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_00012000
1,766,580,906,605
195.42.98.122
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
5dfc89705d7e0616750847601fe45908daca3bc66bc80daaf4e628f7e1a1524f
grok-4
persistence
model_inversion
2,820
0.087
true
9
306
696de6abca429bb9700cb84fbe939fda754a203b83d8e71b5bc398785656e749
linux
blocked
jailbreak_detector
true
0.89
DEF2025_00012001
1,766,580,965,986
206.250.184.166
clean
Python-requests/2.31
e083377c7551c280d69b80accda434be251301c7751487592bba2520e1627bcc
grok-4
execution
benign_query
2,161
0.697
false
3
20
63f16bdfd887fc0c8a5da3e14f7eb7cf5009d38d372d2dbba3aea18cc8ab4f0f
ios
allowed
jailbreak_detector
false
1
DEF2025_00012002
1,766,544,605,720
53.63.123.174
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
894b4c1f12d0f99a998b7ba2e2af8675a82cd82174d89ea5e51d693ba8bb638c
llama-3
lateral_movement
backdoor_trigger
1,446
0.995
false
16
227
d14e3ec93bc2b27edcb6e100d3a2ce9f0b2cd647d7a504a155aaf8ec3d837005
ios
blocked
rate_limit
true
0.91
DEF2025_00012003
1,766,592,306,313
97.17.116.137
clean
PostmanRuntime/7.32
91cfc8ff7953c6dfb7814baa0c38f1302f21881bff8c643543f489e2a8cbaa77
grok-4
exfiltration
benign_query
1,364
0.944
false
3
38
371213a2bfe1d952c0bbdfca97959432206bfc7076ab5c6bb2526da929f84501
android
allowed
toxicity_classifier
false
1
DEF2025_00012004
1,766,580,786,149
110.209.144.187
clean
curl/8.1.2
f3f78574bef4823fed00046cf5f7aa85d0d704e6f78b885be9e8ebafbf7f68e3
claude-3
defense_evasion
membership_inference
2,307
0.375
false
5
43
fa2cead9b7aaf8798df97831c368ab0d467d9c1fe1b57a15e709c7981713e4a2
linux
allowed
toxicity_classifier
true
0.91
DEF2025_00012005
1,766,563,865,743
81.14.166.53
clean
curl/8.1.2
66d2e7d507c72c566d4705ad1ad43039c11a5ef7f7316215a0c80092cd3cd436
grok-3
lateral_movement
benign_query
2,328
0.138
false
2
45
23569ad88f1fd7e14b1f0704921e061333661091e594dfa0f911f7ee93a5c51e
android
allowed
jailbreak_detector
false
1
DEF2025_00012006
1,766,563,326,251
167.87.140.130
clean
curl/8.1.2
ed37e1f23c4ac16ebdd17b92a9cc3355d37b247fd5dd5a48c3bbb358e4aa24ba
grok-4
reconnaissance
benign_query
2,640
0.808
false
5
16
fe75c41aeb04e4fe0041f8964369f7633f2a5ec3d26b38776081b56676d70d7a
android
allowed
content_filter
false
1
DEF2025_00012007
1,766,548,566,371
124.167.104.187
clean
curl/8.1.2
2dc9e538a3b1de85cacdbfc23ea0dc2d159d8f3bbfa93356c188a40ca8546829
grok-4
collection
benign_query
2,535
0.797
false
3
11
3ce510608197a970b8cd6d572f09449ddf6ddd1a9438f3d3ff19a30844a2694d
macos
allowed
jailbreak_detector
false
1
DEF2025_00012008
1,766,549,106,695
194.97.63.112
clean
Python-requests/2.31
b35a137b8439af12b8e3cc1411819da5ea166ad19934ef419607978b3e65f2b4
claude-3
credential_access
benign_query
3,436
0.738
false
1
26
c7d13495783e4607638ef6ec060c52e1b44490f2c2621f7bd13b4ffdedba1d8c
android
allowed
content_filter
false
1
DEF2025_00012009
1,766,525,346,165
128.222.21.2
clean
PostmanRuntime/7.32
6a696017a73d6578ca885fac60f2ca30c5e68300849d0456607040ce77bdf979
gemini-1.5
impact
benign_query
584
0.753
false
2
46
f9f38882adeddd0b25dd5268e4b3c3dc6d7ffecb288693f4344773a055dd0104
ios
allowed
rate_limit
false
1
DEF2025_00012010
1,766,542,805,934
70.123.154.170
clean
PostmanRuntime/7.32
6d3b2bf59daa3bff57c30f097a5c2257b53e5a78832fb316d1aa0f165faf38ca
grok-3
persistence
benign_query
3,364
0.523
false
3
37
32028991ad18d72acb100c23ddf5b01fe30c1b2332ff72b60eb7bf231f8794f0
ios
allowed
content_filter
false
1
DEF2025_00012011
1,766,589,605,823
7.175.76.174
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
7a06e6ebb2514e3629b1ad27810bbf1bbb35a4c89ce32726f28e63747aba6015
grok-3
discovery
jailbreak_attempt
1,380
0.034
true
11
379
f6714b5385cfeec8b404babfdab56e03ff132088358fa4b085e0f7a3f3af96e1
ios
blocked
jailbreak_detector
true
0.99
DEF2025_00012012
1,766,564,646,655
89.173.191.119
clean
curl/8.1.2
