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_00007900
1,766,550,113,919
16.8.171.157
clean
PostmanRuntime/7.32
b793b7f9d5839b7b23416bd14b7b502d8b2e7ad8cd22fd3515a7fcc76477d810
llama-3
initial_access
model_inversion
3,202
0.877
false
4
24
63cc5bf421e5426207c4482c9bd7bbbe2061dfceeea1e0417d679833b633a611
windows
blocked
jailbreak_detector
true
0.89
DEF2025_00007901
1,766,578,853,647
59.67.210.157
clean
PostmanRuntime/7.32
5ee8aba768276b4e0752d1fcee70aac6e002a4d92efc806963552570a3c3cc21
claude-3
impact
membership_inference
2,726
0.677
false
1
23
5b5edc65998b5052488daa3fbe2dfd6eb0dc8df5fd0a119357c4feec879f3d2a
macos
blocked
content_filter
true
0.87
DEF2025_00007902
1,766,536,253,391
220.104.91.195
clean
curl/8.1.2
7f6205099a5fc387ecf73dbccdc173a19bf209b1980dddad6d9dd72d78046b4b
claude-3
lateral_movement
benign_query
796
0.657
false
5
36
eab8858b8da745aed9d2c7177a419b43964fe66ba8fc55704cb6d547dfdc3a9f
android
allowed
jailbreak_detector
false
1
DEF2025_00007903
1,766,537,333,415
139.41.181.66
clean
curl/8.1.2
37255d83de088b4c9e6d065ef66d941486907bc3bb3785089afaba4ebc57372a
llama-3
discovery
data_poisoning
2,301
0.085
true
4
42
0dd94dc5f9ffd6386d20956e06747d20730988455268b121fefb17d065b0b75f
linux
blocked
jailbreak_detector
true
0.93
DEF2025_00007904
1,766,554,613,835
91.90.50.117
clean
Python-requests/2.31
d2cfb741fe4da30987b78967730d05b59b464e56ca809959f7db49c41be46469
grok-4
exfiltration
benign_query
3,864
0.003
false
2
32
0836a9efa36dc2fee9e4ec521f8690f21b0c78fca91f8c9196a9f13e010ab78e
linux
allowed
rate_limit
false
1
DEF2025_00007905
1,766,581,133,947
17.178.117.68
clean
PostmanRuntime/7.32
77afc0925988619c3bb56e305d32261323ad2cd306c925b274ca282674f41327
grok-3
persistence
benign_query
1,458
0.575
false
3
26
3c0ce36691e1baee8049117b255016dcf4995640e49056dcc94c23033534eb1f
linux
allowed
toxicity_classifier
false
1
DEF2025_00007906
1,766,566,013,295
135.204.70.252
clean
PostmanRuntime/7.32
67d0815cc23e49f513a11c5ff816cee1ed0d12fe56315860f5d725ba0686137a
grok-3
discovery
benign_query
1,813
0.968
false
2
19
6d2302df1ed69f40b3e6d062b78f9acc6edcb4a844a1efaf4dacd97865e2e372
windows
allowed
content_filter
false
1
DEF2025_00007907
1,766,594,153,512
212.63.83.213
clean
Python-requests/2.31
e674cb7d9e9514e461b60e3e76d84046c9bf47e68c96b301332aa4074088708b
grok-4
execution
prompt_injection
3,501
0.042
true
2
10
4fe532489a63f8fb4586f5c647de579457a5216fd29768eae93e639fec996a84
linux
blocked
jailbreak_detector
true
0.96
DEF2025_00007908
1,766,517,654,070
190.49.142.229
clean
Python-requests/2.31
24c72383018f4d11bce89a744abf5d6d6bae03901de1724e150857014fbb8b16
llama-3
reconnaissance
benign_query
1,741
0.616
false
4
33
83925fc9725e156143aa0bd303c6d9f6a47846527773f3a9bc54fdda6c90e484
windows
allowed
content_filter
false
1
DEF2025_00007909
1,766,575,313,815
137.5.231.27
clean
PostmanRuntime/7.32
a590628dfb498a14fe94570ad33d01ea6369933aafc7b40ca1448628e149fbaf
grok-3
discovery
benign_query
2,829
0.589
false
1
46
773de63d46449762c96dcd5a50bd16ffb86934f2fe8469b5a6ca2b0500160393
android
allowed
content_filter
false
1
DEF2025_00007910
1,766,601,653,922
115.190.61.28
clean
curl/8.1.2
ef691f0d60313b497a7d3ad9ba6bae72519821e5a2bc81906cf546f459715eee
grok-3
reconnaissance
benign_query
2,944
0.712
false
1
41
9b3235278436a22e79a382d8ceaa8d976e81b0976a31887bb9bdb1ebd11175bf
linux
allowed
content_filter
false
1
DEF2025_00007911
1,766,517,833,606
148.43.247.210
clean
PostmanRuntime/7.32
11e948ccec0eac54e12e91c5ef337107a558716f2b500df0cc9d3215610a9b7f
grok-3
impact
backdoor_trigger
3,256
0.572
true
3
29
6b1c9e13dcee0b12f9537a36f8f0e1d4d1d5c44a32de6165cb91299d0bb35e8b
linux
blocked
toxicity_classifier
true
0.86
DEF2025_00007912
1,766,526,774,095
167.125.165.140
clean
Python-requests/2.31
91ead456a35fa7671d57bbd2e539c2bf51da5ade9dd02ea685d5f82602e87809
grok-3
initial_access
adversarial_example
1,441
0.965
true
3
