
6a8854236a5571a9fced0d5afa74440e974bc7e8a6e6ec3cf44054a6f3d9392e
grok-4
discovery
adversarial_example
3,279
0.821
false
4
16
a697c8aad09d9ecc5373479e5f34d8b26aee1b2df6b099a75403e2b4a2de0c1f
ios
blocked
content_filter
true
0.96
DEF2025_00009510
1,766,522,578,112
174.87.13.100
clean
curl/8.1.2
75cfb6becb1f55ae6b4385f677e381a5d54e6da08bf97b0b21f8da55100428c2
grok-4
credential_access
benign_query
1,169
0.291
false
4
28
7d8a56d644abafb0a590b020b333d2f4fbbaabc4e61164950adad30fb00c3e73
windows
allowed
toxicity_classifier
false
1
DEF2025_00009511
1,766,549,938,105
161.224.179.73
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
b1433b8b8284e48366aff9a06c4a20ace8f33fd693ba610b961579941b925d54
grok-4
execution
prompt_injection
2,020
0.799
false
29
89
7395b918e047f210be060b6f7301cc6dad4db2dcecc70b12d54575c3cc4d2463
windows
blocked
rate_limit
true
0.98
DEF2025_00009512
1,766,595,357,955
215.178.196.5
clean
Python-requests/2.31
d2ecf279f0e6b459dc0ec4fee6949d3155a152ad2fd73fff06e2b3f8c1674511
grok-3
lateral_movement
benign_query
4,042
0.906
false
5
50
450de90384d01baef3ba52aa521569470296a8c783f63f58af51449169510fe3
ios
allowed
jailbreak_detector
false
1
DEF2025_00009513
1,766,533,317,512
71.143.0.230
clean
PostmanRuntime/7.32
805f26ec0388a4d6aa7861e279b1d1c0f687712ce3ad263524e11578f7f88462
llama-3
initial_access
jailbreak_attempt
1,217
0.256
true
3
28
26f1814bfd775190bd2f66a0b033a0fb15ffe65680429b2c132a487eed5c5f62
android
blocked
toxicity_classifier
true
0.9
DEF2025_00009514
1,766,579,998,109
131.183.183.189
clean
Python-requests/2.31
c47f433fd7bff2a74400f7bc279f51ffbdb35378622f97283d7abe27e5c7e9f5
grok-4
credential_access
membership_inference
597
0.831
false
1
39
4326818ee4ed4a71de437d9724498961fb1e433918f3c9819634f995892c363a
ios
allowed
content_filter
true
0.85
DEF2025_00009515
1,766,583,777,945
105.96.8.194
clean
Python-requests/2.31
380689e87fbef875a52b8320e2d1b668d2ab410a11f95005cd136d588635c7f6
gemini-1.5
reconnaissance
backdoor_trigger
1,960
0.192
true
1
28
8f2f015beec9249a6925cdacc1aa18c748cc606f2dd011fc711af6713143680c
windows
blocked
content_filter
true
0.96
DEF2025_00009516
1,766,580,178,207
56.70.39.80
clean
curl/8.1.2
100559bc214de1d01961145ef675e20563c308e37dd69989d9aa0c0045faf31d
claude-3
defense_evasion
benign_query
1,655
0.09
false
1
43
1d28f190d38c719b429aec9f05995389b95c0cf18e998475a9cd6e50df37b7ba
android
allowed
rate_limit
false
1
DEF2025_00009517
1,766,601,837,971
114.2.153.58
clean
PostmanRuntime/7.32
4c7bd9669e2886fd3deafc5c1d40cd37e93fd779f695295f7153bb7b13b5c65f
grok-3
impact
adversarial_example
3,384
0.507
true
1
40
394265b8a2e7083c4fdc7278b4c46a24b9be30ff373bacc9f7fb950616559bf5
android
blocked
rate_limit
true
0.99
DEF2025_00009518
1,766,554,258,076
194.200.155.18
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
00c99a29a23397f045cdce95907fb7afb03c166cf31f8b5299dc9264f72d9f17
claude-3
collection
data_poisoning
2,670
0.939
true
14
54
68cae2537519304f9e6fcf576f15221cdcaf134f41357d454a024f7525ab3b73
windows
allowed
jailbreak_detector
true
0.89
DEF2025_00009519
1,766,591,517,775
161.237.202.223
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
ad160b696f6e09af8cdc5a5d38d16003031ab2f70825eef4cba7ba4680301b51
grok-3
credential_access
prompt_injection
1,906
0.637
false
17
247
21ae76400887b1fea44f6f28f6f9353d787220e7d5316743ec9fb7d4f24222c8
android
blocked
toxicity_classifier
true
0.98
DEF2025_00009520
1,766,524,977,886
188.62.31.195
clean
curl/8.1.2
