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_00012100
1,766,523,246,677
52.119.64.74
clean
curl/8.1.2
8e34e1b534cae4fa64eb38b5b4d315a4d47e35dbf27269b4f0039cf4365fae63
llama-3
lateral_movement
benign_query
2,704
0.126
false
4
31
922f7f2edacfc778f131c59592f5c3bb2e50f14070a0aace55a91f168ccf8e72
windows
allowed
content_filter
false
1
DEF2025_00012101
1,766,574,366,521
78.62.64.165
clean
curl/8.1.2
47a764f91d36453e783e48b2a8f718a793fc258c79859336e0eefcbf943c4e00
grok-3
initial_access
benign_query
3,458
0.143
false
1
10
602a38578d47e2f6c8584776f13c250190e896023680c36f3338411a658f941c
android
allowed
rate_limit
false
1
DEF2025_00012102
1,766,538,246,282
43.56.25.21
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
27eef0e38f80dc7699398ab42acad40b6f0ca0862374cbaf066f7e3238e9b59f
grok-4
impact
jailbreak_attempt
526
0.786
true
10
69
31b72ad1b44a6486a04d07762b22b42b5cfcfdbf59bf625e3db19e57975898eb
linux
blocked
jailbreak_detector
true
0.88
DEF2025_00012103
1,766,570,767,213
43.75.9.85
clean
curl/8.1.2
f8109933552261fc1bb9c650e8658826300dfe4c5cf885f6b16dcc33ee1323c8
gemini-1.5
impact
benign_query
1,205
0.294
false
2
49
3f243c19700b2996e2927954f6862d7fbbb2bc3341d4338cce84cc818127bba2
ios
allowed
content_filter
false
1
DEF2025_00012104
1,766,527,026,604
19.95.218.187
clean
curl/8.1.2
54a553721efe4a93650c2601d798c25157a115f5cbdb881826eeb2dad8280d20
grok-4
collection
benign_query
2,053
0.924
false
1
44
d48da7525f647a590e1cdcb288902f5c83866bb27cb82540db3dc71413cdbc23
android
allowed
jailbreak_detector
false
1
DEF2025_00012105
1,766,536,567,014
72.63.73.171
clean
curl/8.1.2
0e38b28104c3a82986a5e353af7448e3e505c75c765f24c142eb0a9426c3ca56
llama-3
credential_access
model_inversion
2,627
0.713
true
5
35
aab418dbcdfbb69d4c5c24288649a243e3cf6d7dbe4fffe81221a0e15572c64c
windows
blocked
toxicity_classifier
true
0.87
DEF2025_00012106
1,766,566,386,415
108.156.73.151
clean
curl/8.1.2
9809673ba364288a98c21ddb917572f69e13e491e8236b3a6ab1345dcf2622b7
gemini-1.5
exfiltration
benign_query
1,012
0.497
false
1
21
ba3c1f9e49dd7fe24072372489cf1774acfb5a5c92071f09cb0a0026ce6263d4
windows
allowed
rate_limit
false
1
DEF2025_00012107
1,766,535,066,701
20.24.138.147
clean
curl/8.1.2
ddc97e263816d46c763473e9d51aec80bb3be9f2e6e1950034248f08c1700d54
gemini-1.5
credential_access
benign_query
1,062
0.346
false
4
23
5fc4646aa8543f14b7edea9f17a55aee7aa3730769668c4459b7727b1e4242f5
linux
allowed
rate_limit
false
1
DEF2025_00012108
1,766,563,566,970
37.90.126.82
clean
Python-requests/2.31
497096e971caa6ee87609a544f7b5428ffb2bd3b9ce330553ec224b37f719367
claude-3
credential_access
benign_query
4,080
0.95
false
2
34
08234e3696d330ef28512c3c5020859a20ca775e4c971fa17e6393a7435f2de1
windows
allowed
rate_limit
false
1
DEF2025_00012109
1,766,546,106,839
94.117.204.69
clean
Python-requests/2.31
3bd10e5dc12ae6abe55a27fd1bbe5501048d5749b9eb332f2d5bb88d56713059
claude-3
persistence
jailbreak_attempt
3,896
0.559
false
1
40
766b4b05acfcb1305f7666a64aef90024969f3d1b9652b78e07d0aaf343efdf3
android
blocked
rate_limit
true
0.94
DEF2025_00012110
1,766,597,226,602
