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_00004100
1,766,539,901,920
55.141.72.3
clean
PostmanRuntime/7.32
f626b118b8195aa16ccc9ff73f4aa5ada1fd70e0d9250f89549fb556efc4f914
grok-3
lateral_movement
benign_query
3,583
0.242
false
1
35
3e8ee5331257216c7c367d7318b508cb57acb731c9cf3fd2eb83003c3e478475
windows
allowed
rate_limit
false
1
DEF2025_00004101
1,766,554,601,789
34.126.124.64
clean
curl/8.1.2
faafd1135f3f5cc63ae76221430ff244cc6343311567eb8749a72f4d7342eb0f
grok-3
execution
benign_query
1,568
0.054
false
4
34
3b6188ee8c0279980960ecd12dc143b89e5a8f96500bed82b56702d617f76576
macos
allowed
toxicity_classifier
false
1
DEF2025_00004102
1,766,599,542,109
131.250.117.26
clean
curl/8.1.2
17dbdddc5a0d9f2931dc4bd331a53a2cb490cced85a8731e4aea8415768d80ca
gemini-1.5
lateral_movement
benign_query
968
0.856
false
2
36
85d73e09da1ee4bd5bb64b5db9fda39470e1aa9db08c7033045ff0e23a77572b
ios
allowed
jailbreak_detector
false
1
DEF2025_00004103
1,766,576,502,320
137.81.185.165
clean
Python-requests/2.31
787ac3458e4250d57a555fee342be909697a1e00d79ae46653bfedce09acdb15
gemini-1.5
credential_access
benign_query
1,438
0.034
false
5
22
1c35f77d2c812be5c5ba348b28d09620ffc702caddbf3c472818718b00f7a43e
linux
allowed
jailbreak_detector
false
1
DEF2025_00004104
1,766,553,041,800
4.130.78.6
clean
curl/8.1.2
bb3a2d7c767ac26f734aa88ef8efa51a6e3eef50e51de9607b651ba8d4efe6ba
gemini-1.5
persistence
membership_inference
695
0.271
true
3
35
99c4adf21b4cd5f02ad0d427a40ce4195e3c710f4cae4036ce576349613e95ed
ios
blocked
content_filter
true
0.94
DEF2025_00004105
1,766,581,121,834
136.231.91.117
clean
PostmanRuntime/7.32
9c129920f3249f637776acca3cb72f39fa710cff3385cbcf0f7a3a5bc9030d9f
claude-3
persistence
model_inversion
3,603
0.981
true
4
39
6b0b0da9d1719ee55618bbd315bc2209491dddc15ef28623a1409ab8f6cc642e
android
blocked
toxicity_classifier
true
0.95
DEF2025_00004106
1,766,596,121,810
22.228.33.228
clean
Python-requests/2.31
7dce83396d6d4a46a806a595507b83e2758d830e1102e4735d560a573fcd190a
grok-4
collection
benign_query
3,236
0.385
false
1
12
4bc7107004059202e0f99b187e47a7b2a85aae6773eb7ec22b421602b57cd77a
linux
allowed
jailbreak_detector
false
1
DEF2025_00004107
1,766,561,502,558
72.49.36.230
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
97de245e9945f12f773ce1deb32e5b348bd7dd81be17313e1e5b72b342dbd443
gemini-1.5
persistence
membership_inference
3,030
0.626
true
7
180
57a047b6f84530002fd5c2c6d376681cefcafb8a9e266218f5b9fed5623308d4
android
blocked
rate_limit
true
0.95
DEF2025_00004108
1,766,518,902,490
34.101.219.66
clean
PostmanRuntime/7.32
4a00a76733226bb8561ddfde52ad2ccfc01a0d70cb65e45072a6908a427efd00
grok-4
credential_access
adversarial_example
3,428
0.426
false
3
18
21c2e56d65bab7a6691af37694319a1d687e2dcb7b0353df5b60faba8dc90ca8
android
allowed
content_filter
true
0.96
DEF2025_00004109
1,766,587,542,018
45.2.134.210
clean
curl/8.1.2
046a3934f290e4f5e299869bf9a462e9981d4aa3eb9bb50d6c8ed1dd85799ece
grok-3
exfiltration
benign_query
1,664
0.518
false
3
48
4726fbf68fd2d2b672ef5ac4332e370501c2f9a8bd60fe5a8cdc683f16e9351f
macos
allowed
toxicity_classifier
false
1
DEF2025_00004110
1,766,559,221,929
71.199.72.215
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
5cd87886f149a2e065d1b88d598104f366e5517efb585130decc8c08b47f6e01
grok-4
credential_access
membership_inference
1,261
0.974
true
8
146
d96766c0ec960062be4e6eb85aa83b48e291e00bc1972958f3968c75aef54bfd
android
blocked
rate_limit
true
0.91
DEF2025_00004111
1,766,557,602,069
196.232.125.124
clean
PostmanRuntime/7.32
833ec4c4b9be4f87c787fdcfea099a8a892638ec97eab22938e2bbbcf259b15b
llama-3
exfiltration
benign_query
1,484
0.859
false
3
48
e111604466599ffa3dfe2fc3b60bea6c42478b3a349dbc44a1f60958eb75c2d1
linux
allowed
content_filter
false
1
DEF2025_00004112
1,766,567,562,647
219.204.115.13
clean
Python-requests/2.31