731717dd3b6e42fd6c3e3625cf47328cb87436e4f4c294ba5e9603f4596747ae
claude-3
initial_access
data_poisoning
2,540
0.66
false
1
42
fe0eb7be517a7f1d98dc9a91a70c9ba878c5366d56cbf59f03b166dbd860f098
linux
allowed
toxicity_classifier
true
0.88
DEF2025_00009521
1,766,521,137,503
155.175.12.195
clean
PostmanRuntime/7.32
672cce0662ec7cb20afb8c652b1d2770ba85b2bce52ed7c56a5daeaabdf5e352
gemini-1.5
discovery
benign_query
1,633
0.444
false
2
40
03551b46216dbb3157e9d88683f6916781c293efb442c62f812b7f2ce9363df9
macos
allowed
content_filter
false
1
DEF2025_00009522
1,766,578,917,739
188.69.165.5
clean
curl/8.1.2
293811cee005baa652248a7ac359f8e89d4fe35e67524b0c5b18d64111dc227d
grok-3
initial_access
backdoor_trigger
3,324
0.967
false
4
13
f68b7918a980d9d03bb48ff661516bbb951263faac22be677cd897ccaa586e74
ios
blocked
toxicity_classifier
true
0.89
DEF2025_00009523
1,766,539,978,138
103.48.102.152
clean
curl/8.1.2
06c1f8632e525cd9d8ac934e61ad395df992c196c5d28e6474299080af826afe
claude-3
lateral_movement
benign_query
3,536
0.055
false
5
25
f1fd0285c6e371de5998179b9bd442c9df5ebbc9cd2912841271dbe143d81070
linux
allowed
jailbreak_detector
false
1
DEF2025_00009524
1,766,566,857,588
126.119.25.231
clean
PostmanRuntime/7.32
188343c415decd75889049bc295a798ebb53bc8d662b66402311607a7662aaea
claude-3
execution
benign_query
2,398
0.233
false
4
18
224d54d75644a54a11fc58be741a7306ee278fdd2a5b1455de2ab26720b4e26f
ios
allowed
rate_limit
false
1
DEF2025_00009525
1,766,518,078,269
199.63.223.230
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
3d7668b6535ae2a9479c3015a79d402d3cb85f210c32091b1c3a173140c73963
llama-3
persistence
data_poisoning
2,110
0.611
true
24
214
48e681c1d8218fbcc97491e6d7fdc3a661e4ee70c0af45dd12914a1b73aaad31
android
blocked
toxicity_classifier
true
0.93
DEF2025_00009526
1,766,549,818,093
158.155.160.85
clean
Python-requests/2.31
0246f8137229a735fc2017c5dc6bf8dc52303ae0d9ee8ecf50bcdea4a9faf14f
grok-4
credential_access
prompt_injection
3,073
0.389
true
5
47
61d2ef823e94b2f6119adf081db3f361249b6124d1aae92acd3e8ea13c4b7d72
windows
blocked
content_filter
true
0.87
DEF2025_00009527
1,766,586,478,336
129.17.54.200
clean
PostmanRuntime/7.32
8cffe351ce4805432c48286c12f3a7d4c0230779cde1d6287182fc6ad68539c9
grok-3
credential_access
benign_query
1,721
0.889
false
3
34
210236980daf5220252d2fd2e36fa80c4ce69c31243545c4f961478a75ebada5
windows
allowed
jailbreak_detector
false
1
DEF2025_00009528
1,766,598,357,614
57.113.69.53
clean
Python-requests/2.31
c42597a34a63fe1da3132330c6351f8ccc27ebee2e8f9068bdf1a2b59248ed03
grok-4
credential_access
benign_query
1,842
0.77
false
5
17
355e55c9d098d8d0a804bd62600ee48793210266efad32edd246b8f772baa4a0
macos
allowed
jailbreak_detector
false
1
DEF2025_00009529
1,766,572,678,338
96.81.237.74
clean
Python-requests/2.31
7a4d3061364633657e72efcd36517414f5a6dda9af4449838c527449549c2592
claude-3
credential_access
benign_query
3,036
0.768
false
3
22
5e4242f963bc7cd0173dc0144afada9a6d7caacb104c2455fe2c326a9d9967f8
linux
allowed
rate_limit
false
1
DEF2025_00009530
1,766,551,317,729
133.195.205.115
clean
Python-requests/2.31
667b0c45ee5641bba82459ce96cabc8d105fb2a821dff46ebdef263081d3a342
gemini-1.5
impact
benign_query
1,629
0.067
false
5
31
bb5e74106675a0d75f3c478c7f37909b97ccfde07133d8389a98c4aa300b0cbd
linux
allowed
toxicity_classifier
false
1
DEF2025_00009531
1,766,591,637,803
29.46.122.145
clean
PostmanRuntime/7.32
b6e4f8eaaa7c99e1538ab70434207a001aea6b42237e60b46341acf927615a6b
llama-3
persistence
