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_00009900
1,766,567,818,474
5.222.22.69
clean
PostmanRuntime/7.32
8acd20f32b1a74f673c7417b109a90cbe58216f4de118a8abc3f1d932e0d71e4
llama-3
exfiltration
benign_query
3,866
0.137
false
5
45
980e9a27ef4e91f2d627860cd3ff4ac77e5703c541e81abc7bc7f7e78fb1950e
ios
allowed
content_filter
false
1
DEF2025_00009901
1,766,600,158,843
17.100.247.212
clean
curl/8.1.2
9690f1ac5b5b42bbea039a989f44e7a0149f4fe76d9bb02f89c65af53436c202
llama-3
impact
jailbreak_attempt
3,855
0.45
false
2
18
8b7314b487c7cc1e7399132ec78ee1a0ee4de7d7dc7b8a5f30bf52492903fd48
android
blocked
jailbreak_detector
true
0.91
DEF2025_00009902
1,766,562,898,467
47.110.52.59
clean
curl/8.1.2
d8e183bed92e80414e64c5f8fc36486340cf0767c2eb1ec4106a3f8bcbd1279c
grok-3
collection
benign_query
2,208
0.22
false
5
15
84f088b41af50bb1fc85659aacd650c136501be715247df12be45d71802c6d43
linux
allowed
toxicity_classifier
false
1
DEF2025_00009903
1,766,539,858,821
196.22.235.89
clean
Python-requests/2.31
0e454bb38da6da2564791d8f84c54a2851bcae2f23a26a44b70e6606677171fa
gemini-1.5
discovery
benign_query
1,668
0.304
false
1
20
d5eb9e95ac4406be43511b006af0b315fd4568cbe5a8855ba1b6cd4da2f98653
macos
allowed
rate_limit
false
1
DEF2025_00009904
1,766,546,278,786
28.94.53.168
clean
Python-requests/2.31
6fca69f3423e97cc0f2db05b1969da7f7f0461c8de70ea2130688721dbefd996
grok-3
collection
benign_query
1,332
0.792
false
2
24
50058c95b8ab6699816482a626aedc5e3de1296874dbd0884961799b5dadcd63
ios
allowed
jailbreak_detector
false
1
DEF2025_00009905
1,766,541,598,625
6.240.110.232
clean
Python-requests/2.31
ae6712fbadcf35ff1fba5071e8538f3d560dc3cb2bf4c5546a6bdeb337425764
claude-3
exfiltration
model_inversion
3,724
0.782
true
3
50
f7ccab6b8554d3f0e8a68a844a9c6d221b43a5a79b48e668f01479428ae0d753
android
blocked
content_filter
true
0.94
DEF2025_00009906
1,766,545,618,539
154.133.34.236
clean
curl/8.1.2
f89d30cd472ad91d834ab67a41a42798492d88a0f8367b886930455cd1844a04
grok-4
collection
benign_query
810
0.523
false
2
17
be1ab8cdd2b5b19968dcb6b99f79ca5deecef8a7163292661c0585c68152e615
android
allowed
toxicity_classifier
false
1
DEF2025_00009907
1,766,528,038,520
78.71.118.113
clean
Python-requests/2.31
9d2aa6ed2f850b4e956231a16d5eaf96ca0beaba5801629c4cd2bf2ce76ada7d
llama-3
persistence
benign_query
615
0.166
false
2
44
70d5d77b6c8e6fb9486c196e4d72e8dbe87f51b11362ef0499c3abe639831520
ios
allowed
rate_limit
false
1
DEF2025_00009908
1,766,523,838,838
4.123.203.64
clean
PostmanRuntime/7.32
c41afdd27a8f5813a6d774ab5ad8391c14df44205ece87ddfdcd45bbb342d80d
grok-3
credential_access
benign_query
2,852
0.244
false
2
42
a49f6f46010c535beef4160c7c4fe032491873a1f9616a2d37245952ecd65cb0
macos
allowed
toxicity_classifier
false
1
DEF2025_00009909
1,766,567,398,809
5.73.14.188
clean
curl/8.1.2
0ca1e61af77c27758819f17ec0a6d2e6ade60536eaf9f047f133cf2dc7df6b11
gemini-1.5
initial_access
benign_query
2,122
0.71
false
4
48
20e5232a3c61a3c5e43e45a3f490438f462ec5699716e0e5ff4d0b70e47f4371
windows
allowed
content_filter
false
1
DEF2025_00009910
1,766,587,558,619
206.183.78.8
clean
PostmanRuntime/7.32
6dc7bcd75e0c3cb4e68ac590ed792c7ccf239376503b228ad37c0378f4e5eb73
grok-4
execution
benign_query
3,393
0.383
false
2
38
b50eaab47d252e8f1634000fca097f07f8a86112613d2f67c3f8a925134d7d6a
windows
allowed
jailbreak_detector
false
1
DEF2025_00009911
1,766,534,698,736
129.172.161.168
clean
Python-requests/2.31
c34215e0d011aafca7645fa0c7828019b59e8ee369ba7f22083966787e6362e3
claude-3
initial_access
data_poisoning
2,040
0.651
true
3
33
e76d1191292e81b970046711f201fcc8f34789faceeab733232291e6457dba49
linux
blocked
rate_limit
true
0.93
DEF2025_00009912
1,766,569,618,530
151.179.245.247
clean
PostmanRuntime/7.32
c3730e7e181b492d8ab9bec5ad4e830a3a60b4348d490aecb5a53897ee9f0cf9
grok-3
defense_evasion
benign_query
565
0.711