45cbf2f99211f41f7f03258750ee08664594c01505edbee6af3b8234992d06e3
grok-3
collection
benign_query
928
0.36
false
3
44
f8a57b1d3085acd18d7f6b2c725c687a568d003243a7f9a2023ca1800366398d
android
allowed
toxicity_classifier
false
1
DEF2025_00012013
1,766,523,066,174
159.213.74.63
clean
PostmanRuntime/7.32
273e81ab2779cfcb07e11426050d634d5d209de8125fbe83746de87e67695a4c
gemini-1.5
execution
benign_query
3,360
0.484
false
2
14
832bbb286fe38af16a0f1f3ff27f585045145cd808e8213b4624662d9d8e3756
ios
allowed
toxicity_classifier
false
1
DEF2025_00012014
1,766,576,526,356
147.9.224.164
clean
curl/8.1.2
e77b8597d2cd7adc476297c1fc2da2c776478b05604482febf2d5857d7646b2c
gemini-1.5
initial_access
benign_query
1,072
0.99
false
4
26
319ac78805fd5d9378ed7c880bf478b57c4579321d67ba16beae4ba58661bef7
ios
allowed
rate_limit
false
1
DEF2025_00012015
1,766,550,906,648
86.237.223.58
clean
Python-requests/2.31
7c2a1e9ff54e9d02df157307d0ea5ec671a6abce0ecd95522769c619cb21d182
grok-3
discovery
data_poisoning
2,937
0.328
true
5
13
66071e14043882dcafa7c8a8914046f815b3193736dadd2e698c71e4b7d75c66
ios
blocked
rate_limit
true
0.87
DEF2025_00012016
1,766,545,265,856
80.203.136.174
clean
Python-requests/2.31
ed3c5cdcc4f2bf8fdd384491cd7e3da4273a8637e815cb8d147e93f2ebd2df5b
grok-3
lateral_movement
benign_query
863
0.839
false
2
29
159a7feeddb9609a515ea86aaac5362118fb398a3e19e4ebaa073eeb8b96dc52
macos
allowed
rate_limit
false
1
DEF2025_00012017
1,766,588,886,067
76.27.242.150
clean
Python-requests/2.31
41e09b7ad00fcc1de9d6ac9117a403d5fcb677b4e4fcfe687a45590ad2b4d919
grok-3
reconnaissance
benign_query
3,895
0.031
false
3
19
f72758953147e9762de88eebd44a9a4ea385c3f7e9d5ec6be906eeda874164e8
linux
allowed
rate_limit
false
1
DEF2025_00012018
1,766,586,305,938
199.138.16.81
clean
Python-requests/2.31
b720dd20dc69a26dcea70ac58d77db0b496f5dade224c5d3c95dbb994cc13e5f
claude-3
impact
benign_query
593
0.114
false
4
50
84098ed3ca3fc04bf262e7484c87b9180a3d5d49d810f10409b1dc5ee962f623
macos
allowed
toxicity_classifier
false
1
DEF2025_00012019
1,766,574,185,980
210.80.74.33
clean
PostmanRuntime/7.32
082e870be705e2ccc1cdabb9f5278996ad12b9a45943cfa977e338043ed52b1f
gemini-1.5
credential_access
adversarial_example
2,251
0.686
true
4
32
8c4c64c61a200f730cbd18eff285e7bcdcf18bdff2a6473680f479496320ed5e
windows
blocked
jailbreak_detector
true
0.98
DEF2025_00012020
1,766,542,566,575
2.57.53.207
clean
PostmanRuntime/7.32
a4472baecea6dcf8ecb57a13dbda774b9518c71e5ec667adf29b116a61ad5f19
llama-3
impact
benign_query
3,311
0.864
false
1
40
1a12f13f062bbbba2f533c8e6746de3d22f470655d6b31a5cb94ad3d53dd017d
android
allowed
rate_limit
false
1
DEF2025_00012021
1,766,599,446,141
146.133.114.189
clean
PostmanRuntime/7.32
acae6de759e3294bd6495fab678d0646bfc95284744b8a6bbf5e4014d56137e8
llama-3
execution
prompt_injection
605
0.081
true
1
38
948554d4cc6321b31b0b0dfdb76139145be964dc9df3a3aacaf5bef53b098578
linux
blocked
jailbreak_detector
true
0.96
DEF2025_00012022
1,766,561,886,412
103.250.11.31
clean
curl/8.1.2
3d2a8c535b102baf08cecaacd5c4073be80abc30da7acd9a1b30c950a239e2cf
grok-4
impact
jailbreak_attempt
2,801
0.972
true
5
31
7b9efc6da95aa2f3ed406776d02f5c46acfd37f146cf1b5f560c2d3dff7ad2a6
linux
blocked
toxicity_classifier
true
0.89
DEF2025_00012023
1,766,562,726,060
156.162.42.39
clean
curl/8.1.2
a86ed5768a7b9873e6808acb5e36cd61a18707c907c5874c372da9debdd047d4
gemini-1.5
credential_access
backdoor_trigger
760
0.071
true
2
30
1f1f473aadb353c83f0878aa94078332ecd6117c6c1484b6c0f1caba9ff20828
linux
blocked
toxicity_classifier
true
0.88
DEF2025_00012024
1,766,554,025,797
128.29.183.82
clean
Python-requests/2.31
c76cefcfeb04dd3a8a99bbccc4970d257ffaa654002e503f0cc76a688b97af80
llama-3
exfiltration
benign_query
860
0.298
false
2
23
78975901e2b5087722123bea6b9504a018f3e56dbf587fa79c2beeb180207540
macos
allowed
toxicity_classifier
false
1
DEF2025_00012025