adversarial_example
4,021
0.34
true
5
15
65dd8fc419b7eb8e680e67ddb679858c87cdc4727acd57c5f5bb66ddc916f216
macos
allowed
content_filter
true
0.95
DEF2025_00009532
1,766,537,818,089
81.59.66.39
clean
PostmanRuntime/7.32
6c1f3d73109d9c8850d6c4e10c5ea7c62f89111622f5e50cc72abde82904c522
grok-3
discovery
benign_query
1,199
0.519
false
1
16
63dd68b655897f7a1f52cbcdff337a35d9ee8cbedcd7370c1e4d9a5911e4354e
windows
allowed
toxicity_classifier
false
1
DEF2025_00009533
1,766,580,358,441
18.224.121.197
clean
PostmanRuntime/7.32
1fe375b350dfa9103385321aacc144a16001d95e43e38f328977db090d5a9f77
grok-4
exfiltration
benign_query
2,848
0.572
false
4
18
d1e75c1af0c6fd3dfd28b7103232bced8b86efaab089e0e66cada65bc0a56003
windows
allowed
toxicity_classifier
false
1
DEF2025_00009534
1,766,588,038,215
122.231.137.198
clean
curl/8.1.2
90b4f615bcb587a14d48d50f645223a6431cf43c2bdd0c566d43b9d3fa84dc50
claude-3
reconnaissance
benign_query
2,183
0.931
false
3
36
44ce52386bc44ff1fb12fcba2419233dcff97f0399e6d1a2603552b83c97d5b2
windows
allowed
toxicity_classifier
false
1
DEF2025_00009535
1,766,568,658,433
145.25.69.158
clean
PostmanRuntime/7.32
3f7d93d1b5b0d6035332f6f8a156a7bce4b31e91943e702d016f50928a7755ab
grok-4
collection
benign_query
2,070
0.136
false
1
50
29ceac4b94ace8d64edfe703d49d34f5652dc789ae649f176ba79efd110939af
linux
allowed
content_filter
false
1
DEF2025_00009536
1,766,580,237,660
30.4.254.166
clean
PostmanRuntime/7.32
66b2fb4476190806819dd276d2b02b7c4d81cf06782fe3269fc166853d477d4b
grok-4
defense_evasion
benign_query
834
0.999
false
3
43
db168a101c876ee07bf5e25231540f8c687ff22f3e7d89e5143fd7be16c9949c
windows
allowed
rate_limit
false
1
DEF2025_00009537
1,766,588,277,489
18.85.120.25
clean
curl/8.1.2
cc3292f79401ffb388ee9060ec64e1de654e130ca800d9b418aceaf154244ba6
grok-4
execution
adversarial_example
1,531
0.509
false
5
34
658b4e7494bb0ac0ea9ac54d2b7e4538422407326e03287a259bc68c74616a4b
ios
blocked
jailbreak_detector
true
0.92
DEF2025_00009538
1,766,596,078,367
213.16.212.37
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
7d0d68c2c96a09725121c54b65f90abdd1af7c63c252764c185b04a4da1c69b5
gemini-1.5
execution
data_poisoning
3,077
0.191
true
8
213
82a179be5adac213ce289a5226c8eea64595e1ab86bd7466aa663aaff33f1d21
android
blocked
toxicity_classifier
true
0.99
DEF2025_00009539
1,766,526,958,382
122.224.252.147
clean
curl/8.1.2
12bc926ace0bd10260e22e4a69e55b56f9d408daefc84567cf9295cd965db9e1
llama-3
reconnaissance
benign_query
3,432
0.652
false
1
30
8cc6eb6c4569b722f875ea959275f9676cfd4808bbf783d716b10355fc703102
linux
allowed
jailbreak_detector
false
1
DEF2025_00009540
1,766,570,518,252
24.28.24.216
clean
PostmanRuntime/7.32
17c9150753f18d71795baff5f3cc2ce896f03665d0f88b7dc62787763e6046ab
gemini-1.5
reconnaissance
jailbreak_attempt
3,777
0.29
true
3
50
8a565db4cd698e1898b16e3e18ae511aad12bb0fb8b10110a2d9de4b24920fef
macos
blocked
toxicity_classifier
true
0.88
DEF2025_00009541
1,766,557,858,322
71.106.54.145
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
b92ac924cc99b7bd1c708836c394a5dde38723866522c0e50298a4be9ff404a6
claude-3
persistence
data_poisoning
2,476
0.158
true
26
220
56a4a46bf0c18cc3fbc3564e26737e61879243418fd559a7739cefaa3ff1cae2
linux
blocked
jailbreak_detector
true
0.97
DEF2025_00009542
1,766,542,378,289
199.101.50.41
clean
Python-requests/2.31
6220595edad329b62a3a66b6b9a24435e33a58a9df5662c120dee758cc364d51
grok-3
execution
benign_query
3,346
0.675
false
1
48