false
2
30
fed580b6c4535ae306b0bc6bd9e366f7d93d016478b2a2f481188da237767746
macos
allowed
toxicity_classifier
false
1
DEF2025_00009913
1,766,530,378,505
162.45.9.116
clean
Python-requests/2.31
30fad7a29c52f54e087334a028dd1959697213c251e6f07a09a4fa025016c97f
llama-3
persistence
membership_inference
1,557
0.709
true
3
28
c57ca9c9b0db93a3f3ccb2f962e93befc5120c37efece6b1117bae8cf925a8ba
linux
blocked
jailbreak_detector
true
0.98
DEF2025_00009914
1,766,583,778,779
189.101.157.88
clean
Python-requests/2.31
87a7e8e2714339bde898524f05ff987c5e40051491b55f08684eea017e453a59
gemini-1.5
reconnaissance
benign_query
3,767
0.747
false
5
28
3ece9bd267df8a2ad7a6ea0cb0b6d8e6b1357318294a3a7b7d6131a7e4a9be2d
ios
allowed
jailbreak_detector
false
1
DEF2025_00009915
1,766,590,618,577
198.221.27.79
clean
PostmanRuntime/7.32
e66418318e87b65aeec89783b944ad5e25b4a7901fb0d37f39e1129314aee2ae
grok-4
persistence
benign_query
2,233
0.736
false
4
31
df3241b7e13f07366ab62e878f1a22259746f970667642acc543d3afd74dd398
linux
allowed
content_filter
false
1
DEF2025_00009916
1,766,529,118,664
50.218.80.224
clean
Python-requests/2.31
9beafd5d800db951d4bf11f57a333a517fdb10a977fcc9e78d497dff7497abcc
gemini-1.5
exfiltration
benign_query
1,723
0.568
false
4
26
83efa20bf25d981b0af5bbe15a8c63ce496714e122bbeaf0f828f70b76dfa157
ios
allowed
rate_limit
false
1
DEF2025_00009917
1,766,547,899,329
208.7.86.176
clean
PostmanRuntime/7.32
0e1a699b5933ce9dab406e1ed7e9c57169e3ef9129be6447deb9b6e89f18fc53
gemini-1.5
collection
backdoor_trigger
1,258
0.013
true
2
42
1645113fd096a9ead25f20dc7143a04981b9fd13985613164e1158b8adc52179
linux
blocked
rate_limit
true
0.96
DEF2025_00009918
1,766,519,278,619
62.157.64.54
clean
PostmanRuntime/7.32
10521dec198e0bef2992a4540cd9f8d51a51a9d106f5af28568e2fc73b3ff293
grok-3
exfiltration
benign_query
3,813
0.377
false
1
33
4e86428c7c12a4a0a0b1548ff0b14d673a7f13fdf784c05aaf968ac8ea9beef7
macos
allowed
rate_limit
false
1
DEF2025_00009919
1,766,533,259,330
30.234.175.220
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
766b55d18c92efdb08afd1f0ed385be839465fcaa4f6fac489ad47a0385c78c7
grok-3
reconnaissance
membership_inference
2,997
0.626
true
13
297
d63f44fa04dcf826063b039f60c267631a74f77f9ed4312de0aee4e67cff8eeb
ios
blocked
rate_limit
true
0.92
DEF2025_00009920
1,766,557,078,623
66.41.110.36
clean
curl/8.1.2
01d8f607863e1e29d9f8f0ce4cb5ab097cdef855dae087308d2c27c9e908daff
grok-3
collection
benign_query
2,807
0.958
false
5
49
863b66fd03ad6e2af596aa69773e4f773396dd95634812ef89b81e1d334ef1e9
ios
allowed
content_filter
false
1
DEF2025_00009921
1,766,576,698,713
201.150.220.72
clean
PostmanRuntime/7.32
97f567484b0a046334051e2cbe36fca10b6176953a02bb1c7a1877c02693aba7
llama-3
discovery
benign_query
3,621
0.587
false
4
44
a193326c6883efb8adaf840de3483a77a3ece29fc3cc026b8c63d1afd54a1ace
windows
allowed
rate_limit
false
1
DEF2025_00009922
1,766,555,759,003
83.174.139.182
clean
PostmanRuntime/7.32
f263d954db1d4dffb3aca7f357236f257da9271d85b862555e00fbe2e19f5b29
gemini-1.5
lateral_movement
benign_query
2,191
0.424
false
1
44
038ff15a0132c719a41916bd3852c0bc6f55729373cbc38737e1ea935de410b5
windows
allowed
jailbreak_detector
false
1
DEF2025_00009923
1,766,545,979,253
140.201.241.11
clean
curl/8.1.2
aa9b7211d7667ecfee31e812860d435e4e8917c8e788a339770d761c6a85d390
grok-4
exfiltration
benign_query
1,457
0.213
false
2
44
2c0a6e3bcaa51b0def42d25485fadcc6ecbc668be52f74ecf82e1d1a8e12ed6e
android
allowed
rate_limit
false
1
DEF2025_00009924
1,766,572,138,514
152.14.194.226
clean
Python-requests/2.31
589f1c737e87855bfa2a7d2002fbf889f496f01a259664fdbd14fca38ba6b284
gemini-1.5
execution
data_poisoning
643
0.108
true
5
42
f7b27f148d2888482287577631259eeb3fa721055d05a5a44e1d0155658cb1a7
ios
blocked
content_filter
true
0.95
DEF2025_00009925
1,766,542,079,362
62.75.132.36
