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_00003000
1,766,528,258,375
81.81.216.134
clean
curl/8.1.2
04e8310890294395b51092fd506bfbe998a0401727a68986494a7ebf56871417
gemini-1.5
credential_access
prompt_injection
1,845
0.283
true
5
22
3775c1b8709d10d26bdd5784c401519a8f04d3e2bd2bca0db4bbae72b06daf39
macos
blocked
rate_limit
true
0.97
DEF2025_00003001
1,766,601,338,432
6.10.81.102
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
463eba94002398c15e54af0048dc541bb8bcfbbea0cea9dbab0d1c95ee760598
grok-4
initial_access
prompt_injection
3,325
0.347
true
22
332
c9781667ffaf01bd5acaad26577b90bd09f1fe661662336cad4618767ae9a211
android
allowed
toxicity_classifier
true
0.96
DEF2025_00003002
1,766,556,458,274
172.121.172.56
clean
Python-requests/2.31
641f444194e2d4969000c41458cbdcf76977cd8dfb77dab882ad28abce5baebe
gemini-1.5
reconnaissance
benign_query
691
0.859
false
1
33
ea4ec83d14977527d17d7638097099cb8f3cac24c9abcbfdb2cdaf5c28099580
macos
allowed
rate_limit
false
1
DEF2025_00003003
1,766,584,958,975
170.124.32.235
clean
Python-requests/2.31
54b619db9e25150953f348f639c85fd94d16dae56b46db5deb423c18202ca868
grok-3
execution
benign_query
2,770
0.188
false
4
50
5279a62c5222b045ed4c98f4717d923e61356b86d58d9575b1bcf711e12c6ee1
windows
allowed
jailbreak_detector
false
1
DEF2025_00003004
1,766,588,078,499
48.23.0.155
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
12ab7251b4ce68c53fe5a119b63a0de2eec875a230c80a8b5246d5afb0d96de8
grok-4
impact
model_inversion
1,959
0.102
true
20
293
03fe2eb4cb0de6c9600bb74b49be1f88349f20e310e707c3d90d30f410c2158a
windows
blocked
toxicity_classifier
true
0.97
DEF2025_00003005
1,766,587,958,542
56.113.185.31
clean
PostmanRuntime/7.32
d1afcc23c8b3eb9f08f00d4fce06493846d9ede7702d78a2fd6e5e561a8f0b2f
claude-3
discovery
benign_query
3,701
0.589
false
2
13
daaa52372cfe12e73c30e830b99758e3bef05ce512e08a34f44a9c16736c12cc
ios
allowed
rate_limit
false
1
DEF2025_00003006
1,766,587,958,290
178.157.23.249
clean
PostmanRuntime/7.32
676828fbac80a9bea97981a9c35df1caa6e17c2beb4c7afceee092586beeee3b
grok-3
persistence
benign_query
1,472
0.349
false
5
50
b87949932774d005d846ba1706d9ddca2c651174c0910a3be65f4f01cd3eab7d
linux
allowed
toxicity_classifier
false
1
DEF2025_00003007
1,766,589,518,892
116.246.68.134
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
cd28fa23caf349a0a8dbc38a4d9f4f4dd9c2c707ef5df287b916c8660bd4e27a
grok-4
collection
membership_inference
3,153
0.341
true
12
372
8b157ef7350065cd675dfd8d047d3bfa709cc2b52744c6a160caf5f2e817832d
ios
blocked
content_filter
true
0.98
DEF2025_00003008
1,766,526,578,906
180.9.189.161
clean
curl/8.1.2
0717805fa8d9fa73401e23d43ab74d0a04e2cae73a67bf0f2797483e04a9553c
grok-3
execution
benign_query
1,525
0.306
false
1
34
ca15ba4a5a4ccb90223249079ed147bb61c21be61912e31e658d4971691dd5ab
android
allowed
jailbreak_detector
false
1
DEF2025_00003009
1,766,544,039,004
222.186.174.137
clean
PostmanRuntime/7.32
b43df2f764242bb749767905f875f89b390f537232eb04e526e243e354e073d6
gemini-1.5
defense_evasion
membership_inference
1,589
0.472
true
5
36
d3383ba1abd14771038fd549029762a26f6cc985a716bfd095dd8b4c8c2a5a62
ios
blocked
rate_limit
true
0.93
DEF2025_00003010
1,766,585,798,859
114.253.219.223
clean
Python-requests/2.31
2f43a0ce3a61b38bb08451c65ce0ad17649b5ffdd99229bb17dcebd553004f50
gemini-1.5
defense_evasion
membership_inference
3,090
0.015
true
3
36
834bc73d399f404677b700f77588c525344fd21f4db1f918380e90eba284ed15
macos
blocked
jailbreak_detector
true
0.87
DEF2025_00003011
1,766,521,298,680
73.72.228.113
clean
curl/8.1.2
f6c7897999db62146038af143186ee988f210056481c6a9fbda80856d87b5c78
claude-3
discovery
benign_query
720
0.996
false
2
30
86cb711f089861c8e83f39d44d8c4832fe2fcfc265082ff332d1c6c1327ebcd8
ios
allowed
content_filter
false
1
DEF2025_00003012
1,766,563,358,691
2.246.209.135
clean
Python-requests/2.31
4756ea4e90056a1d5bdcbafe3f68590e1132fe2189c978f3beb7ab819274051a
