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_00012600
1,766,601,849,055
7.174.84.2
clean
PostmanRuntime/7.32
354ae9ea98455270ab30ffdd20698ac71a6cb2b0dcee581624aff3164849b9bc
claude-3
defense_evasion
data_poisoning
961
0.755
false
3
41
32965a2c9d07a2b3a4dcd3fcb3646bada427e3ce91470bc56daf22ed7af879b7
android
blocked
toxicity_classifier
true
0.95
DEF2025_00012601
1,766,568,668,529
38.208.46.6
clean
curl/8.1.2
8bd7c835dbfaaa9010ad57a6654f16585e1e7d426a7ed26e1bf22230616dea69
gemini-1.5
collection
benign_query
2,232
0.878
false
3
21
0f15a8a5afed9b773613e6a1983c4ca98cfc4bfa795a5ca1d65841aa8aa52320
android
allowed
toxicity_classifier
false
1
DEF2025_00012602
1,766,531,949,353
203.252.121.89
clean
curl/8.1.2
96200053c0e3d95cea88cfa5e7329f5c77c306c6448840c152e11f69341225e6
grok-4
reconnaissance
benign_query
3,078
0.842
false
5
45
b6efeb490b0ac03a7cd80a2e3af88476a4e71ca448e78d0f8ae14c205ab6a779
linux
allowed
rate_limit
false
1
DEF2025_00012603
1,766,554,448,790
162.13.67.180
clean
Python-requests/2.31
bf4cae28ee6e022e912e26b01e7f3ab2f5c52ad10282e68d02f66965a0a9f8f8
grok-4
lateral_movement
benign_query
2,546
0.618
false
3
19
2e2a93c4986a94bdeb99bf243353dac269ceec389be82f25a45e7a85a6a3300e
ios
allowed
content_filter
false
1
DEF2025_00012604
1,766,517,969,306
220.81.112.212
clean
PostmanRuntime/7.32
eb410211a4fb70b3338980706379a4c8956ca354c0c1139026f6f12052eb2212
grok-3
reconnaissance
benign_query
2,909
0.414
false
4
27
00b1fbfa8ca6866d629b3c8066de4c137fdbb24948ec3c291cff1a9d1871061f
windows
allowed
jailbreak_detector
false
1
DEF2025_00012605
1,766,533,448,734
36.172.233.194
clean
PostmanRuntime/7.32
ca98fd6b2df317ef5ffc5c1c71000069802ed6a99550b2a467c4b7e294278ca3
grok-3
exfiltration
benign_query
2,890
0.106
false
5
15
98ead70b41f72dd2576876afb356f1dbdd9f41bcf6165635ced9aaebb372bd1c
android
allowed
toxicity_classifier
false
1
DEF2025_00012606
1,766,534,049,139
115.16.211.150
clean
curl/8.1.2
20e513dd2e0fb4bd8922e665710bf9f9386808f9dc6e163967dfa54e252927b0
grok-3
discovery
benign_query
2,763
0.719
false
2
25
bd5404abb33d7d10f624a08773bdef6b5303515446e3c43f23de872a0f4b9685
windows
allowed
content_filter
false
1
DEF2025_00012607
1,766,541,009,292
40.239.202.206
clean
Python-requests/2.31
8b20b2ea2a682e77e1e2b24fd1a89a546411f8058e61c7f5c22a44702b408f06
gemini-1.5
lateral_movement
benign_query
1,785
0.597
false
4
50
d25bf0af4232769458c5fb0c629ad55c51af018fdc07ac2e9c143c2a5a6a3f5c
macos
allowed
rate_limit
false
1
DEF2025_00012608
1,766,582,888,457
208.79.53.15
clean
curl/8.1.2
45db3ac37dcd5e11008858f641cbb98e146cf2f073800161a12ab4fa6e913763
grok-3
credential_access
backdoor_trigger
2,548
0.452
true
3
27
b4d0a3e8e85a04d429e67e6c8e822239b5873c7feb96ef65970643ed897cd788
android
blocked
jailbreak_detector
true
0.95
DEF2025_00012609
1,766,546,709,231
67.154.72.113
clean
curl/8.1.2
8eea64cfa9c3fd0b36a32fb4c48613dd8719eb29eb391ef9dd444ac72a17a520
grok-3
impact
benign_query
3,847
0.478
false
3
22
a8f763005fc4aa9f9a7165b96820ef654ded71a8c2c9a995499e6ce6494425e4
macos
allowed
content_filter
false
1
DEF2025_00012610
1,766,597,828,899
112.82.156.219
clean
Python-requests/2.31
ac638298cc8c1e3f381f0938e8de66564618c407646b0661daaf8723597d087a
grok-4
credential_access
benign_query
834
0.745
false
3
46
84c0597bb84db23249f2d41d2bde12cec500f9080f0528ef41346241f8bf2fc5
ios
allowed
content_filter
false
1
DEF2025_00012611
1,766,573,648,712
137.146.149.13
clean
curl/8.1.2
2b48d63d66f93e66ffed2395292a2b86bb0a02f806c459c08cebc539bf96be73
llama-3
impact
jailbreak_attempt
1,893
0.443
true
4
44
463408879866cfda6a3e1ef4b232c2d13550122fb3952e258c07df083b8d730b
macos
blocked
toxicity_classifier
true
0.94
DEF2025_00012612
1,766,596,029,157
40.113.79.11
clean
curl/8.1.2
868a5be79e4b152c98031d86a9205cfed87231ccd76f115a5829dbe335454fec
claude-3
credential_access
benign_query
3,316
0.985
false