0d14b8dca942506d3147f16ef3fb9f86cb8a7347496ed1bd85d1c42f5e58d52a
linux
allowed
toxicity_classifier
false
1
DEF2025_00009543
1,766,597,938,202
73.178.155.106
clean
Python-requests/2.31
54878fc0deafb70d56941979712c49a98a50a6ffefb6ae8d3c5029a9bb2b3830
gemini-1.5
persistence
benign_query
2,046
0.979
false
5
34
6a47e70036fec1f91ade9f496d073ad9dc4fb64d35c8d2af344bf97516396cc2
windows
allowed
content_filter
false
1
DEF2025_00009544
1,766,571,297,833
74.0.198.177
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
c42ec67a5bd070d2dd7a22da0f9d7bccd04f851cdf2a6f0aaa53b570c0da276d
llama-3
defense_evasion
jailbreak_attempt
859
0.668
true
25
197
8cd37a69401295bf6289f729b032110e88fa45254648aae1b79a83e2696e9eaf
ios
blocked
content_filter
true
0.97
DEF2025_00009545
1,766,528,877,615
69.168.129.46
clean
curl/8.1.2
033a3aa011cd8ac715513180a748a9c99914b7d6d49ce8a14ba2d30328035ef5
grok-3
exfiltration
backdoor_trigger
3,680
0.743
true
4
10
b93e930ddbb49d9e111b669bea4cf3525ad4a8dc20e24862e83231a992456e20
ios
blocked
toxicity_classifier
true
0.86
DEF2025_00009546
1,766,598,898,093
108.230.246.228
clean
Python-requests/2.31
ec0c2b6bce9e45f0802d99fd576d2a77e30efe01216ae2744e67e56958bdedb4
claude-3
initial_access
adversarial_example
565
0.269
true
4
13
c58853cb68f7ce09a63dda4d49688e44690cebb135112467a8f688d0dac59b2e
android
blocked
jailbreak_detector
true
0.98
DEF2025_00009547
1,766,593,138,102
188.18.39.72
clean
curl/8.1.2
2ca8257d9c32f0043ddc6377fa2afbba025e0e2f83df0071a9625ec921846deb
gemini-1.5
impact
benign_query
3,219
0.259
false
2
24
6b42d71c12c91314b031a2da0a3cbe454d923467047ff90ab2d18ba621b8140a
macos
allowed
rate_limit
false
1
DEF2025_00009548
1,766,593,377,759
107.103.218.59
clean
curl/8.1.2
16b1ee6bdfde4505e5f449900a29322c6d246933829bc5fb84419b2760391b27
grok-3
collection
adversarial_example
2,180
0.04
true
2
17
6c397d7d80e967d309b59678af40892083bb689a0f1942d2d50e286bc28527a7
ios
blocked
content_filter
true
0.88
DEF2025_00009549
1,766,578,797,690
184.189.139.92
clean
PostmanRuntime/7.32
ceb32e5b68923f206b7b5dd90bf8f4c676bbaed2c506b144afcd4b303665ccf0
grok-4
persistence
membership_inference
1,619
0.228
true
5
19
39062f6c6de14c7a425b0d39b1504fb8bb038f8df2f6ed88a9bbf83046e26376
android
allowed
rate_limit
true
0.98
DEF2025_00009550
1,766,550,778,371
82.76.0.12
clean
curl/8.1.2
61d5ab96e3285ad9ee8b70d0a919ea857687b7b7a363f5d32ca68363cdec5f08
llama-3
collection
data_poisoning
2,036
0.858
true
3
29
0f67f6b33b05223bdcc262509ee535cbfab36fa95e895330f959ba718d94f296
macos
blocked
content_filter
true
0.86
DEF2025_00009551
1,766,526,958,171
217.96.67.75
clean
curl/8.1.2
fa3a88b7855b3d2e6f7f97a54d833253ea11165a88bdd36657faf26957b3ff10
grok-3
exfiltration
membership_inference
537
0.555
true
1
14
d363eb17627878129a61104e4204be3439f893d3b99d2a9275dd07b095223075
macos
blocked
content_filter
true
0.85
DEF2025_00009552
1,766,560,258,255
81.199.73.246
clean
Python-requests/2.31
3f7d02f78fdbb1f88b17186178297940ac1cf41ef16d27d44dae5844448d370b
llama-3
impact
benign_query
1,519
0.988
false
1
22
8e020a38e1a46534db950b799c5d5523dd2016ac9ca722c213af68c7e010ed36
macos
allowed
content_filter
false
1
DEF2025_00009553
1,766,522,098,396
151.199.135.252
clean
curl/8.1.2
da440641e0a8d0a80fa474710eeb29d14dc85d30c3d9ed1c6bd0ed7201b4808e
grok-3
reconnaissance
benign_query
2,630
0.726
false
3
34
220578e8ec46ff1ab412a707dfbff344912c1a1d86b1f8e574c599cdda2d74b8
linux
allowed
rate_limit
false
1
DEF2025_00009554
1,766,528,577,853
19.111.222.138