gemini-1.5
persistence
benign_query
1,437
0.576
false
3
47
61cedfcc4b8c5d078a3db4fa87b216f73ae2a873ae88dc9eb7b5879a05f0de81
linux
allowed
jailbreak_detector
false
1
DEF2025_00003013
1,766,546,438,636
38.153.137.97
clean
curl/8.1.2
88804fa66bb0b605871e48ee9920cd56eab587b9724c5ca9dc834677b3239788
llama-3
initial_access
benign_query
3,766
0.78
false
1
46
e9463bcaffc5a71cdf7e1e519bb8d320d5b24df62c93074e8032696c3be03dbe
ios
allowed
toxicity_classifier
false
1
DEF2025_00003014
1,766,570,918,767
169.82.253.235
clean
curl/8.1.2
e23b3fd5bace7e02fe2d888e1dd5c36f3b9a4c4bf45dbcc67a5d957c35aff953
claude-3
initial_access
membership_inference
1,417
0.781
true
2
12
672d388a89c940b4a8a3b4ec7b6d971191d250a2978e9a810095ec81191f08bb
windows
blocked
content_filter
true
0.93
DEF2025_00003015
1,766,559,338,809
198.245.150.221
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
e48d8823959f8a6db2049e3994ff02cf50e5300ea666c06bd66bf52c33a09c89
gemini-1.5
exfiltration
membership_inference
1,883
0.077
false
28
363
1cbf1a971c544b96105f0314081038e49ddc109a3f48f6abdfa899c09cc9b761
macos
blocked
jailbreak_detector
true
0.92
DEF2025_00003016
1,766,564,318,493
209.172.247.233
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
419d1478d4d4a124bf4b52c1429f202aa3da6384c9f338992ebf5f6dfc0f4c73
grok-4
execution
prompt_injection
1,703
0.283
true
24
379
709d0e7e1791d27dfbcfc939ddcda4e3e6e8f473450ed5fa5c8f650d1a3dc29f
android
blocked
jailbreak_detector
true
0.97
DEF2025_00003017
1,766,560,358,486
166.242.140.50
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
6acfeb7cc0df67d6248f9d1f812ac5ebd91d1ee8f259d2ea711df7feb90e0b84
claude-3
discovery
membership_inference
3,676
0.765
true
28
146
4c31b8f647f22e075ad9a3a9093cab421a2b0d5bdb414d54d34c21967026c676
android
blocked
toxicity_classifier
true
0.91
DEF2025_00003018
1,766,548,178,569
147.222.144.197
clean
Python-requests/2.31
91878a36da9be1f4a4eaa24198db9a5ed6b13bb60d4a90480e6c58d7c5144d0e
llama-3
impact
benign_query
2,755
0.872
false
3
21
598ce134bb55593f56995c73c27c82a26681b9c16e48cbe519fa6138f3a5e4ba
ios
allowed
content_filter
false
1
DEF2025_00003019
1,766,535,878,104
111.70.130.143
clean
curl/8.1.2
19555c6980cab07be37bf631b16203c0032f96ecced84e19ddb1ea5972cf5311
claude-3
lateral_movement
benign_query
1,968
0.052
false
1
39
ed9e15a6faa358317489d3e85881e225765bf6cff07315693c20258e55556b5d
macos
allowed
toxicity_classifier
false
1
DEF2025_00003020
1,766,563,298,641
67.215.220.250
clean
Python-requests/2.31
e247e37786d06cc8ac48c450ad88c7b48b7da2f19d24c1ad4f32c5d59c5f7307
grok-3
credential_access
benign_query
3,899
0.11
false
1
13
2a4567e3e30ef0c17aba02e97901d0d629576b1b76848dd2fa02c3ebf485cf2a
linux
allowed
toxicity_classifier
false
1
DEF2025_00003021
1,766,574,218,502
221.215.145.70
clean
Python-requests/2.31
233fe2f0c84f224332832cc1437cc12e063ed8c9f9992e99f6e7334cb085ad31
claude-3
initial_access
membership_inference
2,921
0.722
false
2
10
dd21b627e551df8f72e36e43e594163051ef9134056c9976c11e17a7c79ed1ee
windows
blocked
toxicity_classifier
true
0.9
DEF2025_00003022
1,766,556,818,975
26.102.107.28
clean
Python-requests/2.31
e0b9e3dc9840f0daba4ed3fe3a515b2b1de745fe85d6a91bfc4470e5314d3212
grok-3
credential_access
benign_query
1,869
0.788
false
1
24
aa61aa0d381843da61c1fe9ba702bf3b9aeccb1f2904a65f6ee3a429b3b4ed80
android
allowed
rate_limit
false
1
DEF2025_00003023
1,766,602,059,055
118.85.1.218
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
ec82371c5c2dbcdbd262e547ee002bc95b09eef89ad786d3fd15f53b445f0ea3
gemini-1.5
exfiltration
prompt_injection
1,727
0.098
false
25
244
0b8a607e79576e65409a9d8f23a6e491f557d8a078250c71aca57b349e8846e6
macos
blocked
toxicity_classifier
true
0.98
DEF2025_00003024
1,766,523,218,374
25.74.191.46
clean
Python-requests/2.31
8622ee9a7a7d9c8cf54f39e47ec5e7ef76f0b67f83d7fbff2d67194d0e9e696d
grok-4
lateral_movement
adversarial_example