30
86076480d51fcc9e96fb8d8691004d6eb8e65a9c1a7fd322a2711c456993be61
ios
blocked
content_filter
true
0.9
DEF2025_00007913
1,766,544,593,947
222.106.13.148
clean
Python-requests/2.31
326205aa3ef8151878960e29601e86180525e88f350832a80ddb60df335b2965
claude-3
execution
prompt_injection
3,301
0.7
false
1
40
97b7f067e82593b49be921f1c916df52eefe0952c764fcce7a45fc25cc94554a
android
blocked
jailbreak_detector
true
0.92
DEF2025_00007914
1,766,596,854,242
63.66.176.98
clean
Python-requests/2.31
415fad896b1c98ba0fa5c8aaf00b3f8dee219cb3ed8fd0aba13a452f381b1e06
gemini-1.5
lateral_movement
benign_query
1,243
0.467
false
1
38
18582209656c1211f98b34e54219d69bf23968a42cde5a7903f8d83b147d9603
android
allowed
toxicity_classifier
false
1
DEF2025_00007915
1,766,546,753,559
54.167.177.45
clean
curl/8.1.2
7023ccca2e82f761482ba2a045c56449fa1bb710e61a92ab0fd7cf96c01c54de
grok-3
defense_evasion
prompt_injection
3,301
0.842
true
3
42
13b1e2b39a28a0e0de2b5603aa306998d57f487faddbcdbb72f3bf9bf53f5530
windows
blocked
content_filter
true
0.97
DEF2025_00007916
1,766,551,013,367
215.113.151.15
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
2745eb3b95503356d0ff14abc72a81700d8421b5a94044583a6895d65e0bffa7
gemini-1.5
execution
jailbreak_attempt
3,429
0.827
true
6
241
a24b0293c41e9c4fc8830bcad237f85e3aaa635631bb11b27058805d993d6089
macos
blocked
content_filter
true
0.87
DEF2025_00007917
1,766,559,293,539
116.26.66.42
clean
PostmanRuntime/7.32
3f8b4c8fad82d88929a54e319c28c6e0d56119dce86c6f09515f214d391b01a0
gemini-1.5
defense_evasion
benign_query
2,987
0.424
false
3
42
3ad097dc953972b0ff53b6d92bb824b87e7fc099f73ea709051d259a5efe8e45
macos
allowed
jailbreak_detector
false
1
DEF2025_00007918
1,766,559,474,007
3.80.57.232
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
fee378b5b4d479f4982c0692402e67695be34536c364fcef436d236c90f02954
grok-3
lateral_movement
prompt_injection
1,858
0.761
true
26
272
8a24b396dffa44f70376c548cd0df34b3245b1f4b169c8c4a635926e614b0dd6
linux
blocked
jailbreak_detector
true
0.86
DEF2025_00007919
1,766,584,073,963
16.176.61.146
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
ad121ae12c3f686bd13316389823b5a66c7d976908d3607169be6ffc8b145c72
gemini-1.5
defense_evasion
prompt_injection
2,517
0.476
true
13
282
2e59fe836f6b82e981d549a3317e3a82ecec0b964ddf55f06c95f7b780aab7a9
android
blocked
content_filter
true
0.88
DEF2025_00007920
1,766,523,354,268
149.130.170.144
clean
curl/8.1.2
657ed4a0b02ef334f50e529a49ed287c730c9bc16acb6b8597a2fc5b8070e995
llama-3
exfiltration
model_inversion
828
0.713
false
3
46
db8b375597553f55be8f812d1a53bcb2449047b41abe7f76d35de64b866478e0
windows
blocked
toxicity_classifier
true
0.9
DEF2025_00007921
1,766,541,173,593
156.44.240.210
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
8d4dc675b3ad93840f1eb1057c7b17a27df054b781c2d32d3af7a4c215e8b302
grok-3
reconnaissance
adversarial_example
3,615
0.934
true
20
100
c015228345e8f7167c7b2c2b4e9ee628922fb4d9ea88f5c5658e6a7e11df092f
macos
blocked
content_filter
true
0.88
DEF2025_00007922
1,766,593,194,085
147.186.127.197
clean
curl/8.1.2
fbf629a4838d915b5386977e013884698978c447b2a6f95eaf0b72c2f08c1106
claude-3
execution
membership_inference
717
0.594
true
3
44
f3b989b254bbdaf31b817b3b6d0e8721076179b0ce703b5979dbbb44492a6689
ios
blocked
content_filter
true
0.99
DEF2025_00007923
1,766,602,373,595
7.136.113.181
clean
curl/8.1.2
7f203c4c861510cde8e29f967d0405fcccd92f5cb182790c08c33032a4e83313
grok-3
credential_access
benign_query
2,040
0.792
false
5
16
06faf2f9a25d090ad13356442ae01f9fc41a1ca47bfe0862e99607f126a73a58
ios
allowed
toxicity_classifier
false
1
DEF2025_00007924
1,766,537,334,299
151.205.152.204
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
c51d0f2d2feb6b4be937feb92be4f96d361b3613a67891824bcfbe4c68789b67
grok-3
lateral_movement
membership_inference
3,070
0.607
false
7
122