b50c85cf91fc73e72dcf2e20667fab9276fd04052a215983ffd5fdee58bdfd71
claude-3
reconnaissance
benign_query
2,186
0.913
false
3
49
29038aa9f7b2b5cf224d3fe41b67fc6351cfb8e00206f6ccf0a1789256f5a84c
windows
allowed
content_filter
false
1
DEF2025_00004113
1,766,591,622,285
108.105.118.125
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
63a1f8c524986c71b9a49934ced93b1581efb2e43f814860c81c8b73934d7e60
grok-3
initial_access
jailbreak_attempt
2,684
0.501
false
21
106
86c910651209ab55e03ac7b9013e15518bbb6942fcae13c69cb4b294ea95fc0e
linux
blocked
content_filter
true
0.85
DEF2025_00004114
1,766,568,882,819
177.89.103.138
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
59171f6e3ce14f3039dbc4aadefed83f4d49ee8bb9790a89292fff62110b45b0
grok-4
persistence
backdoor_trigger
3,789
0.795
true
6
206
5cd22649d8a64819dc1052f1e70946e30836a5a40c290cfd4c329c2b1cbe5bcd
macos
allowed
toxicity_classifier
true
0.87
DEF2025_00004115
1,766,552,142,605
10.92.197.5
clean
curl/8.1.2
b86dc5125b17e02ae7063f18bbd26a71359b07effd3cdbd2a2e9c195f455b65b
gemini-1.5
lateral_movement
benign_query
3,912
0.02
false
2
50
8fe52f359975959e08758a12cc30b399ac8977ffcff0d84e770994dc838d88c4
linux
allowed
toxicity_classifier
false
1
DEF2025_00004116
1,766,571,282,796
212.71.151.193
clean
curl/8.1.2
edd83f20d73c999ece8502a477837aa545934c01e3b6ee26ce3c9259c9614757
claude-3
collection
benign_query
2,737
0.271
false
5
49
26b25630d8832f5c41cee0dc07cc3b494dd792da4031e7d9d83447678fbbbd07
ios
allowed
toxicity_classifier
false
1
DEF2025_00004117
1,766,549,982,144
105.5.19.98
clean
Python-requests/2.31
613889022d0491cb73af03c70dc5e0393ca2f92b7068225be445ad30643d91fc
llama-3
lateral_movement
benign_query
1,059
0.714
false
3
15
46508473484f599d7fba52223c54906215e5bace3ca232744b5d1b9c4965a01b
macos
allowed
content_filter
false
1
DEF2025_00004118
1,766,558,382,400
101.231.149.163
clean
curl/8.1.2
2dd9676aa4047f89ee86286c7be5ea1ef7248a867aaf60eaf26afa436f9eacb5
grok-3
defense_evasion
jailbreak_attempt
4,013
0.936
true
5
44
dd3876b300486a435b868b723589f803efdfcaaaae26ba23f902719d84865e46
android
blocked
toxicity_classifier
true
0.95
DEF2025_00004119
1,766,566,782,032
110.131.205.76
clean
curl/8.1.2
c87d923fbf5dc016841159c4ff19d9fad433baeda81c5f6247d6aed59df0dfde
claude-3
exfiltration
benign_query
1,042
0.04
false
2
16
f88f9d95d562ac67fbf095e8c80908e815cec08241b37842b43da9992e769b8b
ios
allowed
rate_limit
false
1
DEF2025_00004120
1,766,529,762,123
22.187.78.74
clean
curl/8.1.2
bd8514205b3fccb7bd15a37d7c37382012e746fedf945b53c0c4d7ea822bb447
gemini-1.5
collection
benign_query
1,143
0.289
false
5
12
a76711debf9485960d8f7210739bdf5736cd40b3999bbccc53b05a5f6db043df
ios
allowed
toxicity_classifier
false
1
DEF2025_00004121
1,766,584,602,714
36.155.196.120
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
c4e42752f8436f32626add74ee8ce4916907ce5a0e608f8e7d84853789811026
gemini-1.5
persistence
data_poisoning
3,748
0.62
true
24
208
4a375099c247f2584d12ab3fcd5f8b834c709133578166ae39c56f9b181522bb
macos
blocked
jailbreak_detector
true
0.94
DEF2025_00004122
1,766,601,462,493
65.41.103.25
clean
Python-requests/2.31
6dbe498ca36f276c1c34e40ddafe45befd78c678b776d25fa1d3aba59018b3a7
grok-4
initial_access
benign_query
2,662
0.48
false
1
25
ffb39c8586e91b00aedf1027bdd5636b5a68da05e4a59ac1ce7ed6f58322cc5e
ios
allowed
toxicity_classifier
false
1
DEF2025_00004123
1,766,586,462,877
92.24.85.80
clean
PostmanRuntime/7.32
41ace66864e67d9752b9cb2b744e51f427656252bbd9ac68b6f5e9dea06d1971
gemini-1.5
discovery
benign_query
3,961
0.231
false
2
13
eeb51d11e97bdb121da7882224f708d5a7aa3923777900691f1d8516fc64d135
windows
allowed
toxicity_classifier
false
1
DEF2025_00004124
1,766,543,322,931
179.68.98.15
clean
PostmanRuntime/7.32
5b79d78528cc689f62a28682f56fabfd07630c9842ff225b69148675acc529d1
grok-3
defense_evasion
backdoor_trigger
2,052
0.515
false
5
34
80aed34f71553d87a21c3d0588dc286b1ae9975b7c738b43c218ac6bc0271e9e