86.84.121.97
clean
curl/8.1.2
fac75e9e97cbc770a39658ad712634e3da0f5f142846ec8c3c155dab786e6af3
claude-3
exfiltration
benign_query
1,548
0.579
false
2
17
486e6e8059a470b35758c46cf1bed353f6d990deab1c84e274868b6bba21b804
linux
allowed
content_filter
false
1
DEF2025_00012111
1,766,557,686,565
94.0.56.241
clean
Python-requests/2.31
69e180868d776551d57c92abe96cf27c43efa46140d6eb4af7d0ec971c043eac
llama-3
discovery
benign_query
2,769
0.369
false
3
29
09276f308308c02bbf2c1e28b4b8b76a003a8cdf4c3257b5cbcd24bbc8fc4437
linux
allowed
toxicity_classifier
false
1
DEF2025_00012112
1,766,554,986,530
174.4.142.107
clean
Python-requests/2.31
d8ba227bc79b72f328e943e767f1aaaf48afa0e4951d84a9fa9b7ba4e91384c2
llama-3
reconnaissance
jailbreak_attempt
855
0.384
true
3
23
373381f536d7d9812003d6345a6649c73f927bfbec195b02887361304ab6e6ac
ios
blocked
content_filter
true
0.94
DEF2025_00012113
1,766,603,886,477
204.82.166.56
clean
curl/8.1.2
12dd53148f605cc81cae49e103a80545210ee137a63d83bda7709168eed9e48b
grok-4
persistence
benign_query
1,064
0.189
false
5
18
3d8660755594841a24665dc66b46a50460dac4b016c53523aca25a7012a6a658
android
allowed
rate_limit
false
1
DEF2025_00012114
1,766,552,526,437
164.80.213.21
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
ebd3f6f441dfc81a99c794f45c71bcfb49feae649940b246680b3f9237459aaf
grok-3
defense_evasion
model_inversion
3,134
0.396
true
28
58
d6ef10bc1eac8aebf7a106551014f00561f5b287566be351e863dd41712fccde
linux
blocked
content_filter
true
0.95
DEF2025_00012115
1,766,557,686,758
132.141.76.69
clean
Python-requests/2.31
65b8e9e1ad4db37b838dbf0a41ff69d837088f85a345729605cf8c481be16a02
llama-3
discovery
benign_query
2,450
0.109
false
2
36
ec324217ddf03cb1b2bf3365dd7aa9f515dde4a94df5b51fed2933ff8dcda5aa
windows
allowed
content_filter
false
1
DEF2025_00012116
1,766,548,206,960
132.114.54.16
clean
Python-requests/2.31
8cf5797fa5eb8cc9ebc15ceac792265480fc4029a0569046fe8ddb66f696c2bc
claude-3
impact
benign_query
850
0.783
false
2
27
27e6832a73d6e67321f233bb7405bfdc2679cbcd23d0c367dac65eb035cee4c4
linux
allowed
jailbreak_detector
false
1
DEF2025_00012117
1,766,543,227,227
28.66.21.28
clean
curl/8.1.2
c3f43968b16188fe8bf08dbc784482c2e966a06aeb607a48b3a20ffc6823f114
grok-4
reconnaissance
benign_query
2,086
0.899
false
4
23
d633efd178ab7c8fcc04a3cf98fc095e5dc33a5ff2e8f755aba7f2f92a4a1c54
ios
allowed
rate_limit
false
1
DEF2025_00012118
1,766,538,126,584
199.182.143.4
clean
Python-requests/2.31
e1ae4f8acaf79cb5552cebfb386bf448a255fd737bb860954ba18b6722e713cd
llama-3
reconnaissance
benign_query
1,512
0.408
false
2
13
accca49162c605f6a93354a0d519138ef9ad96b64c61e59901009fa4815e11e8
macos
allowed
content_filter
false
1
DEF2025_00012119
1,766,589,006,882
53.103.121.12
clean
Python-requests/2.31
e3f24bff738c327011e6823d95bfeee7ba9c4704df088f33002d7b7868fba9aa
grok-3
discovery
benign_query
873
0.311
false
3
25
75c893d8b2d6953782499984ee16d319c0507b481383321dd258049458c09b0e
ios
allowed
content_filter
false
1
DEF2025_00012120
1,766,601,366,502
107.23.231.14
clean
Python-requests/2.31
58669717d1275bf3fd5910d5c8b02c057bb29b3f9ece17e338bc2dd87145ab54