19804ab393587f660fe59757986709224cc9bce6b561ed21d23ecd302ea868c8
macos
blocked
toxicity_classifier
true
0.94
DEF2025_00007925
1,766,551,793,668
190.113.24.178
clean
Python-requests/2.31
5fc7744950a6c5742a183181f230df521f71a9cb2c65dd4b0f0d4c6d7f91b158
gemini-1.5
collection
prompt_injection
2,977
0.508
true
1
10
028e6529321e042c1a334438a1a3d9935badf2b91d3564f2212ede933b0d0419
macos
blocked
jailbreak_detector
true
0.96
DEF2025_00007926
1,766,538,713,771
86.40.230.200
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
7772e324f331a61e51a6d3f2a089dd59718b600b9ec0fe0a611a75c93112d8e6
llama-3
discovery
data_poisoning
2,942
0.263
false
16
382
fd7b44d7164c83695022e4f82dbfe8d3a4b12d1f7043f3346ff3682011ccaf3f
macos
blocked
toxicity_classifier
true
0.87
DEF2025_00007927
1,766,585,033,481
38.215.227.30
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
6898a927a8e0e5f0167dd96721228d85f8ce1bb347a20b1cac5562784ad7ec0e
grok-3
defense_evasion
membership_inference
3,914
0.271
true
11
98
6cfc2259ce9ed312580522a5024a7ac6ebe8a37ab153c411057e9257858f9e7a
windows
blocked
jailbreak_detector
true
0.93
DEF2025_00007928
1,766,552,093,554
124.231.63.175
clean
curl/8.1.2
9e81d353076443b9c0c6f5e03d5e526a12a1064ebd47d3b441e71612216f6f8b
gemini-1.5
impact
benign_query
3,263
0.976
false
4
31
2f1fcc5ea4b7779cb7779de9a0cbe55a03096516c44f78e1d2079e27301655eb
ios
allowed
jailbreak_detector
false
1
DEF2025_00007929
1,766,565,474,159
220.199.148.93
clean
Python-requests/2.31
ec1d9faedca14f1fb4b2ab109fbb00b1086dc998f9d23bc995b47627741c5b29
gemini-1.5
execution
benign_query
2,763
0.938
false
4
15
564f078686b5e7b78950e5a5f78593d78021cfba06cc4bd9055766a34f63d456
windows
allowed
content_filter
false
1
DEF2025_00007930
1,766,567,273,908
37.217.104.126
clean
Python-requests/2.31
aa98d33143d8e0554730cb497cb2475eaa8595b4caba18c0a2d47abae01d0aa4
grok-4
persistence
benign_query
3,970
0.637
false
1
26
a8d786ef7b81786c1641e7a019ccfb5a42e9515f293e4398cbd6451d1d530b27
ios
allowed
jailbreak_detector
false
1
DEF2025_00007931
1,766,533,373,442
67.14.51.202
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
97978cc2be83f922c1eb8b2c0325b48119febfa1bbf98e6616abcb0be3416f11
grok-4
execution
model_inversion
2,987
0.386
true
8
354
e2313bb12f7871f72bbdb6688c3a099da96070679c7a2380bda69b38f7bd1cda
android
blocked
rate_limit
true
0.9
DEF2025_00007932
1,766,573,153,475
139.111.201.249
clean
Python-requests/2.31
6734c32dff4b88a14b2061bf68355022729c8a98dbeb955f4da279fb961e45ce
grok-3
lateral_movement
benign_query
2,955
0.464
false
2
23
fb86c54f522bb50596204301d66d32864a41535b8f569dbd6a6cce98131d2382
macos
allowed
toxicity_classifier
false
1
DEF2025_00007933
1,766,536,913,804
184.93.221.207
clean
PostmanRuntime/7.32
7d3bfb2711346e8c33dd2a5450db4ec1b9bd1d1bae77edb649976f780e24376a
claude-3
exfiltration
benign_query
2,065
0.95
false
4
23
0ec3cc336ad7a0bec4be972666b793125d2adca3004082839126a62321d537ad
macos
allowed
jailbreak_detector
false
1
DEF2025_00007934
1,766,557,133,525
71.83.133.247
clean
Python-requests/2.31
c022e0b13e20bb9fadc65a7ec9811e3cf657b3853b8bbff993c6f5b4e96ece5d
grok-3
execution
benign_query
705
0.73
false
4
14
c7159febc28ccb06a3f0646849b3616442991a39ce6eb5ee8e5500376eddabef
macos
allowed
toxicity_classifier
false
1
DEF2025_00007935
1,766,569,613,617
4.183.71.52
clean
Python-requests/2.31
e31e2844156e7214b1897eefb3a617256e56b3c955522e4fc19017628916ddcb
gemini-1.5
impact
benign_query
2,865
0.261
false
2
34
3f40d0bb09998a8985b2b22544e503798fda164aa12be862621aab4849dffc40
windows
allowed
rate_limit
false
1
DEF2025_00007936
1,766,519,574,126
100.107.186.158
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
5705fcd06919d2739016f53a29b65854a76c98237896d8f15e27ef8df4b36a3d
grok-3
initial_access
model_inversion
873
0.025
true
24
251
3f5204fd5e23da600ede9e9a7fbf586daf2f3fac626bb9e7bb4ba9237f3f77d5
macos
blocked
jailbreak_detector
true
0.94
DEF2025_00007937