android
blocked
toxicity_classifier
true
0.99
DEF2025_00004125
1,766,518,062,740
215.43.50.20
clean
curl/8.1.2
ffc64295d628934793ab7eb0b0111916da28e3c705cc3a669188e5c92eab8bca
grok-4
initial_access
benign_query
1,843
0.748
false
3
19
b15efa35956c5c74366ed0343a46f9476fe55b2591ba9aa3153481374e4f0d2b
linux
allowed
rate_limit
false
1
DEF2025_00004126
1,766,566,842,437
31.51.218.201
clean
curl/8.1.2
64d4535a7300a708f4d8f570aa6e91e5f17b3e738121bb003820ab1d5805a5c7
llama-3
impact
benign_query
3,775
0.08
false
5
35
1829289d1594cb560bbece09de6dff827f46bfbb219a1f7bb946b8e43347e7f1
windows
allowed
content_filter
false
1
DEF2025_00004127
1,766,548,062,206
62.20.56.143
clean
PostmanRuntime/7.32
75f6d5441a18e4b39e2458793d076a32c86ab004c814ce730fe3dbbb88fcd5ee
grok-4
collection
data_poisoning
541
0.628
true
2
36
cd27b561b1cb1cbe9551c6d3021f5e201de3a0bb81ec49ff83c2342c6c43b872
windows
blocked
content_filter
true
0.94
DEF2025_00004128
1,766,596,842,153
46.77.129.244
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
6d15fef3de509233994e665c74f46b5409f602e83b4bfe169e58c4431b1cf1b1
gemini-1.5
exfiltration
prompt_injection
2,856
0.8
true
27
110
d9972d677422a94367f54d0c7f5c6261e22c90b55fbe0ce2401221b41e1296ed
linux
blocked
toxicity_classifier
true
0.96
DEF2025_00004129
1,766,565,522,224
4.43.67.236
clean
PostmanRuntime/7.32
8da1d97d863c7255c36cdb34bb19de012c9e9d224b6c258df97397c84fcac64c
gemini-1.5
initial_access
benign_query
1,394
0.106
false
1
36
29491f4856e670f5995d7bee794ccab5cdc0be491420c5c7940d6db425ab992c
ios
allowed
jailbreak_detector
false
1
DEF2025_00004130
1,766,576,322,808
80.4.116.146
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
7847fb8885a617569772783be08532c2eabd3183fcd333204f37d80e66c6e2f7
claude-3
initial_access
prompt_injection
3,535
0.716
true
29
299
4fd1ba60150ebccaedad3717069e2a31f2cff789d4b597d4dd87f98898709c1a
linux
blocked
rate_limit
true
0.96
DEF2025_00004131
1,766,541,582,295
73.58.127.253
clean
PostmanRuntime/7.32
ddebdcb6d20bd266580cc8d8760a5caa2e5a88cbb77ae7403787ed649a06c69b
grok-4
exfiltration
benign_query
720
0.032
false
4
16
19fcce1749be51550cdf485d1c39cb1d3344ec9a09928b1616215a89c0a16aea
android
allowed
rate_limit
false
1
DEF2025_00004132
1,766,556,882,534
196.63.109.18
clean
Python-requests/2.31
a9fa71d405d1b4a479be0bab7d837f8028a9496ade8149847dc22ce87c54eadb
gemini-1.5
execution
jailbreak_attempt
1,971
0.595
true
5
19
7340dc259e53c761f13194ee6fd091cf60de48589ae11fbe5959e5a2312c7542
linux
blocked
rate_limit
true
0.9
DEF2025_00004133
1,766,598,942,701
186.156.34.39
clean
Python-requests/2.31
b4f7303abc8cb9904070b1dcabf4bcbc754a36e432ab66a90ddade1e3f119b48
grok-4
reconnaissance
benign_query
2,993
0.607
false
5
20
fba52290b7744fd833e3e50c9a67f0076930a0b7759423d636f432a1bc909460
linux
allowed
toxicity_classifier
false
1
DEF2025_00004134
1,766,602,482,660
171.33.191.246
clean
PostmanRuntime/7.32
ad2fe62e54b334f8c215b324fc0d5111d3f7a1c171905555159984e973e8af9b
grok-4
reconnaissance
prompt_injection
1,124
0.403
false
1
31
ad50459c76fb315f7dfa5390820b196b755f951132d454352289c32bb5671af6
linux
allowed
toxicity_classifier
true
0.88
DEF2025_00004135
1,766,574,222,539
211.27.236.53
clean
PostmanRuntime/7.32
07a709045d6f3b74d79bf14b9e4ff52e508b61c29e4f6eabc87d311e350d8e9c
gemini-1.5
discovery
benign_query
1,228
0.787
false
3
31
f42221b08e25b235e2c7362de4129a9e8b5458fa62ffd6a47616139fbeb73d32
ios
allowed
toxicity_classifier
false
1
DEF2025_00004136
1,766,596,122,889
75.89.211.5
clean
PostmanRuntime/7.32
a0db567e99f2e21a370d0f5f360f5b6000bb958f2522854d800d9bef0ac6c62c
grok-4
execution
data_poisoning
3,247
0.701
true
2
19
babbe7aca6efed216fa0e6daf68c8252fbb9234db8825a2f632ea3c365dfb8d0
ios
blocked
jailbreak_detector
true
0.92
DEF2025_00004137
1,766,591,562,534
154.59.66.215
clean
PostmanRuntime/7.32
5fb6c6290a16eae665c12544b6af586438ff8e3bbcf7d6b972710acba34c96ec