2
47
337bf51e4a654962627d65c8b19944372ff9e8ed35d4ed41e648fd81f839703c
macos
allowed
toxicity_classifier
false
1
DEF2025_00012613
1,766,588,469,240
180.152.108.155
clean
PostmanRuntime/7.32
2bcc732a5813ffcd9ee159d0ec4bf27267ac60b95c9b0f0b9205abf0d9405949
grok-4
persistence
benign_query
2,038
0.987
false
3
41
9ccebabd72ff409692a3439a4f6fa20f26fbd4ccd98399a9a260e290a3f6cdc3
android
allowed
rate_limit
false
1
DEF2025_00012614
1,766,553,729,423
10.240.22.118
clean
curl/8.1.2
2b1720387d5ddbb411e9feef072efbbe339d28b779c2c15fd181222875344408
grok-3
discovery
backdoor_trigger
1,208
0.174
true
1
14
ac38f9fe6ee86be69bfb82137e224379462d690e91f8a747a5191daf2df18169
windows
blocked
content_filter
true
0.97
DEF2025_00012615
1,766,576,049,213
176.4.82.92
clean
PostmanRuntime/7.32
284ee29b15db5b3440f13368a8a35ac3809f941409d81866438e33b98da82026
gemini-1.5
lateral_movement
benign_query
2,797
0.954
false
5
40
cde5c041b40c3141e5d915af4ef3880b4ff51d9ea26cef1233e6fe3505028175
ios
allowed
rate_limit
false
1
DEF2025_00012616
1,766,545,088,566
4.64.218.2
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
68ab14f5996cfd963a01e0c86a012501c46df02dd98d3bd6a0c4d411bb9fda30
llama-3
initial_access
backdoor_trigger
1,453
0.56
true
11
297
92cae3cacd56c3c564fa1c9d877cbee3a831d886cc1ad8ec0c191fee8493f16a
windows
blocked
toxicity_classifier
true
0.94
DEF2025_00012617
1,766,521,628,762
20.42.58.185
clean
Python-requests/2.31
3a855c0a12b7c6ecc881e33b2e5ea85e19139afa760e8f1737faf8c1ec29d5af
gemini-1.5
initial_access
benign_query
3,858
0.566
false
3
24
c22c1188398de85768f2f1eddcba95d24daa470d76b9d4c80d9bcf5432b1d670
macos
allowed
rate_limit
false
1
DEF2025_00012618
1,766,572,208,581
66.157.134.186
clean
PostmanRuntime/7.32
0a0afba67544ea5885bb5072669ef4b29e2ac4825ec958f9ea4c25ae77c79d90
llama-3
lateral_movement
benign_query
3,219
0.637
false
3
28
45b1f578ccdc19ffeea1129ac3ab8b9d5bc9ce454ba337636ebf911e7dbdfaad
macos
allowed
toxicity_classifier
false
1
DEF2025_00012619
1,766,582,349,111
146.229.116.218
clean
PostmanRuntime/7.32
70eaaff335673eb6031006de5c2a67a0e8c119712692fa24c95054b17c42ab32
grok-4
reconnaissance
benign_query
1,956
0.726
false
5
15
ac158380740e982f1f2e6c0ad0cfe4a7538ff9d754925fb7a6d27703bf8c8619
android
allowed
jailbreak_detector
false
1
DEF2025_00012620
1,766,594,588,727
87.139.43.196
clean
PostmanRuntime/7.32
dba171056a8dd00fb65c8ebd3a61a0daad26cbabcaf9a2721f26b0127962da24
grok-4
impact
adversarial_example
2,309
0.413
true
2
24
774c95216e9439dd6c46e21a5e2f4cd47e956264be7d1cac865b38888f845e96
android
blocked
jailbreak_detector
true
0.86
DEF2025_00012621
1,766,554,028,825
146.198.54.143
clean
Python-requests/2.31
edfbe937781d34137ddf0fc16ac36e3d71d8186e573c1c148d941aac70eabfc5
claude-3
execution
benign_query
3,888
0.477
false
4
32
79d09fab0b7a5accae1c698168a0c823a1a6df8528f883e71094efb1d649bc5e
windows
allowed
rate_limit
false
1
DEF2025_00012622
1,766,537,888,656
171.69.204.12
clean
PostmanRuntime/7.32
289e0a3c6e2996063e2aff55334be2ccdb648429ce89e2f1f37be152670fd159
gemini-1.5
discovery
benign_query
2,767
0.153
false
5
11
c8348cca4dcdf29adc0c4b393342b44d5fea341b99fa7561aa72666b7a99f532
ios
allowed
jailbreak_detector
false
1
DEF2025_00012623
1,766,558,348,536
82.13.115.144
clean
curl/8.1.2
faf85c7e1cf4bcdb9977974937eb5fb4bc13bfef2a9f38a40cea0c1692210946
gemini-1.5
impact
benign_query
3,902
0.104
false
1
30
1877c8467f6ec3984c8d2c446c8628a5fec80f02724815b94d9e0d2342b83d11
windows
allowed
rate_limit
false
1
DEF2025_00012624
1,766,534,708,490
66.125.60.189
clean
PostmanRuntime/7.32
81795f3a87c6de56ede06562d2bd0cb0c23e41ec7b97a868b8e87498cae7a703
llama-3
defense_evasion
benign_query
873
0.919
false
3
12
d5878d2229fd060d6ef16b6102a676c3671f78627994e04446586e30357c3aa5
windows
allowed
content_filter
false
1
DEF2025_00012625
1,766,523,309,330
97.177.89.203
clean
curl/8.1.2