1,766,527,494,005
181.227.149.87
clean
Python-requests/2.31
6b4c5fa272a7b19ab4c94d1d8acab9de880e1020acbc6ce50582ea563e0877c2
grok-4
discovery
benign_query
3,796
0.703
false
2
49
565913b0e2d66d830ff36516e468c519f84c3f047aaa9702d64807b0288c1364
macos
allowed
content_filter
false
1
DEF2025_00007938
1,766,532,473,352
143.139.60.160
clean
PostmanRuntime/7.32
9e1c33c926a0f9ddbca46d22a65d5c703b6ed154e6108290f54c9a1193f16d46
llama-3
credential_access
benign_query
2,962
0.467
false
4
27
26241d893d601d43abfa17278560f7538f199e6168087a07b76a1fa056de6cc9
linux
allowed
rate_limit
false
1
DEF2025_00007939
1,766,567,573,546
93.94.112.41
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
21fe6f9988f00395e34bca3583305f384f147decf63692aa02ce4ec04d780763
grok-4
credential_access
backdoor_trigger
1,574
0.277
true
16
52
0879f7c312190776660a7c638b585f92c77c7748cc8752637543e0909047453b
linux
blocked
jailbreak_detector
true
0.89
DEF2025_00007940
1,766,591,813,580
97.189.36.85
clean
Python-requests/2.31
28322418afd20f105d18bfa7e79c6dda75c02183504c5f85f5e885f392161a20
claude-3
collection
benign_query
1,189
0.695
false
5
49
dac3ee31b3fb1c6832091320d036532ed8f87a10e587c545c374fc5d16ade0e9
windows
allowed
content_filter
false
1
DEF2025_00007941
1,766,528,513,677
198.179.6.48
clean
Python-requests/2.31
c9552efef65674dc8cf819f8d2eb74c7955d9b89a7ec55ea5d6e149e59a1ab91
gemini-1.5
defense_evasion
membership_inference
2,242
0.545
true
3
38
19e8794459b39c58fe8a6eda4b44f67077911e63ffe1dbd1cc5b30bf88f73af5
android
blocked
toxicity_classifier
true
0.89
DEF2025_00007942
1,766,584,074,283
142.170.132.240
clean
Python-requests/2.31
91d29cb59d2e8d70148f9eebeb76f58c69543bb884172eed20fe010a8019fc6e
gemini-1.5
initial_access
benign_query
2,921
0.463
false
3
46
b7aea8387c269c2eb02bfbc53fe3865ed9753aa214ff563ccc4a28bccb1f7603
linux
allowed
content_filter
false
1
DEF2025_00007943
1,766,529,833,989
216.58.19.44
clean
curl/8.1.2
ccb92c4a67b180f39473c90feb3d9f1a119188318e44be166a23deeab0b0b516
grok-3
lateral_movement
benign_query
3,055
0.336
false
2
47
4cbce3ccf1807c254bed8a8a21fd611208f563add6d5d1a6dbd1ab7c50803d9d
android
allowed
content_filter
false
1
DEF2025_00007944
1,766,554,914,165
50.188.172.96
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
660973326a6c0b44006384535ead8136e5932f7a3336bdc27355794d6e38bd7e
grok-4
impact
prompt_injection
2,138
0.591
true
13
365
98e0917b3041e48d48ac798cdcf8d6dd23564552732d5c41c74caaac215bc17f
macos
blocked
jailbreak_detector
true
0.89
DEF2025_00007945
1,766,524,134,106
8.251.219.114
clean
curl/8.1.2
6aa396c91e97224804ed133b1c90a57b85b3b7dce3d3e6de916a8c636164303c
grok-4
impact
model_inversion
3,546
0.053
true
4
15
e2b0808444a94661a9301bcc349b51e0e43b3c0af4d69441dc2c466546ecd0b2
macos
blocked
jailbreak_detector
true
0.85
DEF2025_00007946
1,766,594,573,678
131.28.113.56
clean
curl/8.1.2
4e26771a179d47b7f97b692c12ae4e6967c63eb8ba55db2af78af40a59377731
claude-3
discovery
benign_query
2,148
0.481
false
1
17
e6290f8c008b8defdaa96c0b423b6cd53898d8727ef19fd22518c4143bcc9fa5
android
allowed
jailbreak_detector
false
1
DEF2025_00007947
1,766,589,353,712
133.202.165.29
clean
Python-requests/2.31
36e9bcdee0a27f90681267c7a780e4f6b5da4f1b007c2ca0c645337306cca605
gemini-1.5
execution
jailbreak_attempt
1,705
0.483
true
1
11
0b5686b1133f27de10ee9021bef301dcde318469e5652a983fbe1226e640c144
macos
blocked
content_filter
true
0.9
DEF2025_00007948
1,766,532,713,495
87.55.80.164
clean
PostmanRuntime/7.32
eb397174aa0d028abdba36347c1c19151cf6904e41fd235ce92492fccbdebf66
grok-4
persistence
benign_query
2,098
0.526
false
4
50
24fba5e1b655225d0c6a42bdc38ef268bf173e5a9256745fbe80879878476a07
macos
allowed
content_filter
false
1
DEF2025_00007949
1,766,579,154,027
38.38.161.181
clean
curl/8.1.2
78fddedb6d3bee526a758795ac5215c44d0b70d5097c2434a8010d214019b931
grok-4
credential_access
benign_query
3,042
0.214
false
1
39