1,766,581,686,032
13.187.166.231
clean
curl/8.1.2
2438bfbf005ccacbf65dce3fa8523995de3d094279d415d2fa9576a3c670e1c0
grok-3
collection
benign_query
1,031
0.675
false
5
50
9458c1a34e63e6889021e1a21d131b35ca9517024d519a59f805f4f311c85d60
macos
allowed
jailbreak_detector
false
1
DEF2025_00012026
1,766,581,806,753
181.134.145.251
clean
Python-requests/2.31
9cb45d0f29ebd1a5547a635a28e3d144c34029a58caf8e51b0055e1a2229be66
llama-3
defense_evasion
jailbreak_attempt
1,274
0.16
true
5
30
8d528fbe6002c1fad20ad9f53300aac89485452dcbe50c3f722c9eba97f9ab69
windows
blocked
jailbreak_detector
true
0.92
DEF2025_00012027
1,766,542,986,266
217.159.127.134
clean
Python-requests/2.31
4695ce404f3dcbd96fbc918975d56424795e036834423d1b07a8754159c2ae57
grok-4
collection
data_poisoning
2,890
0.425
true
1
21
9066f7a0948f68b1bd6597469031d204708bb7071e41c19fb7ab55dfd2503a72
ios
blocked
jailbreak_detector
true
0.91
DEF2025_00012028
1,766,582,226,121
171.52.195.20
clean
Python-requests/2.31
ff7c99cfa61f2928c6d2c346662d862ff4b91b58c2950c2b0623bee85f08cef2
gemini-1.5
exfiltration
benign_query
527
0.83
false
3
18
b484f01d92c5770f2da5997c5cad2cf83e3cbeb665ff14323b5e3875b1562b54
android
allowed
jailbreak_detector
false
1
DEF2025_00012029
1,766,561,225,871
87.51.106.204
clean
Python-requests/2.31
9df6305aec61e5d075cc4f5e679567e5361f839a509b5581801ecb0883437c91
grok-4
exfiltration
benign_query
1,845
0.855
false
4
45
8bebcd998ebe387bde266c657d12fbff903ce9b14c261c37423df6d75491d887
linux
allowed
content_filter
false
1
DEF2025_00012030
1,766,594,645,837
195.3.131.113
clean
Python-requests/2.31
6a0ab72642e169e32011d60ec501d56e70a8f91d7377d5839df808805dae8c79
claude-3
impact
backdoor_trigger
1,313
0.075
true
1
48
01e5ec3f68a4c0be69f40d5c7d1906df026b6e8950a6c609f677e492450e32e1
android
blocked
toxicity_classifier
true
0.94
DEF2025_00012031
1,766,598,066,632
126.4.222.3
clean
PostmanRuntime/7.32
7cfb0fb7ecaac94c41d3d1688374ec43bb6af7c0384f52034c3007b2ae4fb8ec
llama-3
discovery
benign_query
1,611
0.075
false
2
31
e6144498fa221a4b5034971bb5f1340d7e4d5d8047d0dd37f4ce682e5428f2b6
windows
allowed
toxicity_classifier
false
1
DEF2025_00012032
1,766,569,566,345
119.67.5.147
clean
Python-requests/2.31
15616fba11d87f3d0664d9bce5337a930b1865f4374447c1c788a522758ff070
llama-3
collection
benign_query
2,836
0.365
false
4
12
09e882ffa50a7f2654dd18dfaaf50a413a84c2f6c1115661d66d3f2063c7441e
ios
allowed
rate_limit
false
1
DEF2025_00012033
1,766,540,946,681
147.9.40.98
clean
curl/8.1.2
8843c4720ab55fc80626b104e459219bc5cdd41aef62c0f3bd81b68c665f0ed0
grok-4
execution
jailbreak_attempt
2,729
0.657
true
5
26
95b66868bb30b393c98db800859f05a5f6257e00831413e26dbb72e53abe7e3a
linux
blocked
toxicity_classifier
true
0.93
DEF2025_00012034
1,766,534,826,049
158.200.17.56
clean
Python-requests/2.31
4c17a4f429487db12c2e6b57818f641b3c20adafdcd9063d2f363fd43e5578f2
llama-3
collection
benign_query
3,406
0.899
false
4
27
b3ee185b6499cd9646f37baf94658a55888e2192405c331943d7f6f31a95225b
ios
allowed
jailbreak_detector
false
1
DEF2025_00012035
1,766,539,386,358
148.29.67.63
clean
PostmanRuntime/7.32
5f23dce034b5f5ac79162f978d4e467f7b37c247d568ffb03289933b222a5326
grok-3
persistence
benign_query
2,030
0.598
false
5
18
a96937d0c1b3aa81d8f82486f97a177e6bdefb95afa6864c2d81d8edfc15ad77
ios
allowed
toxicity_classifier
false
1
DEF2025_00012036
1,766,522,526,228
14.149.18.164
clean
PostmanRuntime/7.32
af41c7e87e36b87efd7c7095107af2ae61c97a77997e4fa9b2efc7437bc1f5ba
claude-3
execution
benign_query
2,906
0.349
false
1
10
55ad812ad83a89f99a0d0454b8cb9e7aee6e1594a20a9e0ab1253d818542d453
linux
allowed
toxicity_classifier
false
1
DEF2025_00012037
1,766,529,546,823
8.218.183.105
clean
Python-requests/2.31
7cefe16423f1041944f98b6b9f3dc1c4eb2f6c421a7c0e989f5df901eb48748c
grok-4
reconnaissance
benign_query
1,164
0.258
false
1
38