d0720194b0a245ab51c0da096fd67ab2a009b1ddc2b3ca0f31d792a76351e984
grok-4
initial_access
adversarial_example
1,825
0.252
true
2
28
32fd12b8374b3d6c69a551928d34e71220cc1a60d874a14771c524f9b8e8a408
ios
blocked
rate_limit
true
0.93
DEF2025_00012626
1,766,581,029,018
116.2.65.51
clean
curl/8.1.2
7b08e4eb2153a2d162dfe7f910764f059b2274012c561413d2c87d52298c70f3
grok-4
collection
jailbreak_attempt
594
0.321
false
2
47
530edc53c574f32d22fc00895d0c214923b7b8bbb441a5733df622ecfbd7ef65
ios
blocked
content_filter
true
0.92
DEF2025_00012627
1,766,577,728,574
127.189.27.20
clean
Python-requests/2.31
c8bac5388a62889feb60900e44f000c17b3ece842c7362d160e0b2494b2a76fd
llama-3
credential_access
benign_query
1,543
0.407
false
1
18
ef7fbc8f5aa5da3aac43dcc4a7b2b25a6bf4ae62207a919b61f1f720eaf535d0
ios
allowed
toxicity_classifier
false
1
DEF2025_00012628
1,766,603,228,873
217.136.141.123
clean
Python-requests/2.31
24e61024e140e2e83185c24fbc7d66622fa662d49c0b4c2beed3e06a4dbe2553
grok-3
reconnaissance
benign_query
3,828
0.515
false
1
30
0f7813a249246045cb538f68f255bc4f3b1282da1f7e8b66f46cc0323991199c
windows
allowed
jailbreak_detector
false
1
DEF2025_00012629
1,766,600,348,779
206.190.199.211
clean
Python-requests/2.31
a914274e007933c8258f6dcf49e0b39dd28a13c1fafa7ed722ac6c9aebdeae17
claude-3
persistence
benign_query
4,071
0.873
false
5
10
dd6f1b7a0e8010ed43368b76abba5358c1a959ff5de6ad2005164c9dfde21735
macos
allowed
content_filter
false
1
DEF2025_00012630
1,766,570,529,144
25.231.11.176
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
901161dd010b6e889a6ea59e525fd73298ab2ed493c5252b023b4d57a396ab0b
grok-4
defense_evasion
jailbreak_attempt
1,829
0.215
true
27
371
218ff1ec2ce311c4ee5f551a799d13de645cb4423e19650e690f752d23bb8c92
macos
allowed
jailbreak_detector
true
0.95
DEF2025_00012631
1,766,523,128,767
43.8.164.125
clean
Python-requests/2.31
fb29bb9b58bee9c163618ce94015f19f59dbc2e2f8832d5fb2fd98f07138aac6
grok-4
collection
benign_query
2,916
0.304
false
5
34
24b973fd1f9dd80b1c373014064c1630cc0b42d80fd92251695286c540dc61aa
windows
allowed
rate_limit
false
1
DEF2025_00012632
1,766,572,148,993
42.2.51.116
clean
curl/8.1.2
f6ed97f9ad72df947271bf323aa844a8ded604c8d8c46385038adaca44094024
grok-3
defense_evasion
benign_query
3,110
0.505
false
2
23
c50e32195ae7aace054e7c6ace0c7e82c2c49a081b9c56427f3cb22bc58aa34c
windows
allowed
jailbreak_detector
false
1
DEF2025_00012633
1,766,518,148,718
87.151.147.92
clean
curl/8.1.2
bb0f565111c711c5714496a45cb7c818fd7c26bb088c24398583da402f1e7ca0
grok-3
persistence
benign_query
3,970
0.82
false
1
31
0caeef5c5eb2f4fe719adddff384c4f90f43b872c67523ab03f60fd1bedc1916
ios
allowed
jailbreak_detector
false
1
DEF2025_00012634
1,766,572,329,457
163.230.192.34
clean
curl/8.1.2
b3041ba66d68296b3eb2635b5700d0bfb1a85b8c1c27632220ab6b147f1d04d4
gemini-1.5
defense_evasion
backdoor_trigger
2,378
0.375
true
2
45
3f9eaf02f591167402f8cb909116248c2d2b4f46d7714374a1bcb504b702f108
ios
blocked
content_filter
true
0.91
DEF2025_00012635
1,766,542,448,596
213.53.33.218
clean
Python-requests/2.31
6c7d8b934454000a43f3fcffc1b8477c10b66665ce41a4d273e3b35660aebb4f
claude-3
defense_evasion
benign_query
3,779
0.365
false
2
23
029b0856838d76d788860141b055271fdcb8282973fca41f726d02b129f3438d
android
allowed
content_filter
false
1
DEF2025_00012636
1,766,581,148,785
111.113.30.237
clean
Python-requests/2.31
9104292d7b046b2d7387e4b62b2d858c8209f9e19a2ea0dd6f68dabb1d7dfddc
gemini-1.5
lateral_movement
benign_query
1,760
0.219
false
5
30
5d4738af17a09028731d8b7fc2bf4f729653f62150637ea8c83f2d146e8e7b59
android
allowed
toxicity_classifier
false
1
DEF2025_00012637
1,766,540,229,258
39.219.15.223
clean
curl/8.1.2
7a57c9d936f3e7a22ea0be8f327f9457fbdff1c150e14e832b2971c82e7e9b0f
claude-3
exfiltration
backdoor_trigger
2,483
0.431
true
4
23
ed02ab85a653e639af73614f8d202607b6458528d73b1a33bfd6e820abd0ca65