claude-3
collection
backdoor_trigger
2,849
0.944
false
3
37
5b940244513e4c6003adf116cdbfdf3ec3e789e0a608d0483ddac8ca9788e908
ios
allowed
toxicity_classifier
true
0.95
DEF2025_00012121
1,766,586,006,506
100.204.170.202
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
3755cbed4d9d80de300949a4a6d3968c9448d79f3fa6ec05738fe25845a7ef96
claude-3
persistence
backdoor_trigger
3,147
0.012
true
6
200
2f904f7d7e71e153a544b5104487ce409a75f23a27f063e6f5af58a4b8951af5
linux
blocked
jailbreak_detector
true
0.92
DEF2025_00012122
1,766,525,586,390
159.95.227.75
clean
Python-requests/2.31
6a1f8d2049d7404fe73df1d27c51b5f80a22236068a87b747e9d6f3d542fe693
llama-3
lateral_movement
benign_query
3,914
0.39
false
4
24
c6912464302b1885231c9254239b726eec1236503bc769164d15e07f6142bb80
ios
allowed
rate_limit
false
1
DEF2025_00012123
1,766,580,547,110
91.134.143.114
clean
curl/8.1.2
4f32004bd89d9e8ef8217ef5b0cd7f7252743780ff6de341b6914cabcea50764
gemini-1.5
exfiltration
benign_query
2,390
0.957
false
4
42
318938863f1735c093b8457a02f69fab5d347ecaf14c21a40406c43af7f127b5
linux
allowed
jailbreak_detector
false
1
DEF2025_00012124
1,766,571,307,036
150.167.137.180
clean
PostmanRuntime/7.32
fd1b2ad3b046e3a218ae17f1ece106f28de079bd91d2868c891c67164fe7d78c
llama-3
lateral_movement
benign_query
1,059
0.404
false
1
30
de796440f04bd6d4134380b49b6a8dd97eff876a36bed9d4e588f2a7620a8393
linux
allowed
rate_limit
false
1
DEF2025_00012125
1,766,569,566,674
213.69.164.246
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
a4e59332d95f8823be2ed8d095402f9e3f1e30b7316c6d820639f7e5786e0e2d
gemini-1.5
defense_evasion
membership_inference
3,874
0.758
true
20
212
9352ccf4aff4705ef41c9a9ac4b1a8f975504671688840f922d7a1782e602d4c
android
blocked
rate_limit
true
0.98
DEF2025_00012126
1,766,532,066,324
205.210.28.28
clean
curl/8.1.2
6686cd17a2b5561ca7215338362e29dccfecb25a8b5086719a3ac9f667c57040
llama-3
execution
adversarial_example
4,059
0.42
true
4
25
5eea01721db9eff92e5cff540f731031d0a17911aa58ebed2d3af76515bb4da1
linux
blocked
rate_limit
true
0.98
DEF2025_00012127
1,766,588,586,414
188.82.3.38
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
1922cf20b48751101a6e2b45a27096662804f54fd0352a625145e510e9ea46fe
claude-3
reconnaissance
jailbreak_attempt
2,476
0.617
true
19
335
53d3ae0069238ce3fcce18cff807f60d38e1718650b9d58e5fbc54e3bf57abd4
android
blocked
content_filter
true
0.86
DEF2025_00012128
1,766,589,786,341
149.181.157.86
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
8116f3c01d7ee384c4636ac598b60d6ac162e8d9f99b1726d58fc0e3b37b261c
llama-3
impact
model_inversion
2,314
0.469
true
9
82
2dcb23db039071c24a9ee434ec493e13be35c4a0ac8a04862841a0e9db7fc9e7
linux
blocked
toxicity_classifier
true
0.88
DEF2025_00012129
1,766,518,626,684
38.36.95.82
clean
Python-requests/2.31
8fa3270cc5b778f12b3331c8b4f401d83d13f2c602917b51a548a8284482498d
llama-3
discovery
membership_inference
2,904
0.127
true
3
32
bca9d6f094cf5d7d3ccfa15b0c83a458066c40b26b970faaad5b9339b263b0fa
windows
blocked
content_filter
true
0.88
DEF2025_00012130
1,766,518,086,800