174367d0a61f9b750da00dff73b1b2b5b60d6899ed7ebbaeff6c2281b9a09960
android
allowed
toxicity_classifier
false
1
DEF2025_00012038
1,766,600,886,079
49.176.70.74
clean
curl/8.1.2
09edd4f419e51780403dae796aef6fd5dcdbf67c30004efca0242ec37292ef4b
gemini-1.5
persistence
benign_query
3,264
0.359
false
4
39
4aff47e7a0d3f26437a26d3847512729bf1c8fa476653655f4fe8a446c514d91
macos
allowed
toxicity_classifier
false
1
DEF2025_00012039
1,766,528,765,903
158.63.119.91
clean
PostmanRuntime/7.32
96e1d73bb74daa9c435fa1d939555cb02581e9d7f234de535e1049e537e22587
grok-3
reconnaissance
benign_query
3,417
0.857
false
1
34
d74c3f5a4b4a379127a4f87dce895535b1993cc5b2871e8593f3747b98252fad
windows
allowed
content_filter
false
1
DEF2025_00012040
1,766,565,246,617
82.108.193.182
clean
curl/8.1.2
426967b0eb1e0c3ccfc84eda2ce13f0a0eee0c0827b79dc86fb3e505353a6532
grok-3
execution
adversarial_example
3,496
0.983
true
5
12
9f0d52a58e000a1e98174f6b0c02635ccffb36aac9e926e972b392c1a33fa13b
windows
blocked
toxicity_classifier
true
0.98
DEF2025_00012041
1,766,603,586,423
133.30.61.217
clean
PostmanRuntime/7.32
dc35f6dceefc11f4b8b47e5e03a8ea112a38dd4876f627a606a4d34e10cc0dc0
claude-3
execution
benign_query
2,905
0.377
false
5
27
19fa2e5b1b7bb698da41c421ff844b4d2af8d6f9c12f950b01d38b900efb1ef2
linux
allowed
rate_limit
false
1
DEF2025_00012042
1,766,542,266,784
86.61.91.240
clean
PostmanRuntime/7.32
b9eebcfd200a1fbcdfe8769a5e9ee4c01ef7503ab454e62202a62fe70b6b6a71
grok-4
collection
benign_query
1,450
0.321
false
5
10
2f7de2b32a4bb9abed5f3f6934e6361774ef7764204133933d7e1e6bbe3c2900
android
allowed
rate_limit
false
1
DEF2025_00012043
1,766,520,666,096
90.228.152.23
clean
PostmanRuntime/7.32
a06c3b67af90cd167be38e7f809eda9d73eda68dcaa32c93217cc500385326f8
grok-3
discovery
benign_query
1,255
0.809
false
2
47
3e08ad252efb2ea22f84c52abdd2ea51616773ece21ba10c2ef5095db192d19a
windows
allowed
content_filter
false
1
DEF2025_00012044
1,766,521,806,489
6.117.232.251
clean
curl/8.1.2
09b7caad0a165bd1cc5d863cac20707e46f7b0c11e3f2e2470a9e30824520134
claude-3
credential_access
membership_inference
1,818
0.216
true
5
43
fa2a3adcb932606514ef22f34a75c1519b2e3a34ca75fffa5e0722580d352193
macos
blocked
rate_limit
true
0.97
DEF2025_00012045
1,766,586,246,181
163.77.218.83
clean
Python-requests/2.31
9ee24de630b57424078abc4aeb7fc7f6d3d57e0cdda2a3c00a3937e70e2de7c1
llama-3
credential_access
benign_query
1,990
0.881
false
4
19
85754b274bf906eb76a5b49db96072e10c3a4da21f53c30f64f8712fcae55b25
linux
allowed
jailbreak_detector
false
1
DEF2025_00012046
1,766,592,186,238
148.123.252.190
clean
Python-requests/2.31
d1d0a926273bc6786763dd52535d336bee3b6950b931edbd69419a40f2e244b1
grok-4
credential_access
model_inversion
846
0.11
true
5
26
14b3eef6594d96052ebccf3f58f4136f628bf73d5cb5f756cc4e188ccc8b1114
ios
blocked
toxicity_classifier
true
0.9
DEF2025_00012047
1,766,568,486,674
215.253.191.219
clean
PostmanRuntime/7.32
3bccbde50e5e13b6bc11cc102a2809b04686f1c7770f8699051a0752b8ab2d18
llama-3
reconnaissance
jailbreak_attempt
3,766
0.634
true
2
38
c17280a2842f054a0dcd81c4aeef6aa39c0ca080100656b86d2c9269224a7f29
windows
blocked
toxicity_classifier
true
0.98
DEF2025_00012048
1,766,596,146,599
173.131.76.123
clean
PostmanRuntime/7.32
f3c74f14d3a83abf1f081ff1c87e1f50f878452c0b96251a5b994f15b3feadba
grok-4
impact
benign_query
3,715
0.1
false
4
34
8c2c1c8ec11bab7d18d28cb6b3ec75087a81e32d0d0d009d722824b390f902e3
ios
allowed
rate_limit
false
1
DEF2025_00012049
1,766,524,386,488
19.91.43.117
clean
PostmanRuntime/7.32
622c351b2fd359e063aca89d339960100022bcbdadb501f3b489f585f1bd8cae
llama-3
execution
membership_inference
2,865
0.393
true
4
22
e8a00b065ffcd7d0e764eef976a4d1676519ad70e66a1587e5eb53926043e74a
linux
blocked
toxicity_classifier
true
0.89
DEF2025_00012050
1,766,550,726,586
9.106.64.104
clean
PostmanRuntime/7.32
0fb3f77715e4abad9106916798a5ff4389b071ab38605ef2ba72380a0e55cd98