macos
blocked
content_filter
true
0.89
DEF2025_00012638
1,766,596,688,684
187.165.106.72
clean
PostmanRuntime/7.32
ab8542a026b9fb4f73fc892f62bd7310a0c9136d2bc8615df4ff2f99b0ead459
gemini-1.5
credential_access
membership_inference
682
0.73
true
5
28
d5acfe02fb6b40637b0468fc1d25866acc8ce4329592b58a1a8b3563dc136714
linux
blocked
toxicity_classifier
true
0.94
DEF2025_00012639
1,766,527,869,335
200.29.123.205
clean
Python-requests/2.31
82bda2b19156d852b7407835a596e9336c50fa99d63308e14e8e7e95ef0c08bc
grok-3
lateral_movement
benign_query
3,214
0.774
false
2
11
03aa2f8f9346e7236d6703abfd343e7d69aacf8f7eba225c048dc9b9380369d1
windows
allowed
toxicity_classifier
false
1
DEF2025_00012640
1,766,572,329,187
186.212.82.75
clean
PostmanRuntime/7.32
6d0ddebdfb3b882d579f3a0a0cff380e0a413f79697ce5a3bf724fd3accafe8a
grok-3
execution
benign_query
743
0.589
false
3
18
6d1d7794c9da02eff9a88ad558c661fd19596477322605a7a1ff4ad388c45e69
windows
allowed
jailbreak_detector
false
1
DEF2025_00012641
1,766,534,709,294
25.43.11.218
clean
curl/8.1.2
3773a0a8c20325e5afd837ef3a82f9d1d1ab956b8e91a53f5c01101367ca9fcc
grok-3
impact
model_inversion
3,398
0.24
false
2
31
4cb88489adfd16507337515e22b6b4e90fed8f7e7f929c8a89df8d42fd3cd8e8
windows
blocked
toxicity_classifier
true
0.92
DEF2025_00012642
1,766,547,488,965
57.12.131.14
clean
curl/8.1.2
c7eacaf389dd6c64ce647ddbe1933c46a1028810f02ee7a83c74820db42b2b4a
gemini-1.5
reconnaissance
benign_query
1,761
0.913
false
4
42
90ee9946d53510a844d6dbba04c817b8d366b7f5526c987ac14f873bde8f63d6
android
allowed
content_filter
false
1
DEF2025_00012643
1,766,575,989,438
16.215.226.183
clean
Python-requests/2.31
d18bff398a771a202f7fe077686bad603550e482f5dff0e3b0296dcb9e9bfa24
grok-3
discovery
membership_inference
2,868
0.705
true
5
50
58a5c7d859d95e06176e9b4ce07dbcdbf8b99297887366d0885e33c0a46cdf54
windows
blocked
toxicity_classifier
true
0.88
DEF2025_00012644
1,766,597,468,890
39.73.89.166
clean
PostmanRuntime/7.32
fb144b9ce5bd9b714f2b88430a78421cf534f865360fb787c7309142cd670f22
grok-4
persistence
benign_query
2,985
0.163
false
1
17
8a43b6143ba1d7831b2b11436aafb76402a92f24908f47795e456777038c8740
windows
allowed
rate_limit
false
1
DEF2025_00012645
1,766,521,328,889
90.38.225.131
clean
PostmanRuntime/7.32
ced8a611a0e8b499c492f5b52613174f65f40d3e3f96a94a92d0df38fa2ebc46
gemini-1.5
collection
benign_query
3,061
0.35
false
4
42
320de02af6ad36cb376ef156efc051318c3aedb6f604fc1c0b2d1f8f8de4d8b0
android
allowed
toxicity_classifier
false
1
DEF2025_00012646
1,766,542,869,380
30.156.255.155
clean
curl/8.1.2
d1dadbec8dc48f40ca23926335bba2a5188e0e50672221234a601d8fdd4e9ad8
grok-3
reconnaissance
model_inversion
3,198
0.867
true
3
23
715b381ebd4d7d695d7470d396489e21d6e87bb32c178418a8da405e0bb79d5b
windows
blocked
rate_limit
true
0.86
DEF2025_00012647
1,766,602,748,925
37.239.84.59
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
19421cabe59c4a79d0a87c42905f931cdd079bc560b3d3377d128356c24e4020
llama-3
persistence
backdoor_trigger
1,454
0.366
true
17
234
5ebb9c49fcadabed7bbfe41207d53cf70ae5880992fee4cdf984e89a24801a10
macos
blocked
content_filter
true
0.86
DEF2025_00012648
1,766,577,249,402
35.169.242.53
clean
curl/8.1.2
cd9e2a4b0ee1799a1e82663c632d98decaae75fc12b94b20aaaea0a12d103fa2
grok-3
initial_access
benign_query
2,551
0.419
false
3
31
56959066cf0286e197a56e3b3444fe6a58eb7aa9ad1e4bf05d2245b210a1df84
linux
allowed
rate_limit
false
1
DEF2025_00012649
1,766,593,629,148
116.225.188.179
clean
PostmanRuntime/7.32
58ea34663239c99da13d6ea58a29f8e287f1db374842781272492c6fe1c1faec
llama-3
exfiltration
jailbreak_attempt
3,275
0.978
true
2
23
cdba4c4fd7a44f66d3a3e184d9fd0de9862825a2e1c98a2c557c5c90800c8b3e
macos
blocked
jailbreak_detector
true
0.92
DEF2025_00012650
1,766,585,949,175
46.224.182.176
clean
Python-requests/2.31