23.140.159.12
clean
Python-requests/2.31
b0f7bd1961df501f64c551de270035c9a86faafa920624dfee2ddb840d22c69f
claude-3
exfiltration
benign_query
2,837
0.287
false
1
25
9be10d6dfaec0cf773c34e7552a0dd45171058ff29a78fd22d9bef9e2aa28dc5
android
allowed
toxicity_classifier
false
1
DEF2025_00012131
1,766,566,866,753
44.31.9.170
clean
PostmanRuntime/7.32
7f535b27a3f4011244fe34d228ff3c463b08aea7027b4833049d32da1202a5fb
llama-3
initial_access
model_inversion
3,501
0.728
true
4
20
09cf75bb00b7393a6b0a8eb355b80df3c1b99731f91c74e60b3ff87eb200e4b7
macos
blocked
rate_limit
true
0.85
DEF2025_00012132
1,766,555,286,553
188.184.57.188
clean
Python-requests/2.31
d4aaf1e2e1441d9dba21b8bc47929545cee49933d75cec6aa10a01c614b73bc0
grok-3
persistence
jailbreak_attempt
1,330
0.369
true
5
11
39d7d88effa05874ad59a4e11907a4e64d8657bb7c58dc85cd9866fb8f1362e0
android
blocked
toxicity_classifier
true
0.99
DEF2025_00012133
1,766,539,986,412
131.39.99.135
clean
Python-requests/2.31
924b67f37cf7d0b7860a0b1a721b9a51c5a093e070752401a6abcf5abbb484d7
llama-3
execution
benign_query
819
0.277
false
3
43
1cee67b02335dd530eda833cac20e7040f5a1afd76912893fb98a0bf629e04d6
windows
allowed
content_filter
false
1
DEF2025_00012134
1,766,572,146,521
164.0.232.41
clean
Python-requests/2.31
db90d356ee207b528410802817df97932031ede9c540354e5d6130cbd44f1919
gemini-1.5
impact
benign_query
4,045
0.196
false
3
20
e7322acfed2fcd7c5ca98d6a07ac13bcc4220f489a3bd3e888262bb285a24467
android
allowed
toxicity_classifier
false
1
DEF2025_00012135
1,766,571,006,856
157.49.161.218
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
1238458f6c8bc81b7faeb4c20cb6e39549379057f52502feb6a0a940efb2f780
llama-3
defense_evasion
membership_inference
3,602
0.357
true
22
300
85aca7b1f175b09c80ce87754e35eda2cde4042bd20fe006af4c278d8a6b5bda
windows
blocked
content_filter
true
0.89
DEF2025_00012136
1,766,594,166,958
139.67.211.40
clean
PostmanRuntime/7.32
70236cb753c7691f5807c5c1535fa22540512c0c6f79d2eb9f698b1c55143c65
claude-3
execution
benign_query
1,779
0.656
false
1
40
1161aabfef2a271285a54d13bc4977655190c2897d09d0bd23fd7adb7e76d6f2
android
allowed
jailbreak_detector
false
1
DEF2025_00012137
1,766,558,826,924
185.28.165.184
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
3a4c92d5edf7f93091561b1f5739a709f2134c291fcd4df4b973abc88d8711c5
gemini-1.5
initial_access
adversarial_example
1,312
0.062
true
25
259
cc3ee8cac098a106ac29d7a4fbbbc5d2f4c5a57d76bf7c72f46a272a098971b8
macos
blocked
toxicity_classifier
true
0.9
DEF2025_00012138
1,766,576,766,653
34.200.237.132
clean
Python-requests/2.31
2d16c50462915f8b861bb588784a6cf52e6216d6dd9f1eeb46376d69c6a82589
grok-4
persistence
benign_query
1,405
0.84
false
3
10
536cfd3de5dec4c5f00b1052488c69b1cba5d2fe676d6fa365bf6a1bf95fa48d
macos
allowed
content_filter
false
1
DEF2025_00012139
1,766,554,626,689
26.56.35.63
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
460f476c1972813554cbd37f292f3e994f320f9348c898715b114d93833bdaf0
grok-4
execution
model_inversion
2,983
0.172
false
11
64
f037c1f13a1c4bb6896ba043e07eae39a104f0e2fcec1d208a52ae225fb74645