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
67cf80102f7d30112699d7337791e828c91290062b599c951dd49f620c311a7e
claude-3
persistence
backdoor_trigger
1,352
0.719
true
17
254
60d47bd3623c185846237102b390a777b4ab08980f496e0b47ee8ebab5fd9587
linux
blocked
jailbreak_detector
true
0.88
DEF2025_00009926
1,766,549,818,685
159.139.128.159
clean
curl/8.1.2
c32d65b3fbd4cf902715c9a35b5887ba430fbf9386fdf2136d5fac7606a3ce49
grok-3
defense_evasion
benign_query
3,566
0.284
false
3
25
a13ad82b0e6bd37e10138e92855e5981687d59e3cce96c1aa7890127a493a391
macos
allowed
toxicity_classifier
false
1
DEF2025_00009927
1,766,596,318,708
53.239.32.57
clean
curl/8.1.2
1948642d505f81eeb7925f76f2858ce50a0839a92d74efe5cb72ff922487f78b
grok-3
discovery
benign_query
3,206
0.416
false
1
30
1a619d565a91d5ffea88ca3980850c7c98b1aa04401af55961930b885c3762a1
windows
allowed
jailbreak_detector
false
1
DEF2025_00009928
1,766,567,218,981
70.7.107.1
clean
PostmanRuntime/7.32
f6166e8d3e5f216acde21c4cc582be534d8ada5fd7ec0b3cd727c1cdd92f1c17
grok-4
execution
benign_query
2,616
0.363
false
1
39
18e1a0625da222835bf385ea85fb18e3810bb2a6cc5f763ce6659e0b0b7bfcbc
linux
allowed
content_filter
false
1
DEF2025_00009929
1,766,518,439,298
38.163.230.219
clean
PostmanRuntime/7.32
715538e0a6757a8ad350a0473985364f453cb822ebd171d2a0ed737fd2e93e3b
llama-3
discovery
model_inversion
3,311
0.249
false
4
29
430addd6daa997922bd3db153dfdb23734498875b8dfce103742419df9f85c50
android
blocked
content_filter
true
0.96
DEF2025_00009930
1,766,538,358,615
35.130.18.84
clean
Python-requests/2.31
4f2ff3b52a29cfc147868f93f6b9199cbd43cd3f5835d61b5835639d03547c97
gemini-1.5
discovery
membership_inference
1,617
0.559
true
3
13
e51cae903e24b9ef89eb5657debe2f7395bc3bf582561c2d3a2eda7fedf32688
ios
blocked
content_filter
true
0.86
DEF2025_00009931
1,766,582,639,388
136.233.21.148
clean
Python-requests/2.31
4958ef250b3812984104fdcfa0d83cde3ca9d61a583b78c9778edb3f00990e08
grok-3
collection
model_inversion
2,388
0.324
true
2
49
bc9560ffa47f335924c2620f18e5bd0890519e01aade0e30a264114ac032ac19
macos
blocked
jailbreak_detector
true
0.9
DEF2025_00009932
1,766,559,358,913
183.86.205.76
clean
curl/8.1.2
600c7e5f4f52139a6d541583786444648d5e286231e81f5ff256931d0a695835
grok-4
lateral_movement
benign_query
1,786
0.39
false
2
14
38fcaa25d7918f31d7667b62a78f389d1e3b195d8591e2b966818739c22f4ac0
windows
allowed
toxicity_classifier
false
1
DEF2025_00009933
1,766,541,599,216
201.196.225.207
clean
curl/8.1.2
fe262c4ba434df932dd4bf10c48c3b75d42007b77f22116163be9ad8aeea84f5
grok-4
exfiltration
benign_query
1,718
0.006
false
3
29
85288a916256a42797de03664331263a636997472356723d49a18ceda0a39049
windows
allowed
jailbreak_detector
false
1
DEF2025_00009934
1,766,602,078,782
51.64.71.118
clean
PostmanRuntime/7.32
0209486418c4fdc7a25080112ac6b232caf6de5ec8ff56df13718388918ebb70
gemini-1.5
persistence
benign_query
4,072
0.38
false
3
31
cb0d509a12061ad2e700e67d0fb1cb5f875855cd7a399fb5cbf50dbad86b2dc4
macos
allowed
content_filter
false
1
DEF2025_00009935
1,766,531,758,808
38.33.14.125
clean
PostmanRuntime/7.32
033c5f63852c1ca10e9aa7a58cc32cc4a90f6ad0a55766cd95ef1e3f9176882e
grok-3
persistence
benign_query
1,625
0.77
false
4
10
2a8b21b876b819bd67a3873eeb4ff7bf228f021d88c7415ac9903f6d3691364c
ios
allowed
rate_limit
false
1
DEF2025_00009936
1,766,524,619,120
65.212.213.195
clean
curl/8.1.2
4db1e91e05de4fbf2b8ee689a8c8bbf603d1d8822098e2a6eee39ed6a8581d19
claude-3
discovery
prompt_injection
3,409
0.714
true
1
44
18d54ee65983445a28ab3511dcd64798193377ddda962c1833b77cfd4ffbd8c9
windows
blocked
content_filter
true
0.91
DEF2025_00009937
1,766,531,939,396
101.77.15.214
clean
PostmanRuntime/7.32
9596061443c9392968dd31ee36427b639509bb4c2e356a01cebf4a1f9f58cf5e
grok-3
lateral_movement
benign_query
3,016
0.043
false
2
37
dd44b782f89279bb80a372ee527b5b1e9d0606da8456542d1f966d835a13cd8c