76178de0caa9f80cbf2d6327e29b3a2d1213fd69f330784dd2c5b40c59e2712c
claude-3
defense_evasion
benign_query
1,731
0.628
false
2
23
145f53ffdb8e5f47b407a9a072324e1c2a62b4278b305783c0ec530c7c9e7b8a
ios
allowed
rate_limit
false
1
DEF2025_00012651
1,766,558,049,208
72.42.47.62
clean
Python-requests/2.31
fcf9949d477a8ace2f9e345007f3738e07a96ee10ee5e77109e68f7ea91acf36
grok-3
defense_evasion
adversarial_example
3,240
0.635
true
4
17
0cf4ece99fd45fc1996e0ee877110f70abd7b7de64a5d442c9d466814ef6c417
macos
blocked
rate_limit
true
0.91
DEF2025_00012652
1,766,565,249,000
95.170.108.135
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
aa6f54c038a3db5c2a36a15b927bab0e099be06f71204ec434c3b5dbc2c6033c
gemini-1.5
credential_access
model_inversion
1,362
0.956
true
28
337
3be764cf620894972cfc33fe8e613a01e2ffb5986194459649724c8901ddfc99
linux
blocked
rate_limit
true
0.97
DEF2025_00012653
1,766,538,429,044
146.214.164.80
clean
Python-requests/2.31
0772d08f943474f0da3adae8b30260c99ad6754c80c3b679d13f1e5d69ef9305
llama-3
impact
benign_query
1,969
0.623
false
1
15
c1ae6fe70947a27aeba19902708e33f303f40d17873b5ec9265c80bd0db17126
windows
allowed
jailbreak_detector
false
1
DEF2025_00012654
1,766,584,509,353
215.190.51.3
clean
Python-requests/2.31
19067347c3b97822b3aa48f77532a236176290890966446d615ec4522cfe71af
llama-3
exfiltration
benign_query
2,311
0.532
false
1
44
9fb1ca2ee3eee50bcde137c14f6f887ee2d3fbcd368c63202cfc733978243f7a
ios
allowed
content_filter
false
1
DEF2025_00012655
1,766,589,549,011
217.151.93.31
clean
curl/8.1.2
849cd326e2bfdd77a1dc131ad3bc852d25cf9cf26a703ff2f1583300d47c2102
claude-3
discovery
benign_query
3,921
0.4
false
3
40
01315be8287ff65646f37489868c7ec60d1c35a6940bcf4ffaa151365eb272be
ios
allowed
rate_limit
false
1
DEF2025_00012656
1,766,546,888,864
100.25.246.77
clean
curl/8.1.2
1cf947e9b143c38afbb588ab1cf0660f36e48d6a20fc7d6249b790e515d6074b
grok-3
initial_access
benign_query
1,486
0.636
false
3
16
b21cfda010876aaa4a6a0faef70783eacb4ed953a73342f015b620318a650082
ios
allowed
toxicity_classifier
false
1
DEF2025_00012657
1,766,572,868,782
19.117.196.129
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
589d37338197e7e289b6b0c80a9cc7c6578de330a5b342f4fbe284665b689492
gemini-1.5
defense_evasion
data_poisoning
2,508
0.073
true
15
327
a9f8249f536d6f9b5a77bfe93a616ee1bca552d732a6f95de7d8d80a4e964b9a
macos
blocked
rate_limit
true
0.85
DEF2025_00012658
1,766,530,628,719
91.186.109.113
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
4f24100b02b32e8830af1bbcde073e79bcb97dc44b182421685c49dce458b7a8
gemini-1.5
impact
adversarial_example
2,311
0.556
false
10
78
8d4c24d414032acd2fce1c5ee2cb60a94f7098bf27581ca06869b022a9c08e05
windows
blocked
rate_limit
true
0.96
DEF2025_00012659
1,766,578,809,137
41.172.112.162
clean
Python-requests/2.31
caf63fa592d06a0b4b4b3d02a0086375b20b4d9dfb4373a27fcabab18763e36a
llama-3
initial_access
adversarial_example
2,742
0.165
true
5
45
d9005a38a6ed4c62e75625ecd1f8945ce1d03ee0656b16f448483443b243aa50
windows
blocked
rate_limit
true
0.87
DEF2025_00012660
1,766,524,809,391
23.103.45.146
clean
PostmanRuntime/7.32
ab06b6b992189bfa43811b91a0bf52ba75633ff5bf9bf60206ca4d88dcd20e35
grok-4
initial_access
benign_query
3,261
0.737
false
5
46
af74959c45656d5392f01a6942376226fbafd40149f6e9ab155f5d2fdf6de6b9
windows
allowed
rate_limit
false
1
DEF2025_00012661
1,766,542,269,428
106.16.79.144
clean
Python-requests/2.31
20ffb74301031dcc16f3c378055cc281cf01dbf11c3030e24dce2b9c4f162373
grok-3
credential_access
benign_query
3,473
0.335
false
2
29
c26e268fe3900cb7438c906a5c4b1bcbf766c573ad4b4e1cb947beafdd369dd9
macos
allowed
jailbreak_detector
false
1
DEF2025_00012662
1,766,542,269,153
213.64.245.10
clean
PostmanRuntime/7.32
ed66643bf5666ff1edef543aa290fd1ab1767ba777a0f35bd0b80eeb79f7d49d
claude-3
discovery
benign_query
1,310
0.282
false
1
28