android
blocked
toxicity_classifier
true
0.86
DEF2025_00012140
1,766,593,806,480
207.32.167.33
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
3c66aeb985a8a5c0fdcbe36403f3192d360ae5705aa445496fae9bf3a4fd9d02
grok-4
impact
model_inversion
3,547
0.61
true
7
336
de8766b713e2a1c1e3a9553b5da80b207e8b65ff35b887e4c14ebcf48ef7b03f
windows
blocked
content_filter
true
0.86
DEF2025_00012141
1,766,569,086,589
16.157.80.24
clean
Python-requests/2.31
2e4fc728b337ddb9aa685fd9576b1b2b62b9aa87381acedf3b2090823c19bd91
grok-3
defense_evasion
benign_query
1,146
0.198
false
2
29
3f7f37aaf75a6340661913d82d8cb535050849bf90a3c8e76e3e1993d94daa83
android
allowed
content_filter
false
1
DEF2025_00012142
1,766,531,466,403
191.234.34.41
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
29321538f7af532967ebdc9f09c4c263fa6ab00046018fed7fc83f1f9577fc8d
gemini-1.5
initial_access
adversarial_example
1,570
0.063
true
10
300
181dc2484cb1de91e59aa306f34c23083a0a79a7e451bea85dbbb512bdd996c0
android
blocked
toxicity_classifier
true
0.9
DEF2025_00012143
1,766,568,727,193
218.75.233.161
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
1e515df7071d27173370c2e3662a9ddbc867985a5af3965339b98d7cfabbf699
grok-4
reconnaissance
data_poisoning
3,541
0.682
true
28
120
0f90aa95933ca6f92230433465074b2b608646e008dde79c9b868bec0922f375
macos
blocked
content_filter
true
0.89
DEF2025_00012144
1,766,592,727,360
136.130.20.11
clean
PostmanRuntime/7.32
8a1b2ee0e7657e7a1d917c5064a8ba63828ab2cfe13a2fda39fd5cede524f534
grok-3
initial_access
benign_query
798
0.183
false
2
17
9f0a7a656a9034bd168f6893fef7625fb147b3b1ffdab18f22b27468c49ab18d
linux
allowed
content_filter
false
1
DEF2025_00012145
1,766,584,746,893
6.136.236.80
clean
Python-requests/2.31
3e129ef7a744f5f1da30f66e8acec484e18de642addd7122f4cc8222c7422f2e
gemini-1.5
impact
data_poisoning
1,591
0.966
false
5
36
7985899209be6d404ef8f4f047dcd1de9410f5a166a450e59f7ffa07f8afa6ae
macos
blocked
jailbreak_detector
true
0.96
DEF2025_00012146
1,766,578,506,777
125.2.153.29
clean
curl/8.1.2
02c7b7ac5d06e09ba597ea17211a2598426cad1702595a79280e8d05ac900983
llama-3
impact
benign_query
1,915
0.166
false
1
14
9925ebef31921be35801b67c1257b1d687feed829ddaca7cab20081c38d947c4
android
allowed
content_filter
false
1
DEF2025_00012147
1,766,521,566,854
71.29.59.223
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
0aa1e5099de104d1c523a221cee1a9fb8854434a60e9d4f01935252af878c62b
grok-3
initial_access
prompt_injection
858
0.868
true
22
288
4310a284a9426fc32ac9c6d3620f63a3bc70725413c98265cd9237f1889d6db7
macos
blocked
rate_limit
true
0.96
DEF2025_00012148
1,766,529,546,509
7.68.188.111
clean
PostmanRuntime/7.32
08fda7d6c8ef1726a3e67a1fd9bbd5445fe0e0a5de697e8ce7989078de7e2454
grok-3
lateral_movement
benign_query
1,531
0.159
false
3
50
4f34b2e355f6e05b1efb9dd106779552e0afb00f3ffe5be8e5b6b28691882c30
ios
allowed
toxicity_classifier
false
1
DEF2025_00012149
1,766,572,146,651
17.30.154.178
clean
curl/8.1.2
63a160d64969566bd23a928b58792412b361650f36b4cc9a128452b5d31c1251
claude-3
credential_access
adversarial_example
1,808
0.288