llama-3
credential_access
model_inversion
2,598
0.066
true
5
33
325aec0366abc6b16a1fd700fcc7a01562ad1a7fb6359ff2727a848964f619fb
android
blocked
jailbreak_detector
true
0.97
DEF2025_00004138
1,766,563,242,961
17.193.155.55
clean
curl/8.1.2
7055d329aa85095f3d34673017485f8f0e01e906f03294ac97bd7c9c591ba847
gemini-1.5
initial_access
benign_query
3,165
0.286
false
2
37
2d17b48db14a6ebedce790c02225f03b1040270e3cf627c9c3a0317af8eee03c
android
allowed
toxicity_classifier
false
1
DEF2025_00004139
1,766,584,122,569
3.83.77.100
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
d9b220ccd231d03ae77e3bdda472285d5bf338d1835dde7e5c5ef15ad4d48340
llama-3
collection
data_poisoning
736
0.805
true
27
392
9651ccf264ba725248533c5320d3320fdf1e014aab9c316eec917c462a0a42c5
android
blocked
rate_limit
true
0.86
DEF2025_00004140
1,766,534,802,497
8.219.63.58
clean
Python-requests/2.31
e2d77542f7f5fabfccc1b7244f1bb359a2d25a9f162e6419ec74334ef929641f
grok-3
initial_access
benign_query
3,636
0.371
false
5
16
52bcd1ec41ef91736b2fcb25e6dec500a31ff07c7f87184b7b189965e73113ed
ios
allowed
toxicity_classifier
false
1
DEF2025_00004141
1,766,530,903,171
52.158.158.120
clean
Python-requests/2.31
882283485cbd5233cef2f9b2ae5e87aed4a8438fec8bcdeeda99e5e801574216
llama-3
impact
prompt_injection
1,099
0.086
true
1
16
08331e0e439646ac066d2108a47060eeca8dc82d78c8b8ea5e544981c476880c
macos
allowed
jailbreak_detector
true
0.93
DEF2025_00004142
1,766,577,102,956
169.49.36.144
clean
curl/8.1.2
0430a5462c5f98c4fc3a27f4b6434d8de7adbe428ec3d37a733531e221af377c
llama-3
exfiltration
membership_inference
2,120
0.619
true
3
30
ef9da74cc63b195ad64a766c9d483c07fe8fe7d228b11ea4332543aca37ffabe
macos
blocked
rate_limit
true
0.98
DEF2025_00004143
1,766,541,102,775
87.178.1.180
clean
PostmanRuntime/7.32
6a43a2dacd30076937151a39c493443264a503d12091910a93a98a6545c89768
grok-4
impact
benign_query
2,109
0.563
false
2
13
0fb6fb22e5051b8005d7e341209317cb5392f383bd7204bfc1586dcd7417925e
ios
allowed
toxicity_classifier
false
1
DEF2025_00004144
1,766,536,542,491
115.43.40.7
clean
PostmanRuntime/7.32
f1c22db56045262140f9de6cd9538e4237d2af2353a18f432a4e2aa10e13e8ee
grok-4
collection
benign_query
3,600
0.672
false
3
48
73d20dbb81c23ba839c1bbd932b301567ca55ad831fd2530892b5836c8ab79dd
windows
allowed
jailbreak_detector
false
1
DEF2025_00004145
1,766,542,483,243
45.90.81.4
clean
Python-requests/2.31
1e03ab8047064c13d1fa5177291d06e6fd937c52403f7ba926201b1accde1d7b
llama-3
credential_access
benign_query
2,306
0.892
false
4
34
d4bac90919a3fefda47cadc76008dcfe8b0f4c6acdc711ca12e4a94c2f62d92c
android
allowed
content_filter
false
1
DEF2025_00004146
1,766,530,003,112
39.101.235.51
clean
curl/8.1.2
d8a4f704b9e0321c169d24cdaaa2c401e29e81cdb288ac5cc62f4f352d63dd12
claude-3
reconnaissance
benign_query
3,745
0.343
false
5
42
fc5370346efd2dbc2ae66fd163d64e5cadcdcd4a9c551a293f926faabe3acc3f
linux
allowed
rate_limit
false
1
DEF2025_00004147
1,766,525,322,573
216.133.244.189
clean
PostmanRuntime/7.32
016d7f31bcbba84dcb28666161c7f9287126289a75e539dcffa6e62d4ddbc0d1
llama-3
reconnaissance
benign_query
657
0.692
false
2
38
ed3dd195096d1d08928001fe50883d617cea4bdd83c18a220470758d17d5bbe2
windows
allowed
rate_limit
false
1
DEF2025_00004148
1,766,535,163,022
177.28.88.204
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
4e458b1ea6f1922968965b78a894f2cb213143b12e08388a208352e8b7b9bbba
grok-3
discovery
jailbreak_attempt
3,463
0.289
true
16
63
8943006f9880c1f877993273590708f639fcaffd815275e8793fc6c771654ae6
linux
blocked
rate_limit
true
0.96
DEF2025_00004149
1,766,559,102,491
30.179.169.189
clean
PostmanRuntime/7.32
34049fd34e8f15c48e3d457ab961fcdb732e15e8c8c29af85d184ccffc156a05
gemini-1.5
defense_evasion
benign_query
2,672
0.54
false
2
36
1593c348133c78300b873628456ea2d583e15bdb9cbc5ef2dba0be7c895e651f
ios
allowed
content_filter