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
340a22386f447ba8e6869ed727882286b3f9fb02f21770773bfc6bdb0d63a1dd
llama-3
impact
backdoor_trigger
3,240
0.813
true
21
332
51efc874aea62e09e3756afd5d3b85458ba3ab426a03de6cfd16f9e19df589d9
ios
blocked
content_filter
true
0.92
DEF2025_00009555
1,766,551,078,067
3.25.4.140
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
76bbcaf5f4968b366bca46e1620c8580d257f5fa83e53e77ea3e8af8f1c5d960
grok-4
lateral_movement
model_inversion
1,153
0.262
true
8
269
bf5a259a6011fd02139d6102d159e32714723f12c5875d6c2c5d40eee859d4f0
android
allowed
content_filter
true
0.98
DEF2025_00009556
1,766,588,518,466
28.119.247.164
clean
curl/8.1.2
c3ea98d0ee5f0a84bfd4b3f0408224156b3d93f7952899bb34471433d0543b84
llama-3
persistence
prompt_injection
981
0.812
true
2
35
8dd7b616a8c69dfc6119e29f43da263a77f986a721838b1ec92b2af085d8eebf
android
allowed
rate_limit
true
0.93
DEF2025_00009557
1,766,560,018,097
16.178.202.105
clean
curl/8.1.2
1af035e61c6af85305e8a7d648d850bfe2b4cebcdeff482161da7b7cfbb86f00
claude-3
impact
benign_query
3,189
0.843
false
5
34
d5eb99d2535affc1a7154bdd8935396788df741514738e86077cd8fa9fc44526
macos
allowed
content_filter
false
1
DEF2025_00009558
1,766,528,877,532
147.104.89.90
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
22f9bd4bed827b9bb7d612446fdea76d4d4890c5e0ed6f4b90ceb341facafdbb
gemini-1.5
lateral_movement
data_poisoning
3,159
0.809
true
22
316
b6fe27ba745aee5ff337d717a3a1b1f925cecd771cf0d40a548cf24ba3c3094d
ios
blocked
toxicity_classifier
true
0.97
DEF2025_00009559
1,766,581,257,680
97.245.149.72
clean
curl/8.1.2
f7fc03f916808635967d892cbb011183b46ed4209ecfc44828b17fc8d2674775
claude-3
reconnaissance
benign_query
1,896
0.796
false
4
31
aff836a753d6a957f29574e4cd9f23b01b90ae544bae025e5669b05a1a1fe671
windows
allowed
toxicity_classifier
false
1
DEF2025_00009560
1,766,550,058,084
10.36.242.82
clean
Python-requests/2.31
3a9425779de994fb8ee967a84388c5f6600620ca3c3f94ba4ce8580634f9f9dd
grok-3
discovery
benign_query
3,648
0.245
false
2
21
3a3034971ee03c8b671aa3cdbb1c8b30eae5f1ca911cb4b28d1709a6aa8c83df
macos
allowed
toxicity_classifier
false
1
DEF2025_00009561
1,766,523,357,787
186.186.14.83
clean
Python-requests/2.31
38531d670b0032dad39b5bbe2522ecd84dd46cd793d17015620bf374b7d52e46
grok-3
reconnaissance
benign_query
2,454
0.795
false
5
30
80c9ea03ab2d0142c5fe19c24cac676ba62e2ad81f4b6ad49298693884b25fef
macos
allowed
jailbreak_detector
false
1
DEF2025_00009562
1,766,561,997,739
101.186.198.58
clean
curl/8.1.2
da19fb6ed6812b63908334d40cae9a1432f11789644bb64c8e6c40fc5aef8dad
llama-3
lateral_movement
benign_query
3,671
0.017
false
1
15
62e4ac1eba1eff98be516fa72422efd3731418b68789a608f52228dcf612546c
windows
allowed
toxicity_classifier
false
1
DEF2025_00009563
1,766,555,937,951
71.188.88.167
clean
Python-requests/2.31
2ef8723a5ca801adfbdb6caead81db02c23e81da64d25597a6611803436e8b3c
grok-4
credential_access
jailbreak_attempt
2,883
0.483
false
4
12
991c479b13b04992a833fbea156ccebdae7d30fb3285aca21c628a1685260219
android
blocked
jailbreak_detector
true
0.92
DEF2025_00009564
1,766,599,917,683
221.219.38.190
clean
PostmanRuntime/7.32
3ee128c4b17252f21ea7fa5de8bfb0bd2dc9845f401df2a32a37c42a2f0138cb
grok-3
reconnaissance
benign_query
3,326
0.479
false
1
19
bc0f4ef08fc7e34f83211443422947c71c33dabd111660b326e1938039e4a330
linux
allowed
rate_limit
false
1
DEF2025_00009565
1,766,558,277,819
99.29.137.49
clean
PostmanRuntime/7.32