true
4
27
f17a366261a1c3be18d9b555d12578b856111e4f5bc0fe0d14e8cc8d85eae72b
linux
blocked
rate_limit
true
0.86
DEF2025_00012150
1,766,563,747,019
135.87.82.83
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
0cdd63bfacd0ad3a526c05f231d09921ccb954bf39d20b91d6c3280d18eb61b8
grok-3
initial_access
adversarial_example
1,230
0.467
true
21
106
daecac4ba5ee8c4d7d19a12f98ef938b28c5529b3a567a0682be622ef05886ed
linux
blocked
content_filter
true
0.93
DEF2025_00012151
1,766,565,186,748
204.111.152.186
clean
PostmanRuntime/7.32
257c09d1b178fc59a0d4f8410643a8ebb0ce6615d77685bc620e5acb5c1478e0
grok-4
lateral_movement
benign_query
627
0.3
false
4
19
56b7b2bfeba5e6a85135b3a71f2baee631b3da27941a83298cbaa67cfb694947
android
allowed
jailbreak_detector
false
1
DEF2025_00012152
1,766,532,187,057
153.178.111.217
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
cc15a3cf136bcfd839a8f93dc0e982303b50bfea45d86e13efccb8f48197b48c
grok-3
initial_access
backdoor_trigger
1,174
0.579
true
6
226
2acfaa3febc7b96a47d7b924f7f74e573eefc6f397678aa7e1262cfccc1c7af1
android
blocked
rate_limit
true
0.86
DEF2025_00012153
1,766,546,527,339
150.116.131.130
clean
curl/8.1.2
fd63703469c80ef2814a1ff76ddf13213f54d30a4271d51cb05140bd0b20860f
grok-4
discovery
prompt_injection
1,356
0.113
true
4
15
d1cad73fb5052d9a2a9016380f9ce41b0ac35c28fcafdbbf3f74f3d070e2069b
windows
blocked
content_filter
true
0.93
DEF2025_00012154
1,766,594,646,622
11.118.66.231
clean
curl/8.1.2
74863fff41e406808aa6192bc6b4c9fa1ddbf98681f7d5b0605a1218b5ee776e
gemini-1.5
discovery
benign_query
694
0.525
false
5
19
87fffd53025ed87d9567117b56c77f1bb0f886f38dec855f631b1889e6f96a74
ios
allowed
toxicity_classifier
false
1
DEF2025_00012155
1,766,567,586,910
157.173.109.46
clean
curl/8.1.2
19377347a61009a3991135b5e58699dfa43507b79c1443f862ce5ab26a12e244
claude-3
exfiltration
benign_query
726
0.229
false
2
12
d641cb5fe1bac218d671e3e7103b7d1eed726e374d5a4bbdbda8603638aaa780
android
allowed
rate_limit
false
1
DEF2025_00012156
1,766,518,147,336
173.149.92.145
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
d97be1989167dd6593e96240269fb31e29686400b00fdbd36467c63aaf9da325
llama-3
discovery
model_inversion
2,999
0.671
true
23
377
5b5075c9a7c0496080e3256bc1fa04c9b33d50201ebf93aeadb4b01e8ed87c10
windows
allowed
rate_limit
true
0.97
DEF2025_00012157
1,766,525,946,731
191.163.244.195
clean
Python-requests/2.31
24f90ff0f756474fed58f90bc53de6ecd2ba926b2a9fe8a04a0b12dd9b3becf7
claude-3
execution
benign_query
4,005
0.574
false
5
47
55d1d5c32d6883c654a6163c247e81c3baa6f8d7e1b570f9af649e86c6804387
linux
allowed
content_filter
false
1
DEF2025_00012158
1,766,601,126,489
198.97.9.192
clean
PostmanRuntime/7.32
e78d2b78ae3ef80b49017622d070650d990b79dbdc2abadfaef00cf6639590f0
llama-3
credential_access
benign_query
3,689
0.923
false
5
24
c3f7cbb04a603888598adf63a895614f8eb782f3454942ce9e79fbc63244bd74
android
allowed
content_filter
false
1
DEF2025_00012159
1,766,572,266,739
77.63.112.218
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
7ca8b54b29985658992931c29b71528f0b766adde46bbe93e888759ebcb6390f