606
0.93
true
3
24
d20c1ea8a89444426470026a78b429ee6128d730db0209733a8379a77e95bc72
android
blocked
content_filter
true
0.98
DEF2025_00003025
1,766,550,698,574
141.25.100.12
clean
Python-requests/2.31
ce157f22563be5ce5595ce85adbb42985fbd332b39e60617164a3bdc9642d69d
gemini-1.5
reconnaissance
benign_query
3,382
0.973
false
4
47
83d128f63ac092ccf0847ea114f50e7f11956882b35b8e313d54187e3b760f94
macos
allowed
toxicity_classifier
false
1
DEF2025_00003026
1,766,528,558,617
85.81.49.232
clean
PostmanRuntime/7.32
238ccd132e6d75ad385276df98c835eaa39664ca6da324903ee553b4913f6c3b
claude-3
defense_evasion
benign_query
2,196
0.249
false
3
13
35be3a5f1cdfb104297bb7f2b2d1edfddef3ddfad0a9925bf5de1df75174f75b
ios
allowed
content_filter
false
1
DEF2025_00003027
1,766,578,298,203
111.172.134.180
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
7f3076d92befa0196186632b13096e04ef57684f01e9edf37e82fcdd0c725cd9
grok-4
execution
backdoor_trigger
1,844
0.461
true
28
219
f708b0f69c461fb4b37ec7c2eefb6fe2a647da788b506dad869499ef72f68a0a
linux
blocked
content_filter
true
0.86
DEF2025_00003028
1,766,598,878,235
187.75.130.41
clean
curl/8.1.2
c8fdf787dde377e8ec0ceaed2bd85478fcd5ad7fd8f08aaf872a2be898a4031d
gemini-1.5
exfiltration
model_inversion
1,474
0.567
true
5
25
54df0389910c6a88eaef7820a47be2e8a3ed47b7b67945cc62d54e8e6b6d801f
windows
blocked
content_filter
true
0.89
DEF2025_00003029
1,766,556,459,050
216.187.35.118
clean
Python-requests/2.31
4bb8dc29985bf00be3db66498b71a7741d10e35ae6a110a406cd79e12507fa3a
llama-3
collection
jailbreak_attempt
1,326
0.661
true
3
28
681f9dee6eb9ee090483c93b0807dfd30d58fa9d5bb656415b825461663a938b
macos
allowed
toxicity_classifier
true
0.96
DEF2025_00003030
1,766,532,758,757
74.174.76.186
clean
PostmanRuntime/7.32
d19bb74d7f2bd458f5e35946fe06f1ee0b60e65dc7b3cd6f7c1558c98a25825b
grok-3
initial_access
backdoor_trigger
3,692
0.115
true
4
46
d56b7775360f7a877b60576cfb4fb6c529554124c6b5580e52e2c11c0f7755b5
macos
blocked
toxicity_classifier
true
0.93
DEF2025_00003031
1,766,537,978,713
126.57.84.25
clean
curl/8.1.2
9a256c67c96b3fa7f8f0cc714658a1527f75ed372b61deb2feb4d5cec8d800e8
grok-4
persistence
benign_query
3,354
0.594
false
3
13
cb4c63ff11415f830f4b87ee5e16ff59782c1466fb756f308a9bf8c0d3e00b99
windows
allowed
rate_limit
false
1
DEF2025_00003032
1,766,598,098,647
157.88.4.165
clean
curl/8.1.2
0f7a81bbb31e13eb1fca62e6cfd447607f54461cc768f05f0cb43f2eeb8ca002
grok-3
exfiltration
benign_query
3,470
0.99
false
3
32
5bc3f7424ef3f0a8be51200492134d8f3caf9e22f154a3e8e8694140fc6599c4
macos
allowed
rate_limit
false
1
DEF2025_00003033
1,766,536,718,369
1.62.132.106
clean
curl/8.1.2
8d743de74d7f604f96b9ef85397e7fbd7ccdf2973c9158903ecdad501ea7ec6d
grok-3
reconnaissance
benign_query
2,941
0.656
false
4
49
943cf28269a9cad66937a8acb2b209c27d7add32f037debc7217c8561beeb1b6
ios
allowed
rate_limit
false
1
DEF2025_00003034
1,766,529,878,847
29.56.145.129
clean
Python-requests/2.31
e2c8186b421f6c3e835b7e74f0d0669e419f1764cbcded562764788b90bf2916
grok-4
lateral_movement
benign_query
1,704
0.997
false
5
33
628df146e4e610cd35c92e8bdab487e78175bc37d6c4b98ef6bff916302a1144
linux
allowed
rate_limit
false
1
DEF2025_00003035
1,766,561,438,573
34.88.124.234
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
f76f2936afc2ca962ff13456a05796d37c43bf3f5a789f8712b932b82ada4000
llama-3
discovery
adversarial_example
2,902
0.69
false
23
331
0de2622088fdcd18ea28de7b1520e0c5bab80635dda80aa87c520b73bc82b684
ios
blocked
toxicity_classifier
true
0.89
DEF2025_00003036
1,766,589,218,897
192.115.8.30
clean
Python-requests/2.31
aa057f438f277d32e79b6236f3efb51ab5efda4f2330e3922acd7f16f192b4a6
grok-3
exfiltration
benign_query
3,121
0.46
false
4
34
0e6806f62c5d8ac5acb5978cd3d721ce4453d7598edef3892e4d01b23dd3a637
linux
allowed
toxicity_classifier
false
1
DEF2025_00003037
1,766,559,278,991
43.13.42.177
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