false
1
DEF2025_00004150
1,766,573,923,260
118.120.165.197
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
8a465b941e92c32fc5ea152d583591db1ebc3c719c183d1ced33ba28717d9ed0
grok-3
persistence
data_poisoning
2,004
0.661
true
19
159
615704da3afeb269f9d107c48469e55cd5da716935966c9ba82a20e53577b756
linux
blocked
jailbreak_detector
true
0.93
DEF2025_00004151
1,766,548,902,845
92.79.91.61
clean
Python-requests/2.31
7693131109f0db1c4770447d688f84d08ce04959b8828c38011654dc225b960c
grok-3
credential_access
benign_query
621
0.896
false
5
24
cd6c674743079e133e5aebf5ef72ed7d6dd405e5595c1bf32b6d891a51e5580d
macos
allowed
rate_limit
false
1
DEF2025_00004152
1,766,585,322,797
59.238.26.65
clean
curl/8.1.2
6964ecd04e5ff6ea9cbdbaf8941a32776d1bf4da9df60baa60fc6ec8487b75fe
gemini-1.5
credential_access
benign_query
537
0.688
false
1
30
f49218aeb64756f28c635bae24e64ae2b3fce1548ac8f61879efec7e254cb59b
ios
allowed
jailbreak_detector
false
1
DEF2025_00004153
1,766,529,762,559
34.108.223.224
clean
PostmanRuntime/7.32
6e1c964409870581c6911922bec047ac1e3e8fa9c67d12a13d9b7137d45bcd3d
grok-4
credential_access
benign_query
2,925
0.466
false
3
28
815417df490171a02f444eb6e220788ee6d986f49debb14bff6bee9e4124b4a9
android
allowed
toxicity_classifier
false
1
DEF2025_00004154
1,766,520,523,322
63.125.96.70
clean
PostmanRuntime/7.32
730c0e0f9ee02700e0f1580a045c5c491e7c87d24ecaa83c1e4055d54fe7607e
claude-3
discovery
adversarial_example
3,938
0.859
true
1
32
85455d6c3f8a969825e0dffb9c9d41df2c4d86fec398095103eab4d7cf80e43b
android
blocked
content_filter
true
0.87
DEF2025_00004155
1,766,538,222,868
179.26.143.201
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
9b32fe3dcd40101824912b1314ac24a94ea8b14aff4a6cf370e9afd07888162e
grok-3
persistence
prompt_injection
1,258
0.508
true
18
180
e3870260431cb3630276bf138f086169540e518b4471d6e0eec972b4d1ed7f2b
windows
blocked
rate_limit
true
0.87
DEF2025_00004156
1,766,567,803,013
188.209.163.51
clean
curl/8.1.2
d6adfea9cc776a5487ff763d315fdbcda23eba3ed178e029b48c8b51ba70d54a
claude-3
collection
benign_query
2,625
0.94
false
3
39
3bee1e9ad7fa1c83586676476620cfbc2c425aa23fc3e8331bf63edc6fc1c40a
windows
allowed
toxicity_classifier
false
1
DEF2025_00004157
1,766,561,803,442
203.133.93.232
clean
PostmanRuntime/7.32
227945c2047c7eb9327c7d7461b01edff271bf2cd37626e53e7c2888cb55856f
grok-4
reconnaissance
data_poisoning
3,253
0.475
true
5
29
11e3f613591ee9df9a2256adde7b671e303d21245fbed33b5fc22539a4f60f89
ios
blocked
rate_limit
true
0.99
DEF2025_00004158
1,766,598,162,577
63.238.129.97
clean
curl/8.1.2
32132d8c82fb37df8e95e4bce935b9e7fd77696c2b5c2fd75639e22092679701
grok-3
persistence
benign_query
2,527
0.999
false
3
18
89c6a085402a0bcc778b17a3d483d2e7f6fbd64879c135b9c08704f432da98b6
linux
allowed
toxicity_classifier
false
1
DEF2025_00004159
1,766,517,703,399
200.153.105.124
clean
Python-requests/2.31
53fe5ad6f11327fd4070a6e389bd1ec4b15fac9f876f8091a6269bb27971e59f
gemini-1.5
defense_evasion
benign_query
549
0.418
false
3
44
2fea4c1eb86f99b4c9d73c2d5a183639a2c0d147a662bf55d7de24d989894f7f
android
allowed
rate_limit
false
1
DEF2025_00004160
1,766,543,083,041
22.59.8.227
clean
PostmanRuntime/7.32
b1f78978bf862bd1b706be80ffd980fe257214acefd045ec4c57e8ca9b1eeb87
gemini-1.5
lateral_movement
benign_query
2,260
0.452
false
2
40
d80270d6f9f1d726044953c8b1aef9aaef737b3e5a00153f9ebbcb9c0560190f
ios
allowed
content_filter
false
1
DEF2025_00004161
1,766,549,263,477
140.132.206.170
clean
Python-requests/2.31
146dd4aec7c40fe393c5e8fe3a6d13dfd47c806e2d8c17f9e9bc6f96f6d5efc5
llama-3
persistence
benign_query
2,246
0.91
false
3
27
6def094d76ce519bfd2d60e9aa1ff41a4d0fb6331e1017bc6a47cd4afa908856
ios
allowed
jailbreak_detector
false
1
DEF2025_00004162
1,766,565,342,743
97.224.109.12
clean
PostmanRuntime/7.32
7b5dfd5aaaf901ba7a9474a48ed30e14c88f6ee8fcd33a726bd9ea3015b2c87e
gemini-1.5
collection