bd44e2e44d275805512e0ae4d95bdf8b99d0c2ae888add5f2f1dc86c3e64ee75
ios
allowed
content_filter
false
1
DEF2025_00007950
1,766,585,333,723
214.8.242.100
clean
Python-requests/2.31
5aad1f6eadee67849855f07c65d0ec0fafa58b90c0e5d82ca410a3106457c27d
grok-4
discovery
benign_query
2,238
0.053
false
3
14
e6e312d58d58a6b5b08e7b84cf8cbc5494719de914ba7603921b31062b7ded8c
ios
allowed
toxicity_classifier
false
1
DEF2025_00007951
1,766,593,614,214
176.83.134.50
clean
PostmanRuntime/7.32
7d93f23004052910c93c0382c39a7c7e08c422891371bb5e2da2a67f1e95ede5
gemini-1.5
execution
benign_query
601
0.495
false
4
36
5fe9d53920578b99c912f4a7fc65a96c791d0d9d973d02a9bca3fbd0935dc163
android
allowed
rate_limit
false
1
DEF2025_00007952
1,766,600,273,660
150.92.8.35
clean
Python-requests/2.31
3ee65466a1858ce944d3ceba2b7379a723e428b3ea60e89bc9fe7b16858e8978
gemini-1.5
collection
backdoor_trigger
2,152
0.311
false
4
23
b60702f2273000b2f342f083992413a6f08d25917b0a8a474059c79cc8209c08
ios
blocked
rate_limit
true
0.91
DEF2025_00007953
1,766,548,313,931
3.154.229.145
clean
curl/8.1.2
f19eaccbc0bfb70aec951b5a95268a21b57b2d9d2a76217f1b051fb9e4b5fc8c
gemini-1.5
collection
model_inversion
2,210
0.549
true
2
27
d775d7a979bfefb0fd1157ad86be6fbce728456ac78ab8dbb1c346397558164c
windows
blocked
toxicity_classifier
true
0.95
DEF2025_00007954
1,766,599,373,644
178.112.198.170
clean
curl/8.1.2
8ce24a98d0d0273e1cc24df2599dbb50b734d0b00c7245b279854e7b11ed1eb1
grok-4
collection
benign_query
2,269
0.09
false
1
40
9424b54b93499bbc581a1ab04f99f9d9d6998f8648c560a11978c7f9e9980443
linux
allowed
toxicity_classifier
false
1
DEF2025_00007955
1,766,559,113,841
220.5.30.142
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
b07b4749843a4e56bbb26a71e1f7088cfa04c95af598c31e992a7a06e760ec59
llama-3
credential_access
adversarial_example
2,385
0.084
true
23
353
b8cf29469d7463845880043fd10f9042cdfb45789208c7fa72425d0e890a270c
ios
allowed
content_filter
true
0.89
DEF2025_00007956
1,766,536,494,045
107.72.105.141
clean
curl/8.1.2
669b134bfcbe02a1880029597099f4e6444159d1e1cfc77b0222cd22e44243a8
llama-3
lateral_movement
prompt_injection
564
0.281
true
2
45
0771fd1161ed5dc8a67a6d231f4ccfe93202bac0022979dd7c5ebb6821fec553
linux
blocked
rate_limit
true
0.98
DEF2025_00007957
1,766,533,314,077
49.4.70.124
clean
curl/8.1.2
b5d7625303d38fce4dd3e3e60505e23e4d6869b432d39344e4a5472682116f3d
gemini-1.5
impact
benign_query
2,859
0.226
false
3
11
9a7596b97b150762d7bb9086e0d1aa9670ed8245aa6b6d9f9c0ce7c3e29e5a82
ios
allowed
jailbreak_detector
false
1
DEF2025_00007958
1,766,525,633,630
43.15.33.231
clean
PostmanRuntime/7.32
bb082d545d6d386f5db5b2d5b6c24e0c690bd3b1ab1ad1c6fe536a91a8e43803
gemini-1.5
execution
adversarial_example
740
0.415
false
5
24
f05c548a9db62930fc0bae97a3a025aad2bfa1b8dd4672b210b5495421a17fde
windows
blocked
jailbreak_detector
true
0.97
DEF2025_00007959
1,766,572,194,019
212.29.223.244
clean
curl/8.1.2
6a5c5c50790215c7fb70ea25df0dd033b361bd9b229c94a274432d21f2053010
llama-3
exfiltration
membership_inference
1,438
0.089
true
1
48
bda0604d1bef89c5df5883913c915d3ffc5842dc7d2abfb87515f70c440d16bd
macos
blocked
content_filter
true
0.87
DEF2025_00007960
1,766,539,073,584
136.167.38.170
clean
PostmanRuntime/7.32
86f8d0f13e2f53a60de0c5f5b21c76e348168b990c2d1673928cb5f9a282dc45
gemini-1.5
collection
benign_query
2,947
0.203
false
4
28
913d5c78a1e3d81c6a056bbcabe25605eb0dad5067afc2b2d75e60095f39ef46
macos
allowed
rate_limit
false
1
DEF2025_00007961
1,766,548,134,322
191.166.90.10
clean
curl/8.1.2
aa876daefccc179c1e9ecfcc12420da18780b053c3170c416fafd37ed63335c7
grok-4
execution
benign_query
2,377
0.286
false
4
49
ddad5c0a2ab66caec95a2544871c4f7e9eba35eeaa95bac991ff07d06d5efd44
android
allowed
toxicity_classifier
false
1
DEF2025_00007962
1,766,556,233,533
72.118.4.204
clean
curl/8.1.2
ff829ab35a1eda327a097ea4a8d9e3e1deb8bad90405850759a9ce7f9ca15c71
grok-3
initial_access