4b7e8b505bc4eb5900f9462db233902c55e6130870a60e1ff6c4f95e03f50b56
llama-3
execution
membership_inference
1,479
0.741
true
6
326
316917c30b3ea264ac0798553deff736a3567549cc5d5cf2bfb2504f30da42c8
macos
blocked
content_filter
true
0.94
DEF2025_00003038
1,766,544,578,272
105.157.216.185
clean
PostmanRuntime/7.32
a324f2ed59bada1a4d264ec704b609ce9ed41f8d0932c7c988697c403f4a4e3f
gemini-1.5
reconnaissance
benign_query
1,184
0.673
false
1
18
3df66d076684b21aa310ccb257d85beff81d18967602d3244f34505ee2bcca52
ios
allowed
content_filter
false
1
DEF2025_00003039
1,766,554,658,694
213.27.203.178
clean
PostmanRuntime/7.32
9dc7bd50fba1c28eb55b2fbebea9c14cd49b7ed37df6766f0d094ba037f279ff
grok-3
credential_access
benign_query
1,440
0.692
false
4
38
4f07107be5faf0266e70fa81555d3eb5549e12fb8229406aa314eba629c76dea
macos
allowed
content_filter
false
1
DEF2025_00003040
1,766,541,158,181
196.75.146.184
clean
Python-requests/2.31
cab377ff5f17e9bb2f1dfa2a2e1e94d9990276d1aeb93965b655dd4c9011bbb1
grok-3
discovery
benign_query
2,892
0.011
false
4
10
2c482812b0ce6ee67db920df3b484ecb26f1fe8c73f4d322fc211f887550c8fb
ios
allowed
rate_limit
false
1
DEF2025_00003041
1,766,570,079,005
195.140.184.71
clean
curl/8.1.2
035a6e06fd8d02f835f9b51dea3a0472ee0f252a6ed4be43fe3948454d09681b
llama-3
reconnaissance
benign_query
1,201
0.072
false
2
16
e925fd3489345d38c3641086b97983b7db2a453ab77743359afe22c12f663e6c
android
allowed
jailbreak_detector
false
1
DEF2025_00003042
1,766,571,339,064
112.2.48.177
clean
Python-requests/2.31
5f72665b425edad7ecb1684312443942085c97a7001dff492d39ba4e0d6946ee
gemini-1.5
defense_evasion
benign_query
1,128
0.905
false
2
20
e62bf192c3263e58d0fca4eff39e4827248cc5617305be705aacebd2ade91c3c
linux
allowed
jailbreak_detector
false
1
DEF2025_00003043
1,766,601,698,434
52.178.122.57
clean
curl/8.1.2
a7153e9b5deaa0d4b36a265e059e2a4884e9e609f7831215605813ce06386570
llama-3
persistence
benign_query
2,643
0.08
false
4
21
24e1174021f00c08f2b32219c4016e553fe3d76d524e6c9251850a8ad4ae6c8c
android
allowed
toxicity_classifier
false
1
DEF2025_00003044
1,766,561,738,192
216.224.229.152
clean
Python-requests/2.31
efd8c48a28c1741c9d4b4f55243e7a5ddc6ece2c7ffbae6c90b5657a44cd832e
claude-3
defense_evasion
adversarial_example
2,019
0.727
true
1
21
8caefc837192fde770133927cefffc7f6b0f0934eaf2c5388d4b0ef5af49a4f6
ios
blocked
toxicity_classifier
true
0.86
DEF2025_00003045
1,766,601,638,563
216.75.147.200
clean
curl/8.1.2
b575c015f2fc95cf54fd434485b2d65cd12c77c0d6872f09008af0ef63237de1
llama-3
reconnaissance
benign_query
3,203
0.402
false
1
47
c65032680269a6385be666792bdc8bf00831c386e8076d07fb6cf46884ef1f6d
android
allowed
toxicity_classifier
false
1
DEF2025_00003046
1,766,572,298,390
78.81.211.10
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
d76017d2764f48d4578335c1f2230f12956c7b95bcbe87dd0dcd41018287d35f
gemini-1.5
discovery
backdoor_trigger
1,390
0.321
false
19
250
0a2551310495fc2fe5a9a4215ba68ddb78ff599343b8318fd7ad6f935edfdc96
windows
blocked
jailbreak_detector
true
0.98
DEF2025_00003047
1,766,518,838,660
107.244.234.224
clean
curl/8.1.2
ac09474591de9ba65194351bc5e23944bc2167d6d97aca5318558988d3fa8e1e
grok-4
reconnaissance
prompt_injection
3,513
0.474
false
5
24
382cb30d33d2fa18377d4c66ca75e542e2827a715f89e911a1fafa7a01463bc8
linux
blocked
rate_limit
true
0.87
DEF2025_00003048
1,766,557,478,813
182.198.53.94
clean
PostmanRuntime/7.32
793c87f2e425324ca9a08ee04d876a644edb72b8cdfa8b1fef2d048e60b41d53
claude-3
collection
benign_query
2,860
0.064
false
2
21
eab8fbac55362b938e7c5d3329ac3b39d22d7ebad250f330b34838c42dd1652d
android
allowed
rate_limit
false
1
DEF2025_00003049
1,766,559,458,636
153.206.220.173
clean
PostmanRuntime/7.32
55eff40378e05861ae12a728c87d7cf47f74c621ec0026d8eae0eb36b8cf8e76
gemini-1.5
initial_access
benign_query
3,238
0.511
false
3
26
fc95729ed805e47ebb91ca5dc9900775c84de6414a083712f992abea8d0fd902
android
allowed