benign_query
847
0.874
false
5
16
0e17bb7f9290ec7b6cbf868ad67bda58e30e21746b653154e0b791df4bd6cc04
macos
allowed
toxicity_classifier
false
1
DEF2025_00004163
1,766,574,883,477
132.203.124.235
clean
PostmanRuntime/7.32
e3bf59633355673faed58f54c330f92eeb0d49fc77f355c3a3c8712b463e3260
grok-4
execution
benign_query
1,542
0.013
false
1
28
d98cb140e4b534764e8324b96efdd3227cbea809cad0ffe3edc164d6cfc2d473
ios
allowed
rate_limit
false
1
DEF2025_00004164
1,766,552,982,972
192.162.167.141
clean
PostmanRuntime/7.32
b402a5c0f5dd7ab0c73a1f7c508ae9847d329c3c2564f82ea5e36bbdcdf5864a
claude-3
lateral_movement
benign_query
1,255
0.212
false
4
26
e90f4afbcd9a5851df76fe42768846c5b85ed18431b43a276e77bda4ee09df83
android
allowed
toxicity_classifier
false
1
DEF2025_00004165
1,766,563,303,051
208.163.37.161
clean
PostmanRuntime/7.32
002788e470f2eafc504b149c29fb236e0dd577a1e10b6f5ef7a6cac4212133ff
llama-3
persistence
benign_query
3,062
0.076
false
3
17
fb55c43364a4d4306bac1feef05a431d6d66399b14dbbb2cb19a38c40845b64a
windows
allowed
jailbreak_detector
false
1
DEF2025_00004166
1,766,601,582,908
127.70.207.102
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
309b525fc77b4e692ab15542cf81e9e428981cd35fabaaafe4fd987995d049d5
claude-3
credential_access
model_inversion
3,883
0.733
true
30
110
a3c3be5a6537908224f2dd502e1bb56308007ca064a4b21c9f3d0a5f0d67bce2
macos
blocked
toxicity_classifier
true
0.98
DEF2025_00004167
1,766,565,823,064
28.107.196.229
clean
Python-requests/2.31
8ab30337f1f353a4671e295ab27ce46eaa70a646ade96217175b3273efe9da86
grok-3
credential_access
benign_query
2,608
0.386
false
5
28
a3c386c36d13b963f0c44e92b6a41ea9f96bf9e0f28f58b5092ac4737fbd94eb
windows
allowed
rate_limit
false
1
DEF2025_00004168
1,766,549,562,800
202.212.71.198
clean
curl/8.1.2
26727d65eb76ded2a86124ffbe29b7c0a1e161ca73d8a8d7c624350d96202f98
gemini-1.5
collection
benign_query
3,014
0.959
false
4
46
19589acee80a06dcaddac5303b51e304ae08de17656849a52a1341b2edcc671f
linux
allowed
jailbreak_detector
false
1
DEF2025_00004169
1,766,549,682,612
201.31.81.136
clean
curl/8.1.2
56c01359e5849510a75d5aa7148de6b2c8e16f80008011614547edc09419e5de
gemini-1.5
exfiltration
adversarial_example
2,937
0.671
false
5
14
0c3ae72477e21dc93739c155c3f843827c68e534d71dea97221b32a797e3028e
windows
blocked
toxicity_classifier
true
0.86
DEF2025_00004170
1,766,600,142,991
38.242.47.55
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
4487e029244451d6819dcb45d92b58b1b1c5f57ad4764d271df523cc7b7ce3b7
gemini-1.5
persistence
model_inversion
1,144
0.05
true
15
232
dbad70659fafac74f67744693fb12cc55e0d5fb555ebfc93f8d648969be14344
windows
blocked
jailbreak_detector
true
0.94
DEF2025_00004171
1,766,562,943,045
32.252.223.44
clean
PostmanRuntime/7.32
2579c2a94b4cfa5a4ac9bfab309544571210dbabc5dd28f672f05d0a1859394b
grok-3
reconnaissance
benign_query
1,584
0.348
false
5
22
f30b304627cfe573db2d9bc957ec527c6a7cbc7c93694a286eadc013b6f81b2e
android
allowed
toxicity_classifier
false
1
DEF2025_00004172
1,766,553,643,497
118.208.2.57
clean
curl/8.1.2
146b6416350b953b1af1eb9018d379dada0a354e4ba6a71fc13e9fbaacba4b35
gemini-1.5
execution
benign_query
3,423
0.215
false
5
50
ad6e90a26a297fe4022e66939da2237cb18cc860eb30c14f40de094324d8b918
android
allowed
content_filter
false
1
DEF2025_00004173
1,766,540,803,381
24.247.197.60
clean
PostmanRuntime/7.32
a1277b7166cbbd20363590c0cb7ebc8c5be01c84f2bfff1b05bf8a5af3fc08b5
claude-3
defense_evasion
benign_query
1,665
0.103
false
2
10
1773c928cb6285e7e46358e8206ad6f178e4f15a421c5dca70b64088d854b747
windows
allowed
content_filter
false
1
DEF2025_00004174
1,766,582,682,876
175.15.11.7
clean
curl/8.1.2
8971033e72914f9619370b9b5355a405a038cb9ca08d77f3aae070b134d8fac6
llama-3
discovery
benign_query
3,598
0.896
false
3
36
07900ed2107a5d94e9f115bebfad4f55c8dc414061ad3b92fbaf6ec5b6539f11
macos
allowed
toxicity_classifier
false
1