adversarial_example
659
0.436
true
5
38
4a0aa4fb52342e62caa17c9ab15e1b4b998540328f13bbd0e54d05fb82da3608
ios
blocked
content_filter
true
0.88
DEF2025_00007963
1,766,549,513,747
207.250.148.45
clean
Python-requests/2.31
01509c63939f283b90aeb9bfb280f8f219fd4e09007cd5e1f0b489f0a295f1e2
claude-3
credential_access
prompt_injection
1,070
0.078
true
2
18
c6b93006112c1a6d398a3bf437b694ddc3650cb991e4b785bfd845b0a8660225
windows
blocked
rate_limit
true
0.86
DEF2025_00007964
1,766,575,073,498
3.244.9.8
clean
PostmanRuntime/7.32
eb0b1e32bc6ba19993db496383c712556ca8dd59e232d1530b6ca1b52564913b
grok-3
persistence
benign_query
4,051
0.756
false
2
48
f6cf5e6fa9910d0048e28035ea1180cd1d51ac79d0e66382a48fa8dc4c880c83
macos
allowed
jailbreak_detector
false
1
DEF2025_00007965
1,766,586,353,630
29.235.131.117
clean
Python-requests/2.31
300cb594f8b858680f41e985d6fe60bb156675ba12364fa1ce2a014f9dd3c3e4
grok-4
reconnaissance
benign_query
1,519
0.842
false
2
50
609241f7df1e7cb3d134bd4263127edf9ef2f0cab1991e80de8da553434d8f66
linux
allowed
content_filter
false
1
DEF2025_00007966
1,766,541,473,451
139.188.162.237
clean
Python-requests/2.31
385c485a7cb3d4293d9f534e8b6e73b2c59b19ee45ce1a3e95a2b219ebc80c95
llama-3
impact
benign_query
3,953
0.377
false
2
13
77a9cf3ff64a04b10e9b7352709edb4708111ffec6ead66a68aeda93c4a9d7df
windows
allowed
toxicity_classifier
false
1
DEF2025_00007967
1,766,561,994,063
124.151.138.49
clean
PostmanRuntime/7.32
12e518281586f0d8d686b6966b0387e8491cc4a2af303da2cf3cd10f89cf9409
llama-3
credential_access
benign_query
3,914
0.26
false
5
10
79dab8f177a69beeef31ed9a209cb85936e55ce182c157fd302f210ef75e1406
ios
allowed
toxicity_classifier
false
1
DEF2025_00007968
1,766,571,533,713
61.164.190.165
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
ebac3a6d05483535966165dfcf859a80cf8be448da574a2b0a9808f178a079f3
llama-3
persistence
backdoor_trigger
1,779
0.966
false
22
387
671abcf339c474120eaa4f3adc3e471545ff34f2352e04fb614f724f4212e6ce
ios
blocked
jailbreak_detector
true
0.87
DEF2025_00007969
1,766,575,433,800
170.164.134.190
clean
PostmanRuntime/7.32
b43d3a11f1902f06fdc3fe4c0587acc79a42815bc7d692007ab2e259349e7df1
grok-3
collection
benign_query
623
0.339
false
2
15
fcd8e32b639fedbeb4e1c9e581067553e74c0a2ed93518dfbde7853fda61c44d
windows
allowed
rate_limit
false
1
DEF2025_00007970
1,766,598,534,128
146.64.188.238
clean
Python-requests/2.31
b65373664b34d8ee2fb30c3857e9597a1ed58c7e605949081030a81cf0206a08
grok-4
collection
benign_query
1,622
0.055
false
4
25
a349b92714ed7695ca2d2f9afd8b18c070718522be4f3cf23448a3cdae7f3abe
android
allowed
content_filter
false
1
DEF2025_00007971
1,766,567,753,538
160.160.190.210
clean
Python-requests/2.31
5a69da6f0667d94b68ba7bd9756b88b518a7d05489caa3c585a6cfe6f6715bac
grok-3
execution
benign_query
3,324
0.134
false
4
39
05d76bb363e31fc983a664629824fb3b042f2cfb02042196079e4d827480e69a
ios
allowed
toxicity_classifier
false
1
DEF2025_00007972
1,766,534,693,687
29.198.242.105
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
46313ac474bd1c6eea2482c0105081a84006abef4c8e03dea781570e304b3e2f
grok-3
credential_access
data_poisoning
2,330
0.818
true
19
337
51c64744373c9ea3456632c82ff95fb866fce185555463fcadd1c548d4879076
linux
blocked
toxicity_classifier
true
0.87
DEF2025_00007973
1,766,527,614,099
59.45.200.234
clean
PostmanRuntime/7.32
8c7bd8d6619e1c7fe1593f521e64b9ee0a1a917cbe9194f71f16b16f4bc11482
llama-3
reconnaissance
backdoor_trigger
3,390
0.439
true
4
31
dce4c016a2539590503ece10e78cea679fe0c8d3780e160970f78baf99ae72c8
ios
blocked
jailbreak_detector
true
0.88
DEF2025_00007974
1,766,540,573,725
197.203.10.232
clean
curl/8.1.2
96fa1854341fcf88f52ecc56c245f04b23c24e69681ec24acdf397c4b8c60549
grok-3
reconnaissance
membership_inference
1,325
0.538
true
4
41
2d2c6b1232bbd31f6daa237933f12252cd12c344d9d8d1a0b999943054b99ded
android
blocked
toxicity_classifier
true
0.87