content_filter
false
1
DEF2025_00003050
1,766,602,598,678
104.214.80.35
clean
Python-requests/2.31
b17c22c79827058be9821e69e5a435d3f33c81ac2d41b025230dc6309a059462
grok-3
defense_evasion
adversarial_example
642
0.144
true
4
24
24cfc0117266af9114452f0c23b8068d462cf8fcb13fca7448705fdfdc076e97
android
blocked
content_filter
true
0.93
DEF2025_00003051
1,766,570,618,340
84.92.103.63
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
cb63eb54f00bba4dfbd808a9cca6e649c45a31b8a7a6dfb28dba848997adddd0
gemini-1.5
reconnaissance
data_poisoning
1,555
0.569
true
27
210
f78e5b49532c7f607c3be74bba6dca2658d9f397a4c2504c0fb2e5cb10133958
android
blocked
jailbreak_detector
true
0.9
DEF2025_00003052
1,766,529,038,641
132.192.54.57
clean
PostmanRuntime/7.32
e9188c14d19a20da8f6a3916328c48d01892a61e552639c93c116803c15600d9
claude-3
discovery
benign_query
3,409
0.155
false
3
36
f9ab9b448693f5600fcdd1441919db99f5b57abec5190acba3df4cda88c155f2
ios
allowed
toxicity_classifier
false
1
DEF2025_00003053
1,766,523,518,915
98.65.82.98
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
b0f2c70728ab887a08f08edf499d706fe412fa905617b5c38ec0bc04debe2bca
claude-3
impact
prompt_injection
1,674
0.816
true
8
303
7d286c4a220d546b294ea967f0638d14ba5f1ca1f72efb324eb01e608a7060b9
ios
blocked
toxicity_classifier
true
0.91
DEF2025_00003054
1,766,553,158,333
135.208.74.20
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
f86e765100bb9b3937d2d1df69757a553f37dbd3564838187c2533a0cc71d4a0
claude-3
persistence
membership_inference
3,926
0.456
true
16
123
23a694225125e3c4b93bec819b45c03b9208869e846b015b780c436bb869ec1c
linux
allowed
toxicity_classifier
true
0.9
DEF2025_00003055
1,766,588,978,606
177.2.147.132
clean
Python-requests/2.31
29f3a2970f0442eb1c6ae273642ae4483e8fcac2a5124fd6a713a08c2d8252c7
llama-3
lateral_movement
benign_query
3,992
0.916
false
4
11
4d1e9263e2fa0fbd2d8c4e8aab6c0b0ebb6012d840bafc08ce78f558d44679af
macos
allowed
toxicity_classifier
false
1
DEF2025_00003056
1,766,559,938,258
102.8.238.232
clean
curl/8.1.2
20ff1a2c6340372ccc46e60c5f36655fdbfe2ca68bbcb64c50070fcffa011dcb
grok-4
defense_evasion
benign_query
1,185
0.538
false
2
25
754d9db14589029343c40c28a6d121ee7e9181a08e00cbfa54d4b7347cfe1a42
linux
allowed
rate_limit
false
1
DEF2025_00003057
1,766,553,338,401
175.152.23.82
clean
PostmanRuntime/7.32
fcf8b167a3aa756ac586ece341d6481b0e50dd7a548ea1ff8d68c841e2ed5512
llama-3
initial_access
benign_query
515
0.432
false
4
38
21c500b4a719bbe1abf7ca643414063489109c41b0cbadf63a2dc89c61446501
android
allowed
rate_limit
false
1
DEF2025_00003058
1,766,580,218,862
177.7.245.206
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
0501d0346e2b1ac0a2d194b5eb1d186199994b824ce4ba23103b9148a498227b
gemini-1.5
discovery
model_inversion
1,028
0.516
true
19
65
330cea5523e70a9b39b306039a630f902ea3496a98178b51f431b80ddf08f4b6
macos
blocked
rate_limit
true
0.93
DEF2025_00003059
1,766,575,598,759
41.191.134.129
clean
curl/8.1.2
82618d04ad19fa7dfd444fd714e3c10d435a14a8eb2e5001c4a4a039e4c8945f
grok-4
persistence
benign_query
1,650
0.64
false
3
34
b9879648dec9280ecbea846adb3dac762bc390d5df7431345e84cb78bcc39157
macos
allowed
rate_limit
false
1
DEF2025_00003060
1,766,558,079,024
86.92.223.121
clean
curl/8.1.2
53ca3b5e32520f81bb5ca85f28edffd7b7428fafde73f8035a5046c59cd939b2
grok-4
discovery
backdoor_trigger
1,175
0.262
true
2
38
c4ba7160b63253ebf713189552a9c969716b1ecccddd3a7cfe2db4d98ffb98a3
linux
blocked
jailbreak_detector
true
0.88
DEF2025_00003061
1,766,533,718,753
212.255.231.181
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
946682de9b36c3f6d6afe73857ebfd9ef7ed513bbaccea72a6cabbd94acb7964
grok-4
execution
membership_inference
2,491
0.605
true
16
167
e5ecc1d32abe2c3bbe993f43f5ab5425def3c8153adfc8a84feebbe362767e88
android
allowed
rate_limit
true
0.88
DEF2025_00003062
1,766,558,498,900
168.230.76.23
clean
PostmanRuntime/7.32