llama-3
lateral_movement
benign_query
3,029
0.425
false
1
41
709cec720546f9167a8f21c29b7374807c6a56d1070cecad1714711a2c9024e9
linux
allowed
content_filter
false
1
DEF2025_00012051
1,766,570,766,319
174.155.228.182
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
16fe2dcaa4238551b1441536a9f37d1a3c6dfdfde66bd1548b1a801ed19068e4
grok-4
execution
jailbreak_attempt
2,694
0.475
true
20
124
10d26232ff2e8497afcd04718318a1a8d4a9f3efabf8a64373c25ab5b9491661
linux
blocked
content_filter
true
0.97
DEF2025_00012052
1,766,556,906,558
45.124.143.252
clean
curl/8.1.2
321b0f11ae4ecbee353972f7e30367c0248555a7d94523ccc3000f812c505651
gemini-1.5
credential_access
benign_query
833
0.898
false
2
40
301b934c2fbcc662b49d06281551d13022b4c4784e225063c90f00fe7ff59761
ios
allowed
jailbreak_detector
false
1
DEF2025_00012053
1,766,525,346,227
168.55.223.141
clean
Python-requests/2.31
6ce07f2c21474cb3e77f68cb2966ca5670cbf1788e808e9f350f54b75972abf7
gemini-1.5
defense_evasion
benign_query
3,033
0.674
false
5
21
0799b0c4993bd9ace95116551ec33ab2b27f5aac40e91047775b992519b56d4c
linux
allowed
jailbreak_detector
false
1
DEF2025_00012054
1,766,588,886,070
134.14.42.148
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
f4b36c904d0f1fa92fb79c5fc1c78dea23483c35ab12430428a064a798352f21
grok-4
reconnaissance
backdoor_trigger
1,436
0.338
true
7
229
7d2c5ff9fb0c7563ed54cc60a10117bd18ab1c93708c2faa47c34d09e21a95d7
ios
blocked
rate_limit
true
0.98
DEF2025_00012055
1,766,520,246,369
149.56.8.78
clean
curl/8.1.2
65c5e86d570652fa57c2677657d9ccb5804247d89ca4ffea2843d6bb550dd597
claude-3
exfiltration
adversarial_example
3,442
0.5
false
1
12
63c641c8b4e18914eb6d47fa784b2ea85f83ff70ec11168a7fd7fade2ec80fa4
windows
blocked
jailbreak_detector
true
0.95
DEF2025_00012056
1,766,527,506,325
164.134.49.16
clean
curl/8.1.2
974b10ef74702d8249eb10aac6b3722f158dceee762328ad6bd9b519fcdb5763
grok-3
reconnaissance
adversarial_example
1,445
0.561
false
1
27
2490f3084e7463c7f7e2d4985040264846f21b6726128211b61fb5b820e40e4a
windows
blocked
rate_limit
true
0.94
DEF2025_00012057
1,766,517,846,407
158.80.115.42
clean
curl/8.1.2
cac4d5b05c064f04e8fee2cecb9a2415d7b2720ef9910d333bf0602a5afd28c2
gemini-1.5
exfiltration
benign_query
3,117
0.224
false
5
41
fb29ac6ccc2263baa541c134040f5b22d8ed647503cbbadb9a927cf7f26667f0
android
allowed
content_filter
false
1
DEF2025_00012058
1,766,534,766,733
54.85.242.242
clean
PostmanRuntime/7.32
87c36237c911653c81969d31f68397231b599eb70de76d00c6193a5b8ecb83d5
grok-4
lateral_movement
benign_query
1,995
0.396
false
4
50
07a94685c304fad6ba2a638242b94482add1a2747d3f69a2f9d34e6f30416c78
android
allowed
content_filter
false
1
DEF2025_00012059
1,766,518,926,372
203.81.165.75
clean
Python-requests/2.31
fb0c5baf6734c1b7329b34e79b02bbeeab51520c4bce908bee976ac81141a2a7
gemini-1.5
credential_access
jailbreak_attempt
1,230
0.141
false
5
23
554909230882d02e6a11b675cfae6266d40d150bff5265cf42ccd10447f5f1e9
windows
blocked
content_filter
true
0.95
DEF2025_00012060
1,766,524,566,673
85.209.4.94
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
da3c3abf5f389160f3c73eae8c234dd44ad65d704db56b3efb1f2056908269ad
grok-3
exfiltration
prompt_injection
3,543
0.105
true
9
150
f05f9e7cfc6e4ed10399eee2c624ace48ec42c00db7d5aa0a6eecfc505de1d96
linux
blocked
rate_limit
true
0.94
DEF2025_00012061
1,766,561,706,304
221.208.170.212
clean
PostmanRuntime/7.32
dea973243415b958d951b1516d83e9fe1379c7d3c565665f4ac889495d726191
llama-3
initial_access
benign_query
905
0.727
false
3
44
a7484e1eaac3d3d7427fbd13309e95e7186c98e33eec6017fb9b9b42f877f0a6
linux
allowed
rate_limit
false
1
DEF2025_00012062
1,766,598,426,675
161.247.189.20
clean
Python-requests/2.31
60906e6083db931bea46112e9bda44717a65bc7ff0c58da5632cf78a6ced17d4
gemini-1.5
defense_evasion
jailbreak_attempt
1,101
0.826
true
3
42