linux
allowed
jailbreak_detector
false
1
DEF2025_00009938
1,766,545,858,756
30.69.19.183
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
3a3406d286771ce79dfca505233ccdff7dfedd46b0b316238972a010a89e573a
claude-3
execution
model_inversion
2,376
0.27
false
19
347
b48104e9a6da23cec91c78fec9dff4fcbd935c001ddda3f007f07c5970385aed
linux
blocked
jailbreak_detector
true
0.89
DEF2025_00009939
1,766,601,898,646
63.193.241.130
clean
curl/8.1.2
76edf7a87f81e3eacd7040e68b2e89dfea0caa0ecf3ff71dac3fabdf14fb4ba1
claude-3
lateral_movement
benign_query
4,010
0.159
false
3
17
f911ecc8b88331b6bdd5e1e0b46d24555b26c32280eaa48568655a2390ccc690
ios
allowed
jailbreak_detector
false
1
DEF2025_00009940
1,766,580,659,228
75.211.98.108
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
4406c55436d3319b54489d3620f5bcc4a3b337da2cdab6da5fde8dfd87390d0e
grok-4
impact
adversarial_example
3,620
0.268
true
26
300
71bcc29400ce4c344d7f7bb221d90aeb5ed6fa6da0294e54656e17740a5f52b5
ios
allowed
content_filter
true
0.95
DEF2025_00009941
1,766,573,578,880
48.249.105.239
clean
PostmanRuntime/7.32
5179cc4daca472fbe8608c2849efa5b5096d5655e2c71e5d7eb70ab64d1f417c
grok-4
credential_access
benign_query
3,868
0.202
false
4
35
97f69ee24d27a9f6bdf122a9ab2a8ec86dbfac9edfc9cc630f013c64391c1b91
android
allowed
content_filter
false
1
DEF2025_00009942
1,766,519,518,651
89.51.98.117
clean
PostmanRuntime/7.32
ee77c73daf275e417d3cd139f9fd8ca8e1c7f9daba80f524b0227fa161dc16dd
claude-3
collection
benign_query
2,160
0.02
false
4
16
8d1c3178d4a047e9290b2624a24ce3865b33dc3f4a9504ce9f7d95b546d3a751
android
allowed
toxicity_classifier
false
1
DEF2025_00009943
1,766,561,938,876
169.162.187.8
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
ca6d2625416c88fa0617d2441e5b0c5c4432c96c715dd610089d85682b1883ab
llama-3
initial_access
backdoor_trigger
2,421
0.583
false
15
197
e4648750fbbb6da8002e4a7faed6a26b7cdee20b6620f1a9faa970ceb103fcec
macos
blocked
content_filter
true
0.91
DEF2025_00009944
1,766,556,239,332
11.193.29.149
clean
PostmanRuntime/7.32
f14207bda9a126f327560957f5a99036573c70fe043878b09209ed5ae534f803
claude-3
exfiltration
benign_query
2,939
0.281
false
5
33
043a9edacabefcfbb4f8f13a20def4ac52c4fd4daadd13fdbcf889252be359d1
windows
allowed
jailbreak_detector
false
1
DEF2025_00009945
1,766,578,379,355
93.68.187.5
clean
curl/8.1.2
f8064914deb39356140787d353dd0d48ceafa2188717eb634a4bba433a7b546c
claude-3
execution
benign_query
1,735
0.49
false
2
24
b037edcc488b5c035eb825937b1e9ac0145e797002d9972a7e3aa0b13a66316f
android
allowed
jailbreak_detector
false
1
DEF2025_00009946
1,766,520,479,464
188.135.210.196
clean
Python-requests/2.31
61905f69a76e360a9d6c0769c31c92907ce2020e2c558f1a461745cb0c398ea6
grok-3
persistence
prompt_injection
1,642
0.421
true
2
34
7731fb470eb0cc5507e4b60fd241a9bcdc8a8dfd380aedde30de2571facd3cd1
android
blocked
rate_limit
true
0.92
DEF2025_00009947
1,766,553,118,896
175.208.210.245
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
6afa155a8281557b6dd57b63eda398ca4ec593b746e337946bb5d1bb76eefb97
gemini-1.5
credential_access
adversarial_example
3,317
0.548
true
27
305
29aaffd8c1ddb028f76c56450ee1d7efebb75c5fcb7b43defe5192b6fb73d122
macos
blocked
content_filter
true
0.86
DEF2025_00009948
1,766,533,439,440
22.201.30.36
clean
curl/8.1.2
704aef0b988d0c614915a72e15261e8bf155f59375e9c39e5b118449a5e33d2c
claude-3
lateral_movement
benign_query
1,958
0.401
false
3
31
68a25fdb918791c271868a65406eb2f5c29a732054f093cfc984cbb082d2970f
android
allowed
toxicity_classifier
false
1
DEF2025_00009949
1,766,577,539,475
28.53.226.139
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
0d73770d80992dd35e6c9a0d4f4eb6b3f787702cae8fb8f0b83f809833b362fc
grok-4
exfiltration
model_inversion
587
0.064
true
8
394
b5cd0e16d355c41a0b82e5f985e84c59c0758154fe9bb0bfa212917de0da5ed1
linux
blocked