d930a6197bb4143cf4242f3335a2fcbcbd34a89b9a1fc6497a66a9698771a3ec
llama-3
exfiltration
prompt_injection
2,733
0.977
false
1
50
51ccde845f1124b060c14566c747ad10c14b4e7e88ba8cfdf665c525d507c2b0
macos
blocked
content_filter
true
0.88
DEF2025_00003063
1,766,547,818,794
52.93.90.162
clean
curl/8.1.2
089235fc919285200bbd6011700736e84b4df21e73e2fdaf4b9f832187586c56
llama-3
initial_access
benign_query
2,932
0.737
false
2
30
48274de5f815f54de12bfab8ebb1246be651d7d1718281e9cb1ade73d1541fa0
android
allowed
jailbreak_detector
false
1
DEF2025_00003064
1,766,593,358,794
42.106.115.101
clean
Python-requests/2.31
d9166cf9fed955edb9b95f8e8627da5031f43075c5dced87816955c8fd737b9c
claude-3
exfiltration
benign_query
3,328
0.866
false
5
34
09e3a86349b711826a9954518472a773c8ae5fd38ddc4515e5af70af1bd8f6c0
android
allowed
rate_limit
false
1
DEF2025_00003065
1,766,586,098,637
113.1.174.132
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
62134423cfa071e530ea8e33522746a72f3540e04677660f0669724e58f74753
gemini-1.5
exfiltration
backdoor_trigger
1,322
0.378
true
25
77
8afca2a878c12a6b66c8af6bc5a4d2785bfc971194172f3490c493d195c4160b
linux
allowed
toxicity_classifier
true
0.95
DEF2025_00003066
1,766,572,898,299
81.137.88.7
clean
Python-requests/2.31
dc86b986e943e0fbc219199160bdf950991103a9f0396fe95bba275b0652e2c4
gemini-1.5
credential_access
benign_query
2,422
0.458
false
4
29
08c3157d5e1554f5029911fc399238038c9e9ca9aea11e26c7397915a5881e13
android
allowed
rate_limit
false
1
DEF2025_00003067
1,766,563,299,130
185.7.35.118
clean
curl/8.1.2
1045194b5834b3065920d1359709fc83dcda9534abf09f0329696be2bed51f3e
claude-3
reconnaissance
benign_query
885
0.931
false
2
18
aa3f3cd9ca423df85ea9d5a7662fc5ef8a5e4178857d6f23dc83d7ece6643cbc
linux
allowed
jailbreak_detector
false
1
DEF2025_00003068
1,766,528,138,854
119.138.116.21
clean
Python-requests/2.31
ce07ae1fde9a7337621f0a811004b092259d3e7525c4ca7841ea7a7d3221e1fb
grok-4
defense_evasion
benign_query
1,468
0.394
false
4
41
649fc70da3025aaf60585c21db7e045bbcc45a6cd2d97f99fec8ad5e2c2fbfaf
android
allowed
rate_limit
false
1
DEF2025_00003069
1,766,532,338,650
146.56.37.12
clean
Python-requests/2.31
27b1f8c48dec9893bcebccc262ca051a4543dca9371d03711358d981209db127
gemini-1.5
persistence
benign_query
3,022
0.079
false
4
31
4330655fbe3e82b4d95aead6e8a4ee15aacec7e660fdd9f5ce67a02ee18da320
linux
allowed
toxicity_classifier
false
1
DEF2025_00003070
1,766,574,819,051
177.133.192.87
clean
curl/8.1.2
b71f98339020e01ce52aa043cfc8e3f13e6b1cb12ea0382d7b040e378aa9c696
llama-3
exfiltration
data_poisoning
1,840
0.664
false
2
38
5feec6f91b2af69af89a36e1b0c90d15b8cdbf45937078005fde5f0a040296e5
windows
blocked
content_filter
true
0.92
DEF2025_00003071
1,766,603,498,878
98.148.64.218
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
916ee6a56b176d25b598bcba95dd7f4b9ff1a5b318d14dd0aded5e0e2f6fae8b
grok-3
discovery
backdoor_trigger
1,056
0.163
false
18
310
29ed157bb0ad2a5032612411f52d827aa4322e824ca47428e1423a983fd3e50b
ios
blocked
toxicity_classifier
true
0.9
DEF2025_00003072
1,766,598,218,699
88.33.123.23
clean
curl/8.1.2
c844940b201d8d99f2cc2bf809dc4ab290a0a5fb82cf0556ccc1d7e78c48f2af
claude-3
reconnaissance
benign_query
1,883
0.757
false
2
27
8d29687691f97bd4570d1bbeedca92e4a39bc4c8ed3d1193d2b912364ad6318f
ios
allowed
jailbreak_detector
false
1
DEF2025_00003073
1,766,557,838,529
89.33.248.81
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
ee6d3f45d1fa9d7001d5e3ad2067d242be21b3e03fa87ffbf2a2fc194dabe2d3
grok-4
exfiltration
prompt_injection
1,081
0.144
true
10
93
75246806a299c8cb6870da21d674f2bf9c1b8cae8e8bf4dd44e83c8d6b3d7ae9
macos
allowed
content_filter
true
0.98
DEF2025_00003074
1,766,581,779,084
41.180.102.61
clean
Python-requests/2.31
5bb26f821c31073c4064162a25beec371e8f1c54586dd889e2dceb216dbe7951
grok-4
discovery
adversarial_example
516
0.865
true
4
19
c3ebddce7816a291843d75ec8f7699f8fc29ff19ae3075eba1b403862b446b3b