b4385ce5fd8cff6267fbb239b8f7c58870a41637d36ec0b7336f4288c265b6ae
android
allowed
toxicity_classifier
false
1
DEF2025_00012663
1,766,518,809,183
86.17.0.1
clean
curl/8.1.2
d46dbb88e27ac3e3ea6c73071395fc4b55f1427ecc35e09df4c62f0a6e7ba79e
grok-3
collection
benign_query
3,531
0.74
false
3
16
24379f8ec581336cd85c11b1e3abc3170369fb06f63475d8c064e966bdc52782
android
allowed
rate_limit
false
1
DEF2025_00012664
1,766,561,768,807
157.180.140.147
clean
curl/8.1.2
6cc0d5dbf0ff240ab05fc5c7ed683a6a2aade3ab5cc75e0e77860cc587720ab4
grok-4
collection
model_inversion
3,074
0.151
true
1
14
aac5b55f8d940fe5df8bd524755e390d4bb5b5a4fca7f3a22d07f39543fb7e06
android
allowed
rate_limit
true
0.89
DEF2025_00012665
1,766,539,088,665
161.36.223.116
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
1f34846c58957e95a6e1d9f425dedbb003dbdc1074bc20aaa5bcf91847d2802c
llama-3
impact
backdoor_trigger
3,853
0.637
true
28
338
40f6054924aaaf2e8ab71f4c13b8520ab1aec65c6d3314c1eca1b55eb038ba54
linux
blocked
toxicity_classifier
true
0.92
DEF2025_00012666
1,766,565,728,721
2.92.46.34
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
6f334965fb4f4b9446593fc0af6ca484446b1c8824ac015d428267c2f286122d
grok-3
initial_access
backdoor_trigger
1,947
0.233
true
9
142
57e9fa3111716e6af325c1f15a0291f7f5a95498d4f45b671f179767b41475fe
linux
allowed
rate_limit
true
0.95
DEF2025_00012667
1,766,530,628,995
142.174.10.80
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
5f2262d9bf56f22d30f8dcbde97b37198818fdbfada9ded6fa3e2da48ed9a053
grok-3
defense_evasion
backdoor_trigger
3,236
0.275
true
29
247
2415bfd1308de4b92663c7be0304a7f338d8dbdd276be741de67d371e15cf1f4
macos
blocked
content_filter
true
0.87
DEF2025_00012668
1,766,556,849,540
205.140.102.62
clean
curl/8.1.2
88cc0cf71c851694a711e5d20a879a9d7cd6aacab3e7859f666a106059342302
gemini-1.5
defense_evasion
jailbreak_attempt
1,830
0.099
false
2
24
ca2dae84414ccbe166e5b3262b5ed064e295a1f9130ec6371064c263f7d466cb
linux
blocked
content_filter
true
0.94
DEF2025_00012669
1,766,526,548,913
168.207.194.121
clean
curl/8.1.2
5256681797dc46b84da66974ba5003bd3d466597ac6f063f82eba6b14f303db8
grok-4
impact
adversarial_example
1,219
0.236
true
3
18
a7173655612eb972a541e029b73ab754e4b196a396f729893f71eabc0bff4055
linux
allowed
rate_limit
true
0.98
DEF2025_00012670
1,766,525,828,644
4.133.211.80
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
fac64e01bba39b02d6efe7f824c7611223f702f5efa5e160b3edb39e81f2f325
claude-3
lateral_movement
adversarial_example
1,517
0.292
true
8
95
89a5d70dd0438923c090eb3b526f87d51537da806504315c11a51ea5e5037ccf
windows
blocked
content_filter
true
0.88
DEF2025_00012671
1,766,536,389,181
115.126.140.28
clean
curl/8.1.2
9673c35e0e0b077ba137d9d22157de1fdc765a7294b92d921c45d57de71a1a7d
grok-3
reconnaissance
prompt_injection
2,796
0.789
true
1
47
a7a8f6b9942cfa5c6b23252712b2c99a8c92f68a849adaa11e2bf34b1b1adae3
windows
blocked
content_filter
true
0.94
DEF2025_00012672
1,766,542,689,168
134.149.58.117
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
45c4f8d5c532f15f6350412db0837945c4a6cbbf86512ac7f26fd31aeb799474
llama-3
persistence
model_inversion
3,051
0.029
true
26
52
0f2e4545b10d523081399cec33d618b46850ec970d8188624b84cc91f0744982
android
blocked
rate_limit
true
0.87
DEF2025_00012673
1,766,519,649,185
39.23.23.26
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
066fb2a9a472caf969c12dae7a769660e69e6207460a20a635740ffac4c8fba2
claude-3
lateral_movement
prompt_injection
2,808
0.01
true
24
103
2d2f87ef728c885f1e56f6d6f55a80d71b98d2aabfb7e0dd222693294fe543d6
macos
blocked
jailbreak_detector
true
0.91
DEF2025_00012674
1,766,518,148,943
193.51.92.105
clean
Python-requests/2.31
e805829232bed95e808a60bed5d8f3e98a9f74e1ca34210563d4dd9bcf518a5d
grok-4
persistence
benign_query
3,784
0.213
false
5
36
3ae44e016f9b3f3b7d7d07c63932ae0364c8970c526cc2b3c734fd925fac03c0
macos