2bfab398554701cbfde6c68e41dcced90f66ef9fa1083cc62de65b83e665b68a
grok-4
exfiltration
backdoor_trigger
3,607
0.372
false
5
34
831a08c858b9df139e1c6d224b3a432d2acb33ce02b897a0f0f09521cb7a38ee
android
blocked
content_filter
true
0.87
DEF2025_00009566
1,766,547,357,923
117.105.190.245
clean
PostmanRuntime/7.32
52999285ee32f6a7d50b23d767e081bfd06eb6d0b7bd266c587c8473479b3818
grok-3
impact
benign_query
3,412
0.534
false
2
11
137ad6e596535bb2c9043673d4d6197caa3e8ba47a3b1da0316dc69a653bf09f
macos
allowed
rate_limit
false
1
DEF2025_00009567
1,766,527,978,059
192.71.48.13
clean
PostmanRuntime/7.32
4c8a0921744cb496b90252ec573e1839b871948a1bb2ed86ae44e0c59d3e4c0d
grok-3
exfiltration
benign_query
2,059
0.437
false
2
13
697ed352f677a09d42c8135123fb40df49b31ead130ed671519c43c42552a5fb
windows
allowed
content_filter
false
1
DEF2025_00009568
1,766,580,298,259
59.149.147.221
clean
PostmanRuntime/7.32
1a326fb9940b01364d28db59c8eab79b49dfc32fc22abe3ebaa5800ed432343d
llama-3
reconnaissance
jailbreak_attempt
1,337
0.526
true
5
30
04f8d3b5f3568ca6f2c621ce9f35f97f1f78f1d770ffa2078fe785604f27b809
macos
blocked
content_filter
true
0.95
DEF2025_00009569
1,766,545,077,937
136.226.61.157
clean
curl/8.1.2
32106382cfb77d787b04141c4d2ec7e2e3aa6e0edab8adde516157be46065003
grok-3
defense_evasion
benign_query
704
0.078
false
5
12
7a39c7691eaaad3336ec896a9ea83107404e1058295c23298c69b64d3b8231f1
android
allowed
content_filter
false
1
DEF2025_00009570
1,766,599,258,383
145.222.189.49
clean
PostmanRuntime/7.32
e5b09b7086cb889285122fd9170edf8ff0fe3ce6ed06882748b5e0e28a1dd50e
grok-3
exfiltration
benign_query
3,584
0.915
false
3
25
74f590c9c587ea4d728a0af4a99ce9deeeb324840bce7fab0b02156a5e7a134a
windows
allowed
toxicity_classifier
false
1
DEF2025_00009571
1,766,534,277,964
220.194.214.185
clean
curl/8.1.2
0737555bef49f49e99c72226f3a5544c422548282bead7d7aa83e3dd905a8058
claude-3
reconnaissance
benign_query
1,416
0.097
false
1
22
5d34186fd70b5548d0e0a9c04ba4f803f3911cf8b7808e4eced2a9ce396fdfde
linux
allowed
rate_limit
false
1
DEF2025_00009572
1,766,548,798,259
141.93.10.46
clean
PostmanRuntime/7.32
4d2ec95f0fc24c53667e982c7faa1a25c0b1f16c0dac8f7e070477f6d36bc209
grok-3
credential_access
benign_query
3,501
0.77
false
1
12
6acab948b6f84c319f7b19581c5ec840a32b64a51d6e76a3c42a60d80b54d1f9
linux
allowed
toxicity_classifier
false
1
DEF2025_00009573
1,766,549,217,582
11.1.91.138
clean
curl/8.1.2
9952e48d6f39e932a92d93fb872cd3bfa2f3796dd0643e5775adbd1911ff829f
grok-3
defense_evasion
benign_query
3,377
0.257
false
4
47
b7382676ba2b760975154740f7b78adffc78404d9a8bc15f7b5fed94290347df
macos
allowed
jailbreak_detector
false
1
DEF2025_00009574
1,766,535,237,734
59.115.182.97
clean
curl/8.1.2
5f3ac75dfc3fff3555f62cf5e878ab9411eff74d7d3b66ea3296577de489df49
llama-3
exfiltration
benign_query
3,513
0.576
false
2
34
3ce0de019604b75e09362d368e456f36afdb35ec873948c2962938ac849f6875
android
allowed
rate_limit
false
1
DEF2025_00009575
1,766,588,638,374
183.254.166.111
clean
curl/8.1.2
ad0b912539fdf661005afba59d311d7638214508abb2214eafc6b0857086a1a0
claude-3
lateral_movement
benign_query
3,515
0.133
false
3
37
3dfc025c5493a1b140ccbd41c0bac66c9d6a6535ad312077273cd6259cf67eba
android
allowed
content_filter
false
1
DEF2025_00009576
1,766,553,178,514
163.198.235.32
clean
curl/8.1.2
2ee6b36bc9d3885488148811a5d987414a111ebcba6d173551850005c8b9e472
gemini-1.5
reconnaissance
benign_query
1,414
0.533
false
2
33
3c2557aae9ddbb1d4f787bec9709b210c1f2c7ba6458f40947e80807df3c7c5c
macos