jailbreak_detector
true
0.96
DEF2025_00009950
1,766,520,839,339
219.78.234.68
clean
curl/8.1.2
ed10ca3260d8f381f5caee59f6a23e5c5a4ce926a8a483ef1c84c4db9f23ca5e
grok-3
reconnaissance
adversarial_example
2,947
0.605
true
1
30
73d63f00093a6f2ecac30289d3e4389aa825b55675cc04a54d38de118300406d
windows
blocked
content_filter
true
0.92
DEF2025_00009951
1,766,577,719,448
46.136.246.143
clean
curl/8.1.2
f7dcf1e5c8e51f7aaef736366c9d500e2149f346f0169cef1c9e1ccccaea2eaf
claude-3
execution
backdoor_trigger
2,340
0.5
true
2
19
a75dd96e762c7fb9f69100b860f54d4fc2814ea953dd10dce19e0cb05646c5d0
android
blocked
rate_limit
true
0.95
DEF2025_00009952
1,766,602,318,760
36.184.229.127
clean
Python-requests/2.31
0daa9b71d646f3f0806237dbfe26785a3585d99e9a140772d85df744ab822034
gemini-1.5
exfiltration
benign_query
2,321
0.569
false
4
40
224f328ab7b99613f991891259ace1be3e1fef402c47bc867e776bd1ae9c6934
ios
allowed
rate_limit
false
1
DEF2025_00009953
1,766,551,498,909
217.85.168.74
clean
PostmanRuntime/7.32
1b35b67f62b51b6ea8708214900690b1bf0038a3d4b967b66ab5e5d18cd342a8
llama-3
discovery
adversarial_example
580
0.91
true
5
28
bdf56354989ca842443c315d88a07a3986e923af9cfadac1708a450106e3a670
ios
blocked
jailbreak_detector
true
0.94
DEF2025_00009954
1,766,521,618,919
137.203.148.1
clean
curl/8.1.2
0ff66c17d7d67288884bb1cba0311a1a712d67fcd5884685739e5aec11d91837
gemini-1.5
credential_access
benign_query
2,664
0.313
false
4
15
b964926321d857f5644c3351890da18cb97c02f7b63e1acbf081fa316d23d497
windows
allowed
content_filter
false
1
DEF2025_00009955
1,766,539,318,784
163.85.71.231
clean
curl/8.1.2
cd934f20d600e607da27ff8465b651e7ce7c4342b3e498722974211fc7cf226f
claude-3
reconnaissance
membership_inference
1,305
0.699
true
5
41
4f9bf63aefc7ff0ed9c3fd129145c2a0c8bd243b935505fc07d3aba6aa92829e
macos
allowed
rate_limit
true
0.94
DEF2025_00009956
1,766,559,119,357
86.251.77.11
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
233b4db4659bf1e9754349e94a55cc92b86876a8a3e9907b61cd32a3e01bd0e3
grok-3
impact
membership_inference
697
0.275
true
30
180
0f8a149e66b3a3e000d15ab65364f67bbe92cd01aeefc822e13eb256d78477ac
android
blocked
toxicity_classifier
true
0.93
DEF2025_00009957
1,766,547,959,122
151.179.193.35
clean
Python-requests/2.31
efa194b12add0006b97bf65e2b3fa82c7afb250ceae8f7c2b3b5d02280845360
llama-3
reconnaissance
benign_query
1,729
0.826
false
5
39
476540cf118e1ac1e7a299ea5d98ae657b3807cf9fcf4e33fb2f81c5fe7d15ae
ios
allowed
content_filter
false
1
DEF2025_00009958
1,766,601,598,659
15.191.225.39
clean
Python-requests/2.31
2dac574c4ab477f82e093afa625f7ffbd6fc382147d0c5e05203760da327a854
llama-3
lateral_movement
benign_query
3,917
0.143
false
4
15
9fe3ebafbac99fd8966e8436b4c58d0dc55d720f98650d8ea801e5184aa93970
windows
allowed
jailbreak_detector
false
1
DEF2025_00009959
1,766,586,959,079
131.201.46.219
clean
curl/8.1.2
abbf2176d594dd1d8062d9e4e14e40660284d934b0bf80055342ca7e84c2a163
grok-4
credential_access
adversarial_example
3,136
0.059
true
5
32
cfb880e352645c7ac484a2f8550c2ce2e8b8c693575830f506f020d05fa45e30
linux
blocked
rate_limit
true
0.97
DEF2025_00009960
1,766,545,258,620
117.220.222.95
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
f33c20d0200c3b478f911ac99fae900b725b296c0002b8020f91270a9712f47b
grok-4
discovery
backdoor_trigger
2,247
0.505
true
16
271
00ba2e73751c80bf36ca335635655f2f514d41f4264cbdff18eac58f11d2b6a0
linux
blocked
toxicity_classifier
true
0.93
DEF2025_00009961
1,766,535,418,948
93.59.158.229
clean
Python-requests/2.31
1518554b919565b6a81081aac01190e9ab5f64312585afbf0a53f978f307040b
grok-4
initial_access
data_poisoning
3,236
0.995
false
1
40
0b7818a7bc6c275bcd053312db3b6ec399f6bc07a9d261a95721287ca642cfbf
linux
blocked
toxicity_classifier
true
0.87
DEF2025_00009962
1,766,587,979,020
88.249.142.16
clean
curl/8.1.2
c31106ad3cf31b8456dce841a71e9d15ec618697a09de0118e525ea74196fee7