2b0d3fca2edfdda7e1d5c41b02dc780724464c8b47a81cf63704faa50713f501
ios
blocked
jailbreak_detector
true
0.86
DEF2025_00012063
1,766,568,846,043
201.215.16.64
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
570c8d3c9a4b394a382e0a2d6aa8f88c1fa1a293168f2d22d1a8f6fed0fdc8e3
gemini-1.5
lateral_movement
adversarial_example
3,859
0.523
true
6
307
6b3c55f9d3006a8b769bef175560ad74523fb54de7d46e6304d5fd820fdec001
android
blocked
rate_limit
true
0.92
DEF2025_00012064
1,766,576,646,966
205.205.91.228
clean
PostmanRuntime/7.32
8849a95e15711e2c52826b76b13f9c37f77a370fcae07fa0e0414db7fba28408
grok-3
collection
benign_query
3,579
0.263
false
1
28
5f7430d9c005c1eb20d9f3b53488d49615ba0ebdfe1c71f0aae088e2ce30ef3f
macos
allowed
jailbreak_detector
false
1
DEF2025_00012065
1,766,526,906,422
95.152.102.222
clean
PostmanRuntime/7.32
bbbfd6f6af7083d9c7234f2a5e951c29aab9a1a66b173f3e196d6d802abc9550
grok-3
reconnaissance
benign_query
1,737
0.37
false
1
39
fa0a2f177329f30b5d4732fd9bb8db4ab5b3800912613a73cddb13b6b1d5ff80
linux
allowed
rate_limit
false
1
DEF2025_00012066
1,766,554,926,169
148.149.99.203
clean
curl/8.1.2
f357f52d7ca6c2c2e4e7aad99e6389867b623a89494b774def938541dd940f4a
llama-3
initial_access
benign_query
2,202
0.723
false
2
29
bdff28c4325ac6169086b2868f8bc5925107734e7dcfb0d1d5e6f5179f9c5756
linux
allowed
toxicity_classifier
false
1
DEF2025_00012067
1,766,563,866,860
19.198.66.101
clean
curl/8.1.2
d6ea239a9d6f30db1d945d5e0775cd1acf4a63e5af0b140d81af36762f79422f
grok-3
initial_access
benign_query
2,206
0.244
false
4
45
fa4478afdbaf0938928d8c16ce13e2cb8e8ad0b8423d892799b96a1e9a746285
ios
allowed
rate_limit
false
1
DEF2025_00012068
1,766,603,706,669
104.240.234.245
clean
Python-requests/2.31
3a6b12ac900b88fd2ed80c1643c2b0256459c375568537a552eb74f35818d025
claude-3
collection
benign_query
2,715
0.272
false
1
28
df5854215cf126db0b8e731a0fc28ebfc373ca277f99e4296396f62ff66d0f9d
windows
allowed
rate_limit
false
1
DEF2025_00012069
1,766,590,207,000
83.154.197.203
clean
PostmanRuntime/7.32
007cdbe908b5fb4c5945b9ad81d3bd8a2170ba5491ecdb200e3b0aa2add7ea73
grok-3
initial_access
benign_query
957
0.145
false
4
44
a2ec599834350ca771291f25d23b8b1786b5288e714c8f068314756746205a7c
windows
allowed
jailbreak_detector
false
1
DEF2025_00012070
1,766,563,926,865
50.87.13.20
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
1ee733c618b88646c7429e3e38800b9a17b4db869ac240380f8e11c7a6ab4a86
grok-4
initial_access
jailbreak_attempt
670
0.605
false
6
195
96f3ca89b8dca4b433734581247893fdf33f87a671cf7d272e9005f4e768fd3a
macos
allowed
rate_limit
true
0.88
DEF2025_00012071
1,766,600,046,532
215.152.134.56
clean
Python-requests/2.31
e291f7e93ea03f56b266fe3dd6942bad1863bc523acf152f42e375ff1b3cdb1e
grok-4
discovery
membership_inference
677
0.898
false
5
44
6910f660cd14be5096117641dc2919e2c3ce8f96dca1afa4d8e0f386dd1c17eb
android
blocked
rate_limit
true
0.9
DEF2025_00012072
1,766,563,686,506
82.81.124.124
clean
curl/8.1.2
d18d8eed1b544e1b68d49c693384f86794022c39029e6a7fefa013900b4a9d90
claude-3
defense_evasion
benign_query
2,338
0.213
false
1
31
3948f525e2a592c62455d3a44b1ebca78722b93eeaf7361880d99db03607887e
macos
allowed
rate_limit
false
1
DEF2025_00012073
1,766,580,726,501
11.225.100.219
clean
PostmanRuntime/7.32
6b148d830961cf55b3f9f18221238ab55ba145a2e248f63d3d8ba81d1e590069
grok-4
initial_access
backdoor_trigger
3,494
0.611
true
3
42
7a17cb8819dca62d14ffd338bf50528eefc443803e689dc095ecf5c24ce60dc6
linux
blocked
rate_limit
true
0.98
DEF2025_00012074
1,766,560,866,480
147.243.81.218
clean
curl/8.1.2
17a554b3a5f43fb6c956d8d266f2cf4aa7c6efa6c60d273335cb5ad340d65ad4
llama-3
persistence
benign_query
1,212
0.269
false
3
19
a9e539d739651b3b6efb00aeb0a5ab344e4579fa7d364fd4d5e9513d456e6274
windows
allowed
toxicity_classifier
false
1
DEF2025_00012075
1,766,538,066,761
7.80.43.26
clean
Python-requests/2.31