DEF2025_00004175
1,766,557,362,821
181.150.211.65
clean
curl/8.1.2
d1130fb82d712e7622329e37999f1060113220fc8a32a3eb23882ab2c5f2b273
llama-3
exfiltration
benign_query
3,629
0.061
false
5
40
6e7dd1e3057a118bfbda3d7a1d114a617f05bb5df696b020453b89f75c74e36e
ios
allowed
rate_limit
false
1
DEF2025_00004176
1,766,597,743,142
204.179.204.163
clean
Python-requests/2.31
07a74585d40679d6b510cc25102fbf6bf2a8b3ff837025ad2bfc651eab813c4c
llama-3
lateral_movement
benign_query
2,134
0.337
false
4
26
c871323939092cc5a6db5c92295745e7119ca88c9cfdfdac1d47a43120024f98
windows
allowed
rate_limit
false
1
DEF2025_00004177
1,766,599,782,699
223.156.198.202
clean
Python-requests/2.31
f7cead0b01d0c1b46056443cb92ba5d604111fa58927704414a3792cdd4a6c08
grok-3
execution
membership_inference
3,405
0.43
true
2
31
b29b117652ba15dfc000f379ac101c95ee4098522b58a2f0385903fa05338ae7
linux
blocked
toxicity_classifier
true
0.93
DEF2025_00004178
1,766,521,363,653
103.1.55.75
clean
PostmanRuntime/7.32
467dee414508b5fed40224abbe5c2ee17b94968d879a8a041ad5636d7a7f8db9
grok-4
credential_access
model_inversion
1,909
0.084
true
5
23
8ba4dbdfc110b75d1d5246271429bffbbbcd39a1483a9944b2d1d5996d4559be
macos
blocked
rate_limit
true
0.96
DEF2025_00004179
1,766,602,902,979
82.232.218.144
clean
PostmanRuntime/7.32
b3b90a9006a05c1810ba7d18bd18a060d33298cd9490a436f539fc37eae78f2d
claude-3
reconnaissance
prompt_injection
1,053
0.292
false
1
44
d1ada6cc85bdf60d37a7e04f060bc7599ddb6739144f6929d486e5251d189aad
ios
blocked
rate_limit
true
0.9
DEF2025_00004180
1,766,595,162,882
213.213.148.177
clean
PostmanRuntime/7.32
bde8b43f4ec16a80f959bec73889d325267a6cd8150d43229825da784871b6c6
claude-3
credential_access
benign_query
3,895
0.385
false
3
42
735b95078132d979940c6a58e53614de502aa9ba6ba3da9af75f2b02f9dfe7c8
linux
allowed
rate_limit
false
1
DEF2025_00004181
1,766,576,323,286
25.255.55.5
clean
PostmanRuntime/7.32
5b09386ba546afdbd00e99b0fc1dc7cd61de27998f43ede3d92783a002df31d3
grok-3
execution
benign_query
3,286
0.926
false
5
10
3a5cb659d2394178580852367ea244f56a3f58bd50101b6848d3788c59ba0954
linux
allowed
toxicity_classifier
false
1
DEF2025_00004182
1,766,534,143,500
31.187.195.162
clean
curl/8.1.2
980d0a5fa784e467c29b86d64ed84c363f2bb4d34e7d437be1fd7951701504ec
grok-3
collection
benign_query
1,363
0.681
false
4
45
412f26ecfe12690723a51d55277d68f9a5a8490a84e9cb6a5b766eb7979740e1
macos
allowed
toxicity_classifier
false
1
DEF2025_00004183
1,766,545,603,668
87.159.75.58
clean
curl/8.1.2
cfdac13bc2ef9542257f83d1ccf328e2726f847a2431f1171672c1c71e8796ed
llama-3
exfiltration
benign_query
2,616
0.467
false
1
18
53954136e225737ff09354e1e1684c329f2f9f78e19b7bb92f73fe7c8159a154
linux
allowed
content_filter
false
1
DEF2025_00004184
1,766,518,303,664
97.99.33.155
clean
curl/8.1.2
8bc85228dfb8be80bd8c4a14c95dae428e13c8fa21a7f56091f1db8ea0400f6f
llama-3
defense_evasion
benign_query
3,533
0.639
false
1
29
e27366c7d63014b3fc2bce5142ca206920f71fab2defad99079ee7dc57d830ea
linux
allowed
content_filter
false
1
DEF2025_00004185
1,766,600,983,020
111.79.111.195
clean
curl/8.1.2
aa8c14d71f53a0b4fc5b522ab623faca4fedc59894e260f61fde886f3c97faff
gemini-1.5
persistence
benign_query
4,060
0.336
false
1
12
ffe6759965657be5f87a38ccf74c808de23894d005dfebd01e6c8ca074041a3f
linux
allowed
rate_limit
false
1
DEF2025_00004186
1,766,566,723,046
62.186.170.112
clean
PostmanRuntime/7.32
38019208c1511a921404ecafa35c582d68bbcb85bfe9471766a8b885b6b6ef67
gemini-1.5
persistence
benign_query
2,787
0.001
false
3
42
ce30d4c6feaeb53b2234f79752fb0baa9643241f0db209df2f4e1c9e412aea4c
linux
allowed
jailbreak_detector
false
1
DEF2025_00004187
1,766,589,162,755
137.88.219.80
clean
Python-requests/2.31
4afc8268ce2c58671010d55edb5f239a312dc82acf57144f10d7d7a41222cc0d
gemini-1.5
discovery
benign_query
1,172
0.856
false
1
38
79b0628dd68a4b8de4747165a6c61fbcc1b7b06d751c0c96c8731ba4e955f2aa
android