allowed
toxicity_classifier
false
1
DEF2025_00012675
1,766,597,229,329
131.66.159.208
clean
Python-requests/2.31
ade0b326d03d5ab6a24f46f53afa7bcc8d51224f133903cd5f7dc1fe74dffff6
grok-4
persistence
benign_query
1,155
0.445
false
4
49
99bf5666266d078c15b33519717bec8faae990bd27ffc6f3fafa7f4ba6c9de28
windows
allowed
rate_limit
false
1
DEF2025_00012676
1,766,557,089,108
63.255.3.90
clean
Python-requests/2.31
7ca2a9c0c7d5b541df4199194f7909d4502d98a2b2c45b30a12e2782d6568385
grok-4
lateral_movement
backdoor_trigger
1,014
0.083
false
3
20
4383c7fdeb3e83c1775214ab9f225e16f23b21780df051cf9ca57805af4d9d54
linux
blocked
rate_limit
true
0.95
DEF2025_00012677
1,766,529,249,205
129.197.58.76
clean
PostmanRuntime/7.32
1c1837f8f0a2c7a0ad3365dafb70a31cecd8888262b913fd92f2d7db07da6197
llama-3
initial_access
prompt_injection
3,182
0.402
true
5
28
726b09cc600d8c8e35a44d47b7c2e4eacbb88869e74d6e0e3541e473cf1782d0
linux
blocked
rate_limit
true
0.97
DEF2025_00012678
1,766,571,069,274
44.122.48.173
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
ea54477b89b3997c8473a02f25e3ee7f168cdfebda5405b20a705fb4e5995990
claude-3
reconnaissance
jailbreak_attempt
2,890
0.568
true
20
379
66255b1576856252503317fd471811ff6d110867b7c486ec78fefdb93e82777a
linux
blocked
jailbreak_detector
true
0.96
DEF2025_00012679
1,766,591,229,292
174.33.250.134
clean
PostmanRuntime/7.32
b3b3b248c57718cbe0074a1cf3569b4952227465be5fc372fd34a5c2f5247f71
grok-3
initial_access
jailbreak_attempt
625
0.749
true
4
18
b4e50e1e4d04c885c857417bc5503cdd25056ec0c27a76552df4a37b0fc43716
windows
blocked
jailbreak_detector
true
0.95
DEF2025_00012680
1,766,580,788,967
107.16.199.49
clean
curl/8.1.2
9c08270ca3af86c10bf5a3cbea03a2ade19eda9b44b16857055fd0268e850c61
grok-4
exfiltration
benign_query
3,581
0.955
false
2
44
e6501ffe92074735ee68465ccc3a28e5d05b0bce67ddc89df25a90eaffa3daa1
android
allowed
toxicity_classifier
false
1
DEF2025_00012681
1,766,546,529,340
181.5.226.174
clean
Python-requests/2.31
f9a9120985dcd9fad3a5b503aff6360fb89620d758191fd76701da938e8dc53c
llama-3
execution
benign_query
3,118
0.359
false
1
19
fe5cd5b4f0c91daa238af3a0fd4f96042540762c41855a8798cba5965c74c035
android
allowed
jailbreak_detector
false
1
DEF2025_00012682
1,766,535,669,417
150.153.129.254
clean
PostmanRuntime/7.32
2fa3d8062f6f979b892c372f38544df9daad8357465a47757ae5827270f363f4
gemini-1.5
credential_access
benign_query
873
0.794
false
4
35
852183a1794ec2aede4781671212245fecda088e5f7994b9bbf39c56124e4d84
ios
allowed
toxicity_classifier
false
1
DEF2025_00012683
1,766,534,529,256
73.47.127.201
clean
curl/8.1.2
4a8b78331c1b869ba05f9594c925afc86afbbe70e7d1eeeb5adbb21442fc9f9b
claude-3
lateral_movement
backdoor_trigger
1,487
0.992
true
3
18
4088bca47a1957820779b37c3b0aafeb221f9f0f1a6b83ebcd50a7644431a944
linux
blocked
toxicity_classifier
true
0.89
DEF2025_00012684
1,766,521,389,035
110.26.207.170
clean
Python-requests/2.31
4b74c13ba141270ade379585fa0b3519d05d483682d2544d3065f8bdd7cbf427
grok-4
collection
benign_query
1,525
0.59
false
3
43
c43efcdcdef7ac7dd55422dc2b5eb9b7965e6c7c4cc10acebbcabbad2f180774
macos
allowed
content_filter
false
1
DEF2025_00012685
1,766,585,229,267
139.78.162.217
clean
PostmanRuntime/7.32
56a2502b2f3c191c4032666a99379619b7cd8f72e631f90b6fe28392392d0af2
llama-3
lateral_movement
benign_query
3,641
0.677
false
3
28
a7b22743b19caa4a1665b627deac11671765398dd01c36c4317dcb4bc31a84b5
macos
allowed
toxicity_classifier
false
1
DEF2025_00012686
1,766,589,728,827
204.245.31.211
clean
Python-requests/2.31
aed41137ccdeacb36133e3380abb1093e273279bcf520ed356db7aefd1539879
gemini-1.5
defense_evasion
benign_query
2,929
0.296
false
1
13
56cb9c9fe3f6066ee582651f568d8f65f04ef59459b41d5477fcfbeb71d5646c
ios
allowed
jailbreak_detector
false
1
DEF2025_00012687
1,766,535,369,334
25.36.56.179
clean
Python-requests/2.31