gemini-1.5
credential_access
benign_query
2,158
0.011
false
5
49
80f3d01dbe21b292874fa331d33b0197ad08a9a89f01ef68256905a6c3134bb6
windows
allowed
jailbreak_detector
false
1
DEF2025_00009963
1,766,544,479,248
3.103.65.104
clean
curl/8.1.2
5cb16b473f5d5f999a7118b2be2c9f396ff8298286303a813eb20a9c6a80e2fb
gemini-1.5
impact
benign_query
795
0.928
false
1
10
ca5f25f51cf3e267ba4596d59294781c1c74954b5b1da987c58f7eedefb84483
android
allowed
content_filter
false
1
DEF2025_00009964
1,766,554,918,818
204.183.206.227
clean
curl/8.1.2
fce224e3ace040aa177989b8375d0f378cc41e70b0ad7225936579e51eaf0e30
llama-3
persistence
backdoor_trigger
2,584
0.252
true
2
24
d9ee0cd3550caed9dbb9651a1d6676fdca9ec036c2e88ea8250e7ea90b7acdab
linux
blocked
toxicity_classifier
true
0.88
DEF2025_00009965
1,766,572,739,326
47.118.118.76
clean
PostmanRuntime/7.32
af81c7c977527487a13267acd1a5068d4b7abc31c755cebd6377da040f2f4e66
llama-3
reconnaissance
data_poisoning
1,727
0.6
false
5
35
12c1fc350c957022bc24529a09c6ed16fa47d5497fabf6a8c1fc29ea53b7f70e
linux
blocked
rate_limit
true
0.96
DEF2025_00009966
1,766,582,939,158
3.144.193.174
clean
PostmanRuntime/7.32
ee9abd9582a32dd2c470dc8bc21dda6c0090aaa897c421d739f0594d918d73ea
claude-3
execution
benign_query
644
0.88
false
2
27
138f8063c7680d6b23787e42b4eab041b8ff3765ef6f609d125c5c18c6b3cb7d
macos
allowed
jailbreak_detector
false
1
DEF2025_00009967
1,766,551,079,312
107.238.61.241
clean
Python-requests/2.31
ef3f5042b341df6d15bef28bf89fabee0a04308fd5841df8ceffca11b838d6b3
llama-3
initial_access
model_inversion
1,530
0.514
true
5
24
b88f22e4246ae7fc929ee85eeb093ad25977a680332ddb634b5df48c5f7972fe
windows
blocked
jailbreak_detector
true
0.9
DEF2025_00009968
1,766,570,698,794
182.57.19.218
clean
PostmanRuntime/7.32
51d440b5db028c2b12877ecf4d2e28991ef87407c588ae20c710eb3512786ebc
grok-4
collection
backdoor_trigger
1,859
0.967
true
2
13
9e288f637b2e3a71d889636924177ab42a0bff47c9f4e20ba878714f053f1649
android
allowed
rate_limit
true
0.86
DEF2025_00009969
1,766,589,719,398
1.34.171.18
clean
PostmanRuntime/7.32
a9b009ff7d132e9b664df4189ff3a39b47bdd75fbb2b568814c67be1c1fdc3e9
grok-3
exfiltration
benign_query
3,766
0.556
false
4
47
1ac121075594d7449664bfc285e54747e8a346f07d385bfe9c56a5bf4a10254f
android
allowed
rate_limit
false
1
DEF2025_00009970
1,766,528,578,696
83.40.178.103
clean
PostmanRuntime/7.32
a13c40a46c084af5e093eb53d000f5c52eee2c5a6b5808f8030b6414fa62be81
claude-3
exfiltration
model_inversion
2,636
0.419
true
3
45
0212f1e5e48a957d0313e4c047a814ae15f63dbed11c79b9fcf95e0094d50ee2
windows
allowed
content_filter
true
0.97
DEF2025_00009971
1,766,560,378,598
82.105.16.189
clean
Python-requests/2.31
1ebe2b1028fcb28e7a18f9d1a5733530c82d984db6ed8c3b85bd673313cd86d9
grok-4
credential_access
benign_query
507
0.155
false
4
10
25bf2c75eb15409e567bc748f75751c4eddf12fcaa9ea691b03843a96140370e
android
allowed
content_filter
false
1
DEF2025_00009972
1,766,577,778,750
166.252.246.106
clean
curl/8.1.2
b88a1280d620062daf22a7ca48aba39b8de06bd12c7660e5710e957a96a89af3
grok-3
reconnaissance
benign_query
2,689
0.725
false
3
34
8ee569ea8c2b081eccb799e18bfb2bf0f2cc6760cb60974978144428ff1a58dd
macos
allowed
content_filter
false
1
DEF2025_00009973
1,766,558,519,157
100.103.135.113
clean
PostmanRuntime/7.32
179e3639c9775f43c08c030982aceceef87af24d463cc9373241f20b8c1e8b48
grok-4
reconnaissance
benign_query
3,218
0.187
false
1
20
41054740ebff927f04aa201925176328cd0922248cc6a505f31dae0d1687a211
macos
allowed
toxicity_classifier
false
1
DEF2025_00009974
1,766,543,878,654
22.191.146.29
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
00075ba4b9cdf3c68b26b0c693b5ca63f11625328cbe0f2ffbbad233fc86def6
gemini-1.5
credential_access
model_inversion
3,055
0.396
true
23
64
eab1c96e3ca57053ef66ab17a9710046eb1c826dc2c5a5ce824818d55efa5488