49e539ab6c3a3420b41b7cfb7ef392123991a2026079f78dbe4f7a6dac33d3b7
grok-3
collection
benign_query
914
0.809
false
3
12
6dc0456b42561017f82bce08ab4fcc6c7b3e8fa7e7b86f465aa0036ca7b9327f
windows
allowed
rate_limit
false
1
DEF2025_00012076
1,766,542,987,084
191.37.149.108
clean
PostmanRuntime/7.32
7211daaba065d6ff07930514f899ff983670b3125924e5c883adf7b329f23039
grok-4
execution
membership_inference
981
0.443
true
5
28
1f074e31f3e154ce658807c39103ff42fe95da3ae291669b8d0f5c2166c2bee0
windows
blocked
jailbreak_detector
true
0.86
DEF2025_00012077
1,766,553,126,821
82.13.247.49
clean
PostmanRuntime/7.32
7918284ea03e3298c9e6733b814d55d86f90d1c0b629a8e5dc8523ffa2f5b9c0
grok-4
credential_access
membership_inference
696
0.958
false
1
16
96c928843dadd37c998991c3872efe38350a83b58f13cb430ac82872024b5665
linux
blocked
rate_limit
true
0.94
DEF2025_00012078
1,766,531,406,972
93.210.237.149
clean
Python-requests/2.31
44998aa9c40b1c50690d83003a42aea3bae8a0444da50a657e69c7468088d914
claude-3
collection
benign_query
2,307
0.887
false
4
41
3dfbdbcf4b2d14790abd4bad648d45aa1814d124c39c2bb5553e25fda7dd9f4e
macos
allowed
rate_limit
false
1
DEF2025_00012079
1,766,538,246,520
20.184.239.210
clean
curl/8.1.2
d967240ef2948d18e54e2b4d3f16f5c13155510abbfd78974dc685d25ac0c1bb
claude-3
credential_access
benign_query
3,390
0.643
false
4
21
573bdd438e16c5d52bc87f0d499df1c3af3d94cfc5f8f8c943b2c83fc7730647
linux
allowed
content_filter
false
1
DEF2025_00012080
1,766,584,866,920
68.190.50.21
clean
PostmanRuntime/7.32
d026217bbd1251c4ef0a85af0222a956a10d6ea5b589f4319d188c6c8dabba16
gemini-1.5
initial_access
benign_query
1,380
0.921
false
4
44
7c81df0284bb3bd0bcb3cbeed040f449e0bf5cf3c75fbb65eedee0ce57e8f357
linux
allowed
jailbreak_detector
false
1
DEF2025_00012081
1,766,548,506,396
218.205.106.171
clean
PostmanRuntime/7.32
6d6483e59530f1753e626368337fda6ed42c7012962a12ac60017e44ed359621
gemini-1.5
discovery
benign_query
1,155
0.23
false
2
35
cc9e3c94a2a29aff4f1d9ecf93a2ea0e3d74d897ec751225611a5c0c810faa90
linux
allowed
content_filter
false
1
DEF2025_00012082
1,766,587,267,024
103.106.2.150
clean
curl/8.1.2
82be502b44c41f66654a71bcc6e93f6758732eba0b7106951f5bfd2cd991ce88
grok-3
initial_access
benign_query
3,535
0.995
false
4
19
1f947934301b7162c497c20a81a415ba42d6606e4eebcb379702a4bcef78e41f
android
allowed
toxicity_classifier
false
1
DEF2025_00012083
1,766,525,826,928
155.191.163.75
clean
PostmanRuntime/7.32
83da4fa62339ab97180e9ee89a20f6e707b5796dba998fb94a6ed7f1aab9b1b4
llama-3
impact
benign_query
3,837
0.325
false
2
25
d1fc688527e7b98e6f2ad75be6a00bb9b797586d877045209445c5c40e790ed7
ios
allowed
content_filter
false
1
DEF2025_00012084
1,766,556,246,919
41.150.32.127
clean
PostmanRuntime/7.32
06e014efed3d3c1016c31d5829f774329c7bad7e4d485a5bd7ef2b890d623e56
llama-3
defense_evasion
benign_query
2,886
0.455
false
4
48
513808ca52c59262807bcb53c799d9b216cb74a570b6481557f08b7526b25384
windows
allowed
toxicity_classifier
false
1
DEF2025_00012085
1,766,570,166,253
37.124.60.160
clean
Python-requests/2.31
791a766d0b1247965fe61a1e89b793426540e463485c7258ae44cf5420e8a2f2
claude-3
reconnaissance
benign_query
1,462
0.979
false
4
34
9d5f916ae55ede64013937ea6bfb33ea97157a00f8372c184f2d3e20a2b114f4
android
allowed
jailbreak_detector
false
1
DEF2025_00012086
1,766,536,746,915
210.68.149.141
clean
PostmanRuntime/7.32
02e5bc782e58d94ac60afa81b9c2e43e6fda356c321f6578995e831e32b435a0
gemini-1.5
collection
benign_query
3,686
0.016
false
5
40
ae775177e751a45a0d140e8de24afb79db3a0096d4ef76822c2eaa16593e3057
windows
allowed
rate_limit
false
1
DEF2025_00012087
1,766,602,027,095
96.78.80.136
clean
PostmanRuntime/7.32
744074c1c1e576f551594f94ef40424db0ea4d11a3ea546b6c612c8a5427150e
gemini-1.5
execution
backdoor_trigger
888
0.221
false
2
40
257ead81aa6e35bea365f37be238f2bac381ff1aec8ada01288bf6a6f05eec98
android
blocked