allowed
jailbreak_detector
false
1
DEF2025_00009577
1,766,540,517,715
110.235.185.115
clean
curl/8.1.2
bb6b605b51bba8f4d338ef4ed5217636c8f8dfefdd7c0dc7e939fb28ab78c95e
grok-4
collection
benign_query
3,096
0.475
false
1
43
6442964b55c4b3b1a2f1e10c1f2cc9a65abb06239441ef153b2cc0536db5a782
android
allowed
content_filter
false
1
DEF2025_00009578
1,766,566,617,604
75.108.5.76
clean
curl/8.1.2
a47cdec8bdf9b340734531a28c8ca4dff83e95cc8d9a3127e99374bcd694ad3c
claude-3
discovery
backdoor_trigger
4,070
0.556
true
1
40
f1e546f96ad4c6861597c3b6dd25fa62c9dd75c269c6ab7aafc1cc3358de72a5
windows
blocked
toxicity_classifier
true
0.93
DEF2025_00009579
1,766,600,938,463
127.42.189.104
clean
Python-requests/2.31
7a83f58a24ff8ab03ad99133f8aa3968ae6107fa4c3c491a9dda392315f9aa30
llama-3
lateral_movement
jailbreak_attempt
3,080
0.809
false
2
41
f41170dbd127f33396988bed1a12affa605a5eaa70d5f13cdd93e4e095838247
macos
allowed
rate_limit
true
0.88
DEF2025_00009580
1,766,540,158,234
25.99.214.153
clean
curl/8.1.2
00d39c2cacd492e00e38e1ee5c5ad976135af7ae7650c8b9b740c21548d36e59
gemini-1.5
discovery
benign_query
3,445
0.317
false
1
29
e6ea124a833a66a5e4f33aaee672088cf2deb3e121de94f7cb3f1e3f661b2033
ios
allowed
rate_limit
false
1
DEF2025_00009581
1,766,593,078,135
110.5.178.121
clean
Python-requests/2.31
6ffd8668f98f488be04f32a6888572eb32edfc51dc2c196ccb5e72405ff71fba
claude-3
persistence
benign_query
3,619
0.951
false
4
25
cb98d1f2021b37a7624ac30635916406c4531821a553682d22639ade5b28ef2b
android
allowed
jailbreak_detector
false
1
DEF2025_00009582
1,766,595,838,407
94.173.225.82
clean
curl/8.1.2
1a2cf62f7b2d3ccc9fc66acfef4d3b2d6f13345c8c5c804202ec1eceac4c3cad
grok-4
persistence
adversarial_example
2,115
0.22
true
2
30
29bd7d2072f6260894c0bea178c917cc9309aa9a10d2706fd768873e4bfe16e3
windows
blocked
jailbreak_detector
true
0.93
DEF2025_00009583
1,766,579,517,860
177.205.64.89
clean
PostmanRuntime/7.32
534554293714dafc7005c14ed25e707feac13d227e2a834d872160aa3d2a91eb
gemini-1.5
discovery
benign_query
1,654
0.18
false
3
34
ef4c7a8421b19c499d308c935c5eca322952a3d2271b36dd8511d0bc9610c204
android
allowed
toxicity_classifier
false
1
DEF2025_00009584
1,766,534,997,860
71.246.172.91
clean
Python-requests/2.31
bc5dc06364ddc0218955c83db156b9b144860087f4fcb765896083e2a24a1aab
grok-3
impact
benign_query
1,062
0.357
false
2
42
4a11af0744cb17533562f38a02ee7cf607d7041bbb6647df58d3ef62d3d6aa78
android
allowed
rate_limit
false
1
DEF2025_00009585
1,766,523,358,365
63.254.40.174
clean
PostmanRuntime/7.32
1b4e4ab5929274a7a0fe76eedce7bd45803a72a6f84b906076e33fc57cbe58f8
grok-3
execution
model_inversion
508
0.471
true
4
45
7079d1aa864696bdb441d08f3688c88a3c89049b130d9fd465b74dca304c7af9
linux
blocked
jailbreak_detector
true
0.89
DEF2025_00009586
1,766,583,657,600
91.231.112.181
clean
curl/8.1.2
fb189f320fe784d72c0290ea8d1630c850eade217eaf078781c85aa0b34828bb
claude-3
persistence
benign_query
1,575
0.54
false
1
38
94ed2663e861652f7c7f15a4494ff4b8ed21f26ea49aad9113820f803fe5286f
android
allowed
rate_limit
false
1
DEF2025_00009587
1,766,556,537,599
203.230.69.175
clean
Python-requests/2.31
2e772745d06ece54ae72ce1df7dd266f68fe83063f5a563b9299807a9a1a30a0
grok-3
impact
benign_query
2,331
0.937
false
3
24
1baa3d52489c4e27a3532b1c1993bdf58419c82b04a1faf7de7941be8de33fc9
linux
allowed
jailbreak_detector
false
1
DEF2025_00009588
1,766,518,317,968
110.54.10.176
clean
Python-requests/2.31
f739900580f4b739b850841d8e2ecc68dce2b2a1fe4ecb8522df342cd8da95dc