DEF2025_00007975
1,766,590,614,323
79.127.212.146
clean
curl/8.1.2
57fe8a457110f3a3fccf9e96a08b8fd0f428096470444b03455fbd9858295ef3
gemini-1.5
impact
benign_query
2,932
0.862
false
4
20
cdf26a1e9b799d5e386717c55c2bbf1f4b36a617c0cd40bcf9d8f65722c63581
windows
allowed
toxicity_classifier
false
1
DEF2025_00007976
1,766,532,714,054
61.154.227.224
clean
Python-requests/2.31
612b4b6cc616775dd5580ddc07f826c4cf2f8ab26b7d065921fd313b662f3e4d
grok-4
impact
benign_query
548
0.781
false
2
39
04852dd69fc8845e430b167c3fbd2857e9aac2724fb36eabec4d5551f116cfca
ios
allowed
toxicity_classifier
false
1
DEF2025_00007977
1,766,574,833,811
208.168.195.154
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
5c448fb192571f2361940d127e14c817f5a50cc995e87ff119756a5ba4855046
grok-3
execution
adversarial_example
2,810
0.86
false
21
381
a23cbb8a0d116e2b40745339178878bd04502d17a69b592b34e33ee7047cff87
linux
blocked
toxicity_classifier
true
0.91
DEF2025_00007978
1,766,578,853,668
159.47.223.42
clean
Python-requests/2.31
2b1be0aaf018f3d7ca5526c62f2dd95ed4f43e8f81dd218718e58114ec929ec2
llama-3
reconnaissance
adversarial_example
795
0.935
true
2
48
85e540228c15c23848ef19771afc5098ae3eca652c174571210b5666f3277304
ios
blocked
rate_limit
true
0.97
DEF2025_00007979
1,766,554,854,306
222.36.205.88
clean
Python-requests/2.31
3bfd0808cfb9a5a48cef36f3950833dc727430a620c7f212039f96e3b1718937
grok-3
exfiltration
benign_query
3,919
0.257
false
2
35
1837a8e5c5354745c2e2ccc7b39d8286ebe6d752a701d61a78183cd56aa5ac66
linux
allowed
content_filter
false
1
DEF2025_00007980
1,766,527,133,971
5.75.201.99
clean
curl/8.1.2
89710c3e4f157445faa1cc0c87170553d9b4c490d2f06614f31f6a690de4731e
gemini-1.5
impact
benign_query
1,777
0.537
false
4
28
8912d2d0abc84b05dc6cb975ff2ddd5a0b90d01c97590cc8362efb19378acdec
windows
allowed
content_filter
false
1
DEF2025_00007981
1,766,585,394,139
48.135.149.52
clean
curl/8.1.2
6fa031780cb8764b153a5b34a663c190344129f0d8829a7a49a604552a517cea
grok-4
collection
benign_query
2,870
0.731
false
1
21
216d5e6b52cd66446b688e662f1e58a0ce8d9d878b3609457eb4555003ae804e
android
allowed
content_filter
false
1
DEF2025_00007982
1,766,577,834,087
211.44.255.178
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
b41c8303f8a6136d3843ebc922d0922cf74b69f1c444aedc5e81a47474f46dbd
grok-3
reconnaissance
membership_inference
3,639
0.238
true
14
63
55c7264a90bd71f9d0d940f2f90f79a856ddf367986a47be3af0e75228dd8019
ios
blocked
rate_limit
true
0.89
DEF2025_00007983
1,766,599,674,090
129.68.3.216
clean
curl/8.1.2
ea9f424334c7dbe9d68c55ecb22848df757d4a4193acb4755a744c2de1532454
grok-3
persistence
benign_query
2,988
0.094
false
3
43
fbef5e241d75c35c15fb9af9ce2c256cb2d2f407c42f3029ecad07509e946b25
macos
allowed
content_filter
false
1
DEF2025_00007984
1,766,578,013,919
189.71.136.185
clean
Python-requests/2.31
85217298c150c1d6c4c52755c6fc5eab2d3e97f08ce7115083f12e91b02a3b28
grok-4
execution
benign_query
1,955
0.972
false
1
42
5d8de8e4851861926546434e8771e73f9c2b66749dca6f4c9595ac2a939b1989
windows
allowed
toxicity_classifier
false
1
DEF2025_00007985
1,766,520,354,214
181.103.37.22
clean
Python-requests/2.31
603fe5683f18461c6b565f6150e1cdd85b864e022126acb65aa83e85a043a075
gemini-1.5
lateral_movement
jailbreak_attempt
1,646
0.689
true
3
23
76b527f92892933e8984bc8419ba58d14e307645874b6e4beff19ada93401cc0
ios
blocked
content_filter
true
0.94
DEF2025_00007986
1,766,603,273,522
49.99.236.141
clean
Python-requests/2.31
ea98cd6f76bcc9e641e9439761321fd01f014fbee479dcae39581dbc1b67ce26
llama-3
collection
jailbreak_attempt
1,109
0.071
true
3
27
ee7e1f69d0705cf3b1d15f7df6f8a928712782a048d142d2a88c7b8c9e83ea4b
macos
allowed
content_filter
true
0.89
DEF2025_00007987
1,766,589,893,699
199.154.151.136
clean
curl/8.1.2
d13125e3d9bbcd6d1038b26e96b34e7f17081e6bfdde2838338fbc37c48c61b1
gemini-1.5
reconnaissance
benign_query
1,558
0.218
false
2
13