rate_limit
true
0.96
DEF2025_00012088
1,766,573,766,538
50.69.14.66
clean
PostmanRuntime/7.32
dbb41d9d8e7da1e0e08403f860c13f1724182e5ed6761481ee5913cecc355ab0
llama-3
lateral_movement
benign_query
562
0.235
false
5
24
4d1e98730d7ddcd3ee83b9730047a9ebdf129ff2bd5869031815a679508f9ab8
windows
allowed
toxicity_classifier
false
1
DEF2025_00012089
1,766,538,846,452
33.160.249.59
clean
Python-requests/2.31
b1c8e8e71ce13cb62d0c15d7c93908da3de2929743f06decf936ada85a01986c
grok-4
execution
membership_inference
3,847
0.339
true
2
20
44d019bedbf2326011570903d13bb15f1ff26a9ecdad1aa8f694c52339e8bee3
linux
blocked
rate_limit
true
0.85
DEF2025_00012090
1,766,528,346,317
69.218.110.153
clean
Python-requests/2.31
6f868f233aa0f543a6309a94cf73187f83058d7a3c727ff1ed4a88e082fc901e
grok-4
persistence
benign_query
3,071
0.099
false
3
36
8aa1ba8dd9b0fcfb1efab1c4b1fdb5f19f5f0402d7a93cd6fab3c1bcb8003efa
android
allowed
content_filter
false
1
DEF2025_00012091
1,766,565,186,607
220.159.154.134
clean
PostmanRuntime/7.32
f551284a01d75d2f25d119bdf74b21491c9f27633e3212917e9c7c399bd221cb
claude-3
lateral_movement
benign_query
1,645
0.645
false
3
11
08ae5e7fa872491e57b9fa6e225e2cddb453b89761435a377eac6b0c801fb086
linux
allowed
jailbreak_detector
false
1
DEF2025_00012092
1,766,561,346,194
118.102.226.148
clean
Python-requests/2.31
515fb2eeefb1b63ca2060e6b2ed7f3d3757ec8774ead09cc1213a87f696126be
gemini-1.5
credential_access
benign_query
731
0.721
false
2
22
b6f69d189648bb29fab3d1b9bbab8c0063003636ec3129d0aac4bd00ca3d7d20
windows
allowed
toxicity_classifier
false
1
DEF2025_00012093
1,766,584,986,613
72.46.151.94
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
ae6c41a7de5a584831e1bac4a9abb12c3d8a5396d50d452c8935936cbbe5b02c
grok-3
exfiltration
jailbreak_attempt
2,634
0.037
false
16
256
1d3e058c4d2e73f817b7adfe1ab8a04e97c2da967494510e2a7d7513a0115296
android
blocked
jailbreak_detector
true
0.97
DEF2025_00012094
1,766,602,626,310
161.226.32.165
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
4e6925411d60dac63b99e7ab54a9cc9ca674e37a61c8352f9d33d023d4f21ffe
grok-4
discovery
data_poisoning
3,299
0.543
true
15
183
0c46b758c2c07cf44034fa2787393959a03d66704e4272a3a9e8157282decd4b
windows
blocked
content_filter
true
0.88
DEF2025_00012095
1,766,562,546,366
64.39.6.68
clean
Python-requests/2.31
5474c7fd715ee431f1ea9373eac83d356e76793235d174fc4f754d9edbd5c34a
llama-3
defense_evasion
benign_query
3,349
0.128
false
5
24
1702e96838bde07105c60c8a2ed163c405db10aa7d6638e4b39d8dde8ddcae4d
linux
allowed
toxicity_classifier
false
1
DEF2025_00012096
1,766,528,526,536
4.89.27.224
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
5622c8dff2b96c7aceb60b2c738d7121014db9f07b70ef16d1f543724a6b2d60
claude-3
persistence
membership_inference
2,859
0.061
true
7
101
3424970ace314b78c00ecde0ea684a11c6d37ee29d91da87f71e04ec803d7c30
linux
blocked
toxicity_classifier
true
0.86
DEF2025_00012097
1,766,574,667,110
169.126.38.237
clean
Python-requests/2.31
93ffad817294668e393b74792d2e4e8b620dda49fdd10abbdc98545c83b0b046
llama-3
defense_evasion
benign_query
1,997
0.628
false
5
19
c41bfc1ade1af4a4693fb6f2e5566f716591312f7557853af144f94a58e4ca0c
macos
allowed
content_filter
false
1
DEF2025_00012098
1,766,582,466,446
91.106.177.252
clean
PostmanRuntime/7.32
2eefee53ceb32fc5102e899b6c66e82aa710ef98af48c34f51f4f3fd2ca24351
llama-3
defense_evasion
benign_query
2,084
0.983
false
3
31
d435e61b809792a5c801b28e7ab7eaf42c9ec390c73b8b089add6ebc1f75ca54
windows
allowed
jailbreak_detector
false
1
DEF2025_00012099
1,766,530,806,467
192.162.144.24
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
e1890bed8c2c459f837c96a783935169b5edac20782ff96d0cb6720f21801bf7
claude-3
execution
model_inversion
3,748
0.109
false
27
109
2f59c5830977cc3d4f8fb948e4e57a3df78175a408caaaa01acf063fa5b8dbcf
linux
blocked
jailbreak_detector
true
0.97