windows
allowed
rate_limit
true
0.97
DEF2025_00009975
1,766,528,519,226
10.44.41.209
clean
PostmanRuntime/7.32
43dbf21a62d11e96a16a934c865b283553a3b2966e5e58e991acd805fa651bc5
grok-3
credential_access
adversarial_example
656
0.766
false
5
12
048e856ce2ec706acb56697afdb347fccebd904ed0e751c3637a76c4f71d3c25
ios
blocked
content_filter
true
0.86
DEF2025_00009976
1,766,560,199,465
165.31.78.40
clean
curl/8.1.2
9c21175fc756944071a098f9eba7953d7f3114e05c9949e7ef050f8f0ff20f49
gemini-1.5
credential_access
model_inversion
1,589
0.59
true
1
25
e5626c9bbba4df9772772b56dc3ec5d08d3cc14f64e0bc45921f2e99a4732b45
android
blocked
rate_limit
true
0.88
DEF2025_00009977
1,766,526,839,050
18.76.221.156
clean
PostmanRuntime/7.32
f1d6e61cc5dd30f630689b16a47f3fc3167db75b89387cc2816832b4520159d6
claude-3
exfiltration
benign_query
615
0.058
false
3
38
e9a4c874b19f950a1c2d999603e53a75bf0612ba2eada7540f812eff6c43ead8
macos
allowed
toxicity_classifier
false
1
DEF2025_00009978
1,766,576,699,241
85.251.156.206
clean
Python-requests/2.31
48b02500e200aedd13d970389e7de9c55c7a7132fa4451ef0a9a586381d9e7fd
grok-3
discovery
benign_query
2,119
0.038
false
5
32
83eb0aafcf50c3492960b8c2a88ad38d4fe8cfcaf7f73d4f835a16cd104da46b
macos
allowed
toxicity_classifier
false
1
DEF2025_00009979
1,766,541,718,688
38.103.69.93
clean
PostmanRuntime/7.32
fe35c3ea64ef5267f5b57bf08d5cb8b923f5294f1e3977a58e7ff5989e7e73c3
gemini-1.5
discovery
prompt_injection
1,936
0.44
false
4
27
b27e0b13d8cea0c4ad23ff7ef004c87da6136aa09c3ebfaa2e0b70771600a051
ios
blocked
jailbreak_detector
true
0.85
DEF2025_00009980
1,766,572,139,567
21.100.186.180
clean
PostmanRuntime/7.32
84d678fbc0315f00325762c148e69b2437bb6cce22cce3cf604629bd4e79514e
claude-3
exfiltration
benign_query
1,171
0.656
false
1
11
4d7923f50a14b831a22fbae12cea06d402ea67fd2c30a90b74797afdb6292f82
ios
allowed
jailbreak_detector
false
1
DEF2025_00009981
1,766,526,839,035
165.2.82.235
clean
Python-requests/2.31
ae467d6a72349ab38cf9bae12a98f60354d676204de21fcb63381fb1c2de4933
grok-3
exfiltration
benign_query
1,672
0.528
false
4
21
0357872b7d0570e4e2df80b75b70f0d6d3b7d486f17f95c06bf0714517a84fc1
ios
allowed
jailbreak_detector
false
1
DEF2025_00009982
1,766,557,619,576
175.54.31.92
clean
curl/8.1.2
710098a330f0989d756dfd69f468fcc6cbc5b030250bbdd4b92f6db8a2786e13
grok-4
persistence
benign_query
2,778
0.743
false
1
40
60f4725a61eae96d81526571f288ddfa6c53e0510d0891f86ab8a29d57fb3558
macos
allowed
rate_limit
false
1
DEF2025_00009983
1,766,587,499,296
212.156.6.36
clean
PostmanRuntime/7.32
0c31db55ea7c814cac52fa3e0241b21cb03f8e6b79e4fc9d4dc5129baac8aac8
gemini-1.5
reconnaissance
data_poisoning
2,949
0.859
false
4
15
a1e5780b7a52c632502c5f6e4dcb00f15d31cd93f455b004711064dd69128e71
ios
blocked
toxicity_classifier
true
0.89
DEF2025_00009984
1,766,584,018,644
149.156.239.64
clean
curl/8.1.2
08ed102c1ff5b5760beddcbb3c4885aeb742bc188c92482e6ad260944042db47
grok-3
initial_access
benign_query
608
0.171
false
3
13
3a092ff122149ce6ad29056ef3bc3dac3fe5fc9ac8aa78aa70287dc72464334d
ios
allowed
toxicity_classifier
false
1
DEF2025_00009985
1,766,525,939,410
83.247.43.86
clean
PostmanRuntime/7.32
63e2641cbc2c6ebf09669213a775f6b13b250af849cf7486ba50752e44483795
grok-4
exfiltration
benign_query
2,551
0.726
false
4
33
97aa1b8baeeac8efad2f26edf222a511274b41e6efc5741c011c8c0eeb5fa900
linux
allowed
jailbreak_detector
false
1
DEF2025_00009986
1,766,590,739,215
181.154.193.128
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
85ec7274f61153d275bf55da541ff52fb559f37ca5327469d93c5bbbf1bdebad
grok-4
persistence
membership_inference
3,421
0.309
true
20
95
2a7f106d4c4ed3e6c36979484b8c317e252963e5c9e8cbced3c5a58319f6c277
linux
blocked
jailbreak_detector
true
0.96
DEF2025_00009987
1,766,596,078,754
141.171.245.201
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