grok-3
credential_access
membership_inference
3,738
0.362
true
5
33
14e7de308995f24e27f47ff8ffd9c22bb58cadedf5a1ebe3613e026353d0a117
android
blocked
jailbreak_detector
true
0.95
DEF2025_00009589
1,766,552,638,564
118.213.221.154
clean
curl/8.1.2
0a677205fdecccefede3566fea30270da5e2ff15c9c18d894386a438e1641bb2
grok-3
reconnaissance
benign_query
1,450
0.992
false
2
30
0f76c008b3ea366d90df9d4f2952d2fb7a3621b62e579a6c3eb0adbb09861e14
android
allowed
jailbreak_detector
false
1
DEF2025_00009590
1,766,556,957,795
32.29.21.157
clean
Python-requests/2.31
998f00fb73180ecb907418ece318e0aaa80fc56e5c563fa54f7585a21f75d1eb
claude-3
discovery
benign_query
2,568
0.714
false
4
12
e4cd2c712c792f56cafd5db3d2b48cac82c44fdf24ccd0616c49fac8dc9daa93
linux
allowed
rate_limit
false
1
DEF2025_00009591
1,766,564,757,973
92.210.142.72
clean
curl/8.1.2
81c2b0c2a9c12f2c79d22fcb3a049c475695ab2f3ae2ea501e08c1ae6b56ce4b
gemini-1.5
impact
benign_query
3,473
0.463
false
2
31
d6f9e7515c353f4dff0383464874fff8adde46c3821a9be14048eaf2a7a84aef
android
allowed
rate_limit
false
1
DEF2025_00009592
1,766,542,197,760
81.172.91.198
clean
curl/8.1.2
1354a13ee6857295e17309ba445ff8d40e8ed9f57d9881fe5c069ec4ddb15fc1
llama-3
defense_evasion
benign_query
2,484
0.504
false
2
32
611e83e120d1ea5c265a3dd9d4bdc18a67ede28569902b8e95dfe5971bb6d41e
linux
allowed
toxicity_classifier
false
1
DEF2025_00009593
1,766,565,898,102
35.59.174.30
clean
curl/8.1.2
6ccf9837549e6a9e9a73893bde4faf8c738445ed97112f15b90abb4a667e476b
claude-3
persistence
benign_query
1,023
0.139
false
5
17
d42981bf820914fc05e56a6e303f0c0b5b842582d3dbbca059a76591d1925ac9
windows
allowed
rate_limit
false
1
DEF2025_00009594
1,766,590,797,963
158.133.87.240
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
8410049890ed73c3b568c5cfa373c3f5b3c6a6a1866cddbaec56f40dcd333b5c
gemini-1.5
reconnaissance
adversarial_example
1,623
0.128
true
23
243
246df9dcf9cee0de27c6c4112d5537e14da9d23a55ca01ad1779715b6d07dda0
linux
blocked
rate_limit
true
0.94
DEF2025_00009595
1,766,585,037,691
66.73.14.195
clean
Python-requests/2.31
c4d0b9bce3836bda5a53deebd8f67241c585d6f07532f2a784414ff25f0ceb3f
grok-4
execution
benign_query
2,624
0.62
false
2
47
fd175ac7b0d331176483dd12fc0317b5c87ea0c183a73295e767edc74880b72d
macos
allowed
jailbreak_detector
false
1
DEF2025_00009596
1,766,549,278,128
105.39.82.112
clean
curl/8.1.2
f8e56a757fd866f53ca3331fbaa09a76aa4dc190a91d4c9e3177c7cfe545c382
grok-4
discovery
benign_query
1,802
0.017
false
5
24
8ef0c4831410138e489439906e8bfdd35d43611db8a92871db0c241e6d5d490c
ios
allowed
rate_limit
false
1
DEF2025_00009597
1,766,520,118,153
13.127.3.244
clean
curl/8.1.2
a6ac9d1f6470831673490e0aea529702f8a66d4a90117db83f079ddaca82772c
llama-3
impact
backdoor_trigger
2,420
0.182
true
3
47
3a20362a7574d066f1f2c0607bab895fafea5a69f5c68f9f1a2931a65f3897fb
ios
blocked
jailbreak_detector
true
0.85
DEF2025_00009598
1,766,533,258,050
93.2.63.133
clean
Python-requests/2.31
513353a6a11c0d98635e15efb8a4482b2f950eb7cb5f5f39cd4dc867e0584fa8
gemini-1.5
impact
benign_query
2,700
0.918
false
5
12
bc503f38b0a731444a65455d901ee3797458a4be73ec63dff8c98340e41aef27
windows
allowed
content_filter
false
1
DEF2025_00009599
1,766,519,818,312
4.82.199.151
clean
Python-requests/2.31
4d1f7b4c3be5dfc6b243e73b5df0b7384cb69651792d2519160c35243c8a4bcf
llama-3
lateral_movement
benign_query
1,965
0.935
false
5
40
3960a3c189e757545d26fdf76d3fdc70cb53536f6067905013e300d7736984f8
windows
allowed
rate_limit
false
1