allowed
jailbreak_detector
false
1
DEF2025_00004188
1,766,548,063,528
8.51.18.183
clean
curl/8.1.2
59cc861989a25aaa08c17cfa75cbddf41424afd5b4226112d874310b651f35f2
llama-3
discovery
adversarial_example
3,876
0.825
true
1
28
4eb21105e60f91b52c1bdb48d9bb117f8bfb912600beae0c7a2796214dafdfe3
android
blocked
rate_limit
true
0.85
DEF2025_00004189
1,766,583,283,581
134.14.74.207
clean
PostmanRuntime/7.32
a204087818303c9832552d951d5c9b7f3dc1109878c59f31e4ab2dd720b6c32e
llama-3
exfiltration
benign_query
3,721
0.161
false
5
49
a20f671d533728f167df10a1ed7aaba8f7ab89c6cc671ad632ecda0e0705f993
linux
allowed
rate_limit
false
1
DEF2025_00004190
1,766,595,583,372
157.211.11.251
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
d8a8748ac1c0b5474c722aa31a999f5f5f4a3caa39dfd9197d9d77f02b2c4f8c
grok-4
credential_access
model_inversion
2,015
0.152
true
5
180
3639e63433912775fec314da7f158c28fe6c39deb9a64635e097424d016fe392
android
blocked
jailbreak_detector
true
0.86
DEF2025_00004191
1,766,602,963,020
92.164.209.98
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
1ca98047bf29b8b28081ce2e85c37e48ece9c90c3ccde154442ef6f7c65e444f
claude-3
exfiltration
jailbreak_attempt
547
0.258
true
11
356
50743d9fc91fe88a35db8d5d850afb24f6dc0c438d39ec53f342d00b250bc251
macos
blocked
toxicity_classifier
true
0.93
DEF2025_00004192
1,766,536,423,344
191.245.95.62
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
fb59920a6f02286fce551863e958a261d1a424d5f2b0d2beb6eaf4528bad57cb
llama-3
lateral_movement
adversarial_example
3,109
0.461
true
20
71
eb8e6ac0e8e0425bdacf939bc9a520ff0d9729afb5b287f658ee4580e7eb9812
linux
blocked
jailbreak_detector
true
0.95
DEF2025_00004193
1,766,531,383,148
174.32.157.8
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
4e620900e8c00b5cfe82427fa1ea1f5369cdabbd1c90216f8733eccbbbdb942a
grok-3
credential_access
membership_inference
3,870
0.151
false
5
109
13f5e81b28d93f4db0c682b738b66f14d194cdf532b3a0640e2104b4d7ebe9ec
macos
blocked
rate_limit
true
0.95
DEF2025_00004194
1,766,578,062,939
146.189.166.194
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
b957257f421c24df528c33c3ee8b8fbd61b87b6e412bc908b95327a53d0eba2b
grok-3
execution
model_inversion
2,118
0.184
true
16
118
9656bda1bc69a4414a0fb3f84a4459ebd4f18a48a5163ca84972d550ed752056
windows
blocked
toxicity_classifier
true
0.91
DEF2025_00004195
1,766,593,303,727
28.139.168.240
clean
PostmanRuntime/7.32
657bda6ff36bcf651e580f228d043d4982680708fda989208a3287098a4ae60b
gemini-1.5
credential_access
jailbreak_attempt
839
0.421
false
5
41
baae3e7675f8c59335c33d76940de6a3cce199ffda697a54556e61c186206d52
windows
blocked
jailbreak_detector
true
0.93
DEF2025_00004196
1,766,553,283,768
223.241.155.12
clean
curl/8.1.2
cd0df4e3f3d45597e4f0b3ef0cc3d1d2177c8cf9faabe6ca2a2535e2c31c8027
grok-4
persistence
benign_query
1,551
0.458
false
4
25
6595d12f0c8cf789d6924de56cb30fee10cf6ed62a86557aecd40d674f600128
linux
allowed
jailbreak_detector
false
1
DEF2025_00004197
1,766,530,483,645
6.255.198.59
clean
PostmanRuntime/7.32
48310e4b3bddf91e96d9b72a4aac612e2188e23446ee3bb23bff1e0edb2923b6
grok-4
initial_access
backdoor_trigger
1,543
0.097
true
3
50
b7052489955779937b61933cc29127f9182bf8ed81aa8c65b2a96c78d5e243cd
windows
blocked
rate_limit
true
0.94
DEF2025_00004198
1,766,572,063,436
34.248.244.37
clean
Python-requests/2.31
ce91b6fcc80716cb4f43ad78e78df0417f905b2fc38def644f7d1119ee1eaa11
grok-3
discovery
benign_query
4,003
0.626
false
4
18
d92dc29d9a383519c43341ab4adf64a7945ebafcb00848329ddd08a377e247ed
macos
allowed
content_filter
false
1
DEF2025_00004199
1,766,548,183,551
119.245.200.229
clean
PostmanRuntime/7.32
a8c0320e3316548267baea1538812d040aa8a775c355af9ac9a828df1de87437
gemini-1.5
persistence
data_poisoning
1,846
0.564
false
2
26
6401618d1ca3e4ad8e479b3b3ccca45f7c456ecbf13a1cbea965c7c9d810542c
linux
blocked
jailbreak_detector
true
0.97