053dde14ee471097b4aff0bf870ad1ee9593076f0e3a4b6e9798ac215a5908b8
gemini-1.5
credential_access
data_poisoning
2,753
0.819
true
17
219
75b3776d338890377cc6e5a630bda3dc44dc30b0bc5a0c06a74edbbc593f7f25
ios
blocked
rate_limit
true
0.9
DEF2025_00009988
1,766,542,439,302
198.210.130.74
clean
Python-requests/2.31
b6e664cc18173894e767dcdea11569367b69dc96daf73e5b5ee7b35917b965a7
claude-3
initial_access
benign_query
4,051
0.21
false
1
14
0d095104a7a5c04dc86021ad6c1305a9b581e0105d5bc669ace3c5eefde4734e
android
allowed
jailbreak_detector
false
1
DEF2025_00009989
1,766,595,659,403
6.214.197.242
clean
curl/8.1.2
809bf20f8f025bce52c43579ecbf80a174f32be3b3f188bfc83a18ae531e26d5
grok-4
reconnaissance
benign_query
2,116
0.547
false
5
41
6de6293370da6cdb08597d34c6b340c40a6e69268ab81572bbdc8da39733a4e9
ios
allowed
rate_limit
false
1
DEF2025_00009990
1,766,586,778,674
189.1.224.253
clean
PostmanRuntime/7.32
0c8e3c3a1a958c70c109742f40f0ed631e6328fde106aab734c1aa8d2b1ee16b
llama-3
defense_evasion
benign_query
770
0.69
false
3
36
16069545536f235443690fcbc26bf3056e72e640c951bfb6f27b0edc4ab3cba5
ios
allowed
rate_limit
false
1
DEF2025_00009991
1,766,542,619,299
218.178.4.5
clean
Python-requests/2.31
381b10b274b4eb1dcc903981b82181bc90f52c187fba2cf8710c367539cf5f51
claude-3
discovery
benign_query
658
0.493
false
1
49
2ca988b1534fc298eb40cb20f07a7295f47cff09904c1cb236aab6d6730261d9
windows
allowed
content_filter
false
1
DEF2025_00009992
1,766,588,219,353
140.59.37.117
clean
Python-requests/2.31
e9dcd3334edd32c94a2fbe35f27f9da8d6afec71946c5c80ec7b840eb6400ae4
llama-3
lateral_movement
benign_query
3,632
0.899
false
4
17
0b3807e8af5fe2afaa48723c54c80b19ce9046671ca5dac7ed0bff23ec006857
linux
allowed
content_filter
false
1
DEF2025_00009993
1,766,571,299,584
113.80.240.87
clean
PostmanRuntime/7.32
12ef1d6a92d301ba4a031cb61b8c9150d0cd1063c9e52812028c08947030af76
grok-4
lateral_movement
benign_query
1,656
0.813
false
3
42
21d94c14ec88c0bed6dcfd2dc9f48f441d14395c157ef74e169eb8edb1d569bc
macos
allowed
rate_limit
false
1
DEF2025_00009994
1,766,601,538,996
137.0.149.238
clean
curl/8.1.2
9568f56b14153f791a61fd4f0c67c3b299c7b41e2fe2cf9e4b3c762b7afc259d
llama-3
collection
prompt_injection
1,966
0.594
false
1
20
c91f6368e45b467b9074c9a0922cd9022aa4e677cfe1c4263561f8a911729f8a
android
blocked
rate_limit
true
0.94
DEF2025_00009995
1,766,584,498,767
97.145.97.42
clean
curl/8.1.2
ce0705104075b57e9f1f14fd619624fa81c3b9cd823b76dc7e6213bb2d9afdaf
claude-3
credential_access
benign_query
1,114
0.391
false
2
17
4d7ffa9697deb27483f579d53c1fdf982044ab3cc1b59607ad6df2a2b565c2bb
windows
allowed
content_filter
false
1
DEF2025_00009996
1,766,593,198,769
137.35.137.133
clean
PostmanRuntime/7.32
2a4528cedc2df18c38571b6ca377c89b64224a8e1c41a8f2309d617f067f7592
grok-4
credential_access
benign_query
3,498
0.999
false
4
16
59b81f92612781aebb0d112fbb2ac2a3cc66f891953d55cd1097d42bb7125e69
linux
allowed
jailbreak_detector
false
1
DEF2025_00009997
1,766,522,999,149
215.181.187.59
clean
PostmanRuntime/7.32
f8d84d3220f4313120d270aed88fc4d157896d14fb39ac98ace6296ed0b6b999
claude-3
defense_evasion
benign_query
3,916
0.317
false
5
25
98de7f0a880c99e059f90da97af67fd8cae153c9f3cb1fc5315abbbcb23d2847
android
allowed
content_filter
false
1
DEF2025_00009998
1,766,556,899,541
61.74.160.95
clean
PostmanRuntime/7.32
4e41ed2c3efe0bb0dffa641d9a436e9ccf61c80405f41b2c14b0ce7e0c6111b4
llama-3
lateral_movement
benign_query
755
0.29
false
4
48
ba24965b0d16264bc7a17f8209d7fe1712e7fe3c7a0223ce7c7c98e6347a213c
android
allowed
content_filter
false
1
DEF2025_00009999
1,766,571,778,945
203.67.156.197
clean
curl/8.1.2
7b274c31e2fae53ee68ea0f00690767dec6d8a17dc0e5310f78ff5714ebe5158
gemini-1.5
credential_access
data_poisoning
1,334
0.678
false
2
12
150f0f2855e7a4c1dd416d7fa3ee5a1593666d7280d5851b2ec64f574afc2f9f
macos
allowed
toxicity_classifier
true
0.93