macos
blocked
toxicity_classifier
true
0.92
DEF2025_00003075
1,766,528,498,409
81.44.137.7
clean
curl/8.1.2
8bae91e20dbc5eeb567e88a731f4344108e364c7dee8bde464e83e2f28e99305
grok-3
initial_access
benign_query
2,485
0.922
false
5
45
93e0cb31b135d5acfe2503993b4f53825ba03249d5fd4b6d72f088553fc00a43
android
allowed
jailbreak_detector
false
1
DEF2025_00003076
1,766,554,478,338
213.216.135.54
clean
Python-requests/2.31
b115548bb6f54f89703e4e0b3da1bbc4c345ca88d5818ec8dc61d1d350d7c1b9
grok-3
reconnaissance
benign_query
1,472
0.047
false
2
26
e2f8a9054d94bb4323b2bdbd5050b2fa1ac1dbdb817846de04c06779139f40de
windows
allowed
rate_limit
false
1
DEF2025_00003077
1,766,568,939,031
82.241.95.74
clean
Python-requests/2.31
8d45c9bdd45f88f70cbe45f46a793e4a49c5e347aee9a2f1841808df4a74e1d0
claude-3
lateral_movement
adversarial_example
3,253
0.116
true
1
22
6c4b2764f4d3d5e2e5350dc7c315187a3d81e75450adc257b0a567db8e22bf1d
ios
blocked
content_filter
true
0.86
DEF2025_00003078
1,766,524,298,363
111.154.216.146
clean
PostmanRuntime/7.32
adbdef0c5df4cab5e3a567ff859742e51104747569518c01f7d8a2a73f101a7b
grok-3
execution
benign_query
1,432
0.204
false
3
30
3ac4dfe186c7b160efb55483a9f2e85176c28c26991e33ff03e7c33d8fcca935
android
allowed
toxicity_classifier
false
1
DEF2025_00003079
1,766,559,878,324
106.145.244.248
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
a500893582bf6d4d4cd74eeb8944183f8238b922ced04c1bc9720508c125ffbb
gemini-1.5
defense_evasion
data_poisoning
732
0.979
true
9
247
12cc3a8b5ee375ef8539334beae4aebee1d48248d4a55dfc67b43ee71762cda8
windows
blocked
rate_limit
true
0.98
DEF2025_00003080
1,766,533,058,824
134.77.34.118
clean
Python-requests/2.31
78196079d65dfb2576d8c7a7f434f093bedd8c755e3adc0b3116e006b31df172
grok-3
credential_access
jailbreak_attempt
3,306
0.507
true
2
10
211e16cabd9df089dce04f695465f09d223a8be8164e3348b53a01b616a5c029
linux
blocked
toxicity_classifier
true
0.92
DEF2025_00003081
1,766,531,859,090
24.218.143.4
clean
curl/8.1.2
bed4b24acee186279419b729d8babb02d632614fee412aad36bcd0bd3bde3203
claude-3
lateral_movement
benign_query
1,185
0.153
false
4
37
be9421cbd4fbe908ad71fe2a5add01cc84af8d20929e58a225517af85c8dfa75
android
allowed
jailbreak_detector
false
1
DEF2025_00003082
1,766,576,138,276
69.190.198.14
clean
PostmanRuntime/7.32
2892c568db5b600588beb862e24bbfaf6136b1de7928fbef9e52b634eca796ad
llama-3
credential_access
benign_query
3,756
0.074
false
1
28
e21a2305eabfa000b85ebd21fce96e112e192029c3b456860903757c480143b8
macos
allowed
toxicity_classifier
false
1
DEF2025_00003083
1,766,537,559,178
211.116.225.43
clean
PostmanRuntime/7.32
ff4c9a2d260fed619b189a240d849e702522fe2903eba881fbe0b6e1d6b1b9d2
grok-4
defense_evasion
benign_query
1,597
0.865
false
5
20
8c9fa2109cf1c006bf8518b2e864f79aa82436462e7d5bc3f51b4ff69b21a429
android
allowed
toxicity_classifier
false
1
DEF2025_00003084
1,766,578,838,488
151.30.168.77
clean
PostmanRuntime/7.32
b2ff9b674d0e03b6a988b9c65696c847f6d9aca0461ab3d07ee32f5b6ca98a8a
grok-4
collection
benign_query
647
0.76
false
2
42
3d4ac7b64b0fa80609a4edd5c5e50330de00e91c0f24780727748731b014f245
linux
allowed
toxicity_classifier
false
1
DEF2025_00003085
1,766,545,478,510
9.186.76.51
clean
curl/8.1.2
9738eca32978eea26081d9e1b5c4102c8e125dc269c72e8ef81a639da33f3a07
gemini-1.5
persistence
benign_query
2,021
0.912
false
2
10
d26b3b8bc5fd9b3ce78187ba2019a4d1f1bbf27a64b762beb74a79107a4fc2bf
ios
allowed
rate_limit
false
1
DEF2025_00003086
1,766,573,618,680
44.5.175.94
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
e1b2b885bb16935abb72ffa447fa48802d4845819bc791e315671663a642b627
gemini-1.5
collection
prompt_injection
922
0.982
true
9
340
b6a08d18c1c91ed8badbb144bc38218aba471aa93c10406315c5ccf998d1a5fd
macos
blocked
jailbreak_detector
true
0.86
DEF2025_00003087
1,766,574,518,745
166.185.112.45
clean
PostmanRuntime/7.32
70faed5fefd912fc0dc7bffaf3d5620809de5f41969ba9dc44827ee251149cb7