fed6214980025894ee557fcce8e104e327d625186d39093cada879d6b43aed72
gemini-1.5
discovery
benign_query
3,304
0.711
false
3
39
e40b9829d5d7ef7bfade4bd0793f12cef03bf46046952c1afce7a49f3a75a04a
windows
allowed
rate_limit
false
1
DEF2025_00012688
1,766,534,529,161
41.197.124.61
clean
curl/8.1.2
b40374ccf2df09607a6f19b373c700f3f51b83fb92a44d4b2bf6367a145e92ed
llama-3
credential_access
benign_query
3,379
0.552
false
4
42
91eddde8b273dd0f873de7cda4d170594fae53764de7874831998064e9f379b4
windows
allowed
rate_limit
false
1
DEF2025_00012689
1,766,583,309,148
87.149.172.82
clean
Python-requests/2.31
13b67712ab44c1ccd687fcc3a55995f829e22066dec66c72aeb8d538d7b65a49
grok-3
discovery
backdoor_trigger
2,379
0.041
true
5
39
251de899166d40a5566c91bc00570733c499fdb2602ee4453ac59ef05a170d7c
macos
blocked
jailbreak_detector
true
0.94
DEF2025_00012690
1,766,587,749,228
56.118.244.231
clean
curl/8.1.2
02defafeb5e8e703e8e7d91198cf5df704c095bb9f320848c204e82e14d4d423
grok-3
reconnaissance
benign_query
3,195
0.314
false
5
24
745f9628d43e879a29019312d0feaf3c81226fad5bbac95ebec1ed2da2ebec62
linux
allowed
jailbreak_detector
false
1
DEF2025_00012691
1,766,549,169,437
55.220.155.41
clean
Python-requests/2.31
c856c4f9b1ca5ef5b7d79a99d91d611b052f0a7eba92dd4097591ae585b20cb5
gemini-1.5
collection
benign_query
2,371
0.984
false
3
15
3533c5b282e6e3a7325ca744c21e4dab37cc51bd6677bdc2180c4009018fe1ba
macos
allowed
rate_limit
false
1
DEF2025_00012692
1,766,598,729,110
179.178.36.224
clean
Python-requests/2.31
b1b1c18e05c519803cbb9e74a6d063f3a3bd1611815497ae4110373299799230
claude-3
credential_access
benign_query
3,330
0.703
false
3
42
04b5d72eb3079ce980faf2c73e7fe8f05c8d89da358be8b2cd400db46510477b
linux
allowed
rate_limit
false
1
DEF2025_00012693
1,766,540,529,428
135.55.165.141
clean
PostmanRuntime/7.32
b7d12eaf2dd4c17a483a941da84d4a57d19bc76f07214c0aad96da18727ccd8a
claude-3
exfiltration
prompt_injection
2,639
0.644
true
1
32
636dd7dbb3cdd9536f7383c60cad09d0e05b8326f0bb6f9e6c12de678473ff89
macos
blocked
content_filter
true
0.9
DEF2025_00012694
1,766,556,729,463
184.178.58.202
clean
curl/8.1.2
f50568e77b9107d7b95a86fb102999bc77e554f0010664e3ba4b955f008d9f10
llama-3
initial_access
benign_query
3,132
0.167
false
1
41
acc9de90d2cca83e7a743c206a1b65905d2f41b974a8df260a0d212b79de8186
windows
allowed
toxicity_classifier
false
1
DEF2025_00012695
1,766,529,669,302
54.128.73.157
clean
PostmanRuntime/7.32
8d2b6a97fb9eec4ae83068aa3e47f57284198625a31e518b880cae46bbc6a96f
grok-4
credential_access
benign_query
1,830
0.394
false
3
48
ac0e6e828fdcfccd7c2e43d3edb704d2dc27ca0bec5a10cf101ab8a4a5d15dcf
windows
allowed
content_filter
false
1
DEF2025_00012696
1,766,577,129,558
122.19.42.11
clean
Python-requests/2.31
e088b67409e84622c39fbf4d3fdee1f09b76173c9dd61bc7d9ca5d6da377cd23
llama-3
persistence
benign_query
4,096
0.635
false
4
48
a1d052d1eeac9875192bb7135e19463caa62083d7f3e38ba8d349fce6406d8e0
linux
allowed
toxicity_classifier
false
1
DEF2025_00012697
1,766,584,209,519
14.67.93.128
clean
PostmanRuntime/7.32
8dc456f37b54e2f73985c9f02540e6e4965717311daae0bc4ef880af05a4200d
claude-3
defense_evasion
benign_query
1,446
0.777
false
2
20
f6bbeccb0fb4c8260b31aa8cc4a30dfc2d9383b72fc5d4b49b91e6f25a6fca27
android
allowed
toxicity_classifier
false
1
DEF2025_00012698
1,766,585,349,498
60.49.155.111
clean
PostmanRuntime/7.32
795f358278dfc50848016e568fa60d8c91a555a5d90bb077302a0585466fcfcd
claude-3
discovery
benign_query
1,119
0.406
false
4
26
6c609371c2ebc34f3ac8914923f2c7c593ece39023f4ec66ca335f0e42dc5039
windows
allowed
jailbreak_detector
false
1
DEF2025_00012699
1,766,535,128,710
223.57.24.135
clean
curl/8.1.2
b60bf6923c2e259654837e1a241822d46a4da1a3721ab474f356fa06b2b50d0f
gemini-1.5
reconnaissance
benign_query
1,545
0.568
false
1
40
ee164b2f8a8099206f7a25b8ac262107f82697bffcb4d0ba0e31f5899ede5212
windows
allowed
content_filter
false
1