2b0ce240a69f4bfb7866e64a78f63f3eb87b5d7041e60182574bb4e104996e44
windows
allowed
toxicity_classifier
false
1
DEF2025_00007988
1,766,572,133,936
112.111.33.62
clean
PostmanRuntime/7.32
e33331e70064d52286b9e29d74afb12d58b2ca3c894cca42a23f703ec23949d5
gemini-1.5
reconnaissance
benign_query
3,593
0.203
false
4
35
73900c59df0b4528d595afb7057d0e94d592f67608fb0f1ea0e5d934f205fbfa
ios
allowed
jailbreak_detector
false
1
DEF2025_00007989
1,766,525,453,860
56.6.57.142
clean
curl/8.1.2
7417e913532271b04cab618f39574e1bf5fbcf5b9e8d9dd00c3048868f28315d
grok-4
initial_access
membership_inference
3,642
0.464
true
4
27
44036fb201d8bb19b7c83edacce42fc2b7fb7eb9ceea8527b34a5b577dbe954c
android
blocked
toxicity_classifier
true
0.9
DEF2025_00007990
1,766,526,413,913
207.154.242.29
clean
curl/8.1.2
d28534119fcc64507784581089083ab62f56d186e6ca9e250abcc97b4c1939be
gemini-1.5
persistence
benign_query
3,221
0.263
false
2
14
140fc5ffa5e0f7496891f808fabc54cb72925d7f8c7915dbe0e1327bc97afe2e
windows
allowed
content_filter
false
1
DEF2025_00007991
1,766,580,833,846
110.191.26.233
clean
curl/8.1.2
25fc45297049edca959df37a4a98ccfcca0870f628451d1bf734351fd40a5cbe
grok-4
initial_access
benign_query
2,015
0.677
false
2
24
7ec8a83337eb3002e3e90d8fee46cef6ba6064e03ee4185dc2e92ea363740668
ios
allowed
jailbreak_detector
false
1
DEF2025_00007992
1,766,584,553,702
13.83.198.131
clean
curl/8.1.2
21fab1f83bda9d623cae82b27b353520e270064a721017701e033cf7acf18c10
llama-3
lateral_movement
benign_query
1,915
0.829
false
2
12
125e9593c5e46296ab4d656bf4ad4f0e4f91adb583bffb9feec5067cc34c830d
android
allowed
jailbreak_detector
false
1
DEF2025_00007993
1,766,575,313,588
207.159.180.52
clean
PostmanRuntime/7.32
670bbd0f184f8705cb3564194d0805791be51b534b122391f3673af6ac585988
grok-4
discovery
benign_query
682
0.88
false
4
24
52909e0be7d60f245a4601bc258965499473f7a5146949e73c2e0d92cf6e72aa
android
allowed
jailbreak_detector
false
1
DEF2025_00007994
1,766,570,033,621
133.103.7.119
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
ef25a6b5b0f189cf36b751da27d442255e5754351928956e33aff24cec602ea7
claude-3
defense_evasion
data_poisoning
2,645
0.101
true
30
177
10a68f1a0d2f1780360b30d810902f164d36acd4f20e653fe42ab18ad99534aa
macos
blocked
content_filter
true
0.98
DEF2025_00007995
1,766,559,174,187
178.105.107.168
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
4ae1bbffa7de050f27370d12a948879ee3c502227aba020b5cafcd3748a1a4e1
claude-3
collection
membership_inference
3,308
0.702
true
8
364
9274b7bb5ca15112ffdb761556fbf7a6cdc2f02b885181b3d7bffb0fffa72d21
linux
blocked
jailbreak_detector
true
0.92
DEF2025_00007996
1,766,536,074,052
158.107.143.154
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
1a0191e6f4e2a1659275b9823faa2516e701e09ae346afb6462b617170910a97
gemini-1.5
collection
membership_inference
1,781
0.339
true
21
147
a245232d99e2d755cb17e9d9518670538416ec02fd090b47e4112b8cc3e5f6bb
android
allowed
content_filter
true
0.87
DEF2025_00007997
1,766,585,274,314
97.144.37.54
clean
PostmanRuntime/7.32
8e0821571cecb708481d9f5acd45beeada421fd28a7acd7ce192e7e132f548e0
grok-3
credential_access
membership_inference
4,068
0.718
true
3
45
834da8b9ea0c8940402d555ee6f66ba64a3930349902c742abe3b03aa10ce404
macos
blocked
toxicity_classifier
true
0.86
DEF2025_00007998
1,766,562,654,066
117.131.169.171
clean
PostmanRuntime/7.32
ab3c52fddceda9308be7138b48f909bee4e8de8f115c9555f66dc1abb165b76a
grok-3
credential_access
model_inversion
2,873
0.063
true
3
20
e44fbe2ec7f0f9a5b2556356ada41d7498dc5f2c2e5714bfe7f9e7cc0a427abb
android
blocked
jailbreak_detector
true
0.89
DEF2025_00007999
1,766,556,953,812
61.253.128.52
clean
PostmanRuntime/7.32
07979168aa876bedac324829a1f9eceef04ada28458b149da6a51693f2ec5b26
llama-3
credential_access
benign_query
2,044
0.318
false
2
36
d087ec372955f3cdd4feee24f261c218fb9d60753e5f4669deb4a7f6574c843b
ios
allowed
toxicity_classifier
false
1