grok-4
persistence
benign_query
1,514
0.412
false
1
17
bca87f1298b59e29d2376237e54c55b1fef632b6dd889b37c30ab7a1d0116164
windows
allowed
content_filter
false
1
DEF2025_00003088
1,766,519,918,598
98.62.204.246
clean
Python-requests/2.31
9bb55891fb120303dda56e3d362d9dd45b78e45c10890b6e038d1faf1d4877fe
grok-4
credential_access
benign_query
2,333
0.071
false
3
48
3da06cc6b1580bd57e9b2511faa69a056514ae3fdf8166cd99a0862703443b1a
ios
allowed
content_filter
false
1
DEF2025_00003089
1,766,535,278,682
58.65.248.48
clean
Python-requests/2.31
19db5871f7c091929706a97d0cd589832f2edf952d96a504b14fc521462f51ca
claude-3
lateral_movement
benign_query
4,091
0.774
false
3
18
64cba20a5dacc9263df9045ddc78030e49c8bce22cc5c70973c1ba6b305ee71b
android
allowed
jailbreak_detector
false
1
DEF2025_00003090
1,766,602,958,654
124.134.86.142
clean
PostmanRuntime/7.32
5073b092f54d800a3a50ed60dd072965bb9614d1a9e60d35622a3cd4f96bf0cd
grok-3
credential_access
model_inversion
3,115
0.494
true
2
34
847ef88fac42547c45a8ad9216a3a98dbc5107a737fb76e7c0323b66f8035751
macos
blocked
rate_limit
true
0.97
DEF2025_00003091
1,766,554,418,324
161.111.178.239
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
155b63c0e0c2f2f037dbc0527bb875636a8ecf3a680c58aa3184347620a6df51
grok-3
persistence
adversarial_example
3,499
0.555
true
15
191
e70b617defd786392eb9bfb3a3a241478ff22b0c392cf4f3fda55af64b93c626
linux
blocked
content_filter
true
0.91
DEF2025_00003092
1,766,603,798,291
191.222.154.146
clean
Python-requests/2.31
d20142e49d9d1613be2e2257f7d83249653d0b13406ac3b62f1d3c2b779e1d94
grok-4
lateral_movement
benign_query
3,501
0.732
false
5
33
24cd6daab8daa708ed1685a180f67cd5a636f33936cd66891fc7635819c46186
ios
allowed
jailbreak_detector
false
1
DEF2025_00003093
1,766,600,679,168
212.85.252.53
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
346e2babfd8468f93f8b61581885338ce7f362dc2dafabc4fae1a7b607927cfb
llama-3
impact
membership_inference
2,545
0.224
true
5
393
d23e069ec08061dd1c6b3193d6b172d51d039f3b9aea01dcb8c73bed787155f0
windows
blocked
toxicity_classifier
true
0.87
DEF2025_00003094
1,766,534,018,875
184.117.110.182
clean
curl/8.1.2
09ea55636c157c21bdb1741e2f90e4bf2d2b052bf626eb37a867a15d2a5a2288
gemini-1.5
discovery
benign_query
1,092
0.874
false
2
31
eced6e7df397d0f1b66ea2722fe546b521d34f36ab121fdf0bb166587ced5b17
ios
allowed
rate_limit
false
1
DEF2025_00003095
1,766,579,619,086
191.138.229.83
clean
curl/8.1.2
160050395f81bc9f20281757c03ee96fc5e037fdf141e5deaf54c559e2978079
gemini-1.5
initial_access
benign_query
1,463
0.164
false
5
26
8f7eb95c35d1019ceddc9609eca3cb79a9bbcc83ea0bdd928a90790a4f2abb39
windows
allowed
content_filter
false
1
DEF2025_00003096
1,766,575,238,936
192.205.65.36
clean
PostmanRuntime/7.32
d0564f02b0193247d06c608bea6b13fcef44af4fd2cf02f5909341e09c943876
gemini-1.5
lateral_movement
benign_query
934
0.522
false
1
24
fabb631a0fb15bd54440000d2d2d9e0d48bca312cd96265d3e36c537e6c5534a
macos
allowed
toxicity_classifier
false
1
DEF2025_00003097
1,766,556,098,299
178.53.94.223
clean
curl/8.1.2
67c0207ddb7f1dc48382a5aad0a9cd67c2d6da774c88a8bac4313ba8e1652e33
grok-4
defense_evasion
benign_query
3,216
0.489
false
1
17
6066590328f7a1fcccaff285ea76be9fe638421540f3456e2fbba07299cd28ea
linux
allowed
toxicity_classifier
false
1
DEF2025_00003098
1,766,563,598,449
190.204.181.145
clean
PostmanRuntime/7.32
a377cba1fff59efe7f8f052db63fd25d1ba443c56987133a2c2c35c715ff3859
grok-3
discovery
prompt_injection
583
0.799
true
4
15
77de620fa5a9daf3b5987d51d389ae892c207ecdd63679e78209f7eae899db1c
windows
blocked
toxicity_classifier
true
0.91
DEF2025_00003099
1,766,583,519,089
150.155.118.207
clean
PostmanRuntime/7.32
0ea1093bbe8118b9133ba218818caf9863e32f08f4ab415d921f74dfe3493bbf
grok-3
collection
membership_inference
2,250
0.684
true
2
35
203feaac69938f2a1e8d132a51c965e2f50b66d7e06958c1eed384abd13322a0
ios
blocked
content_filter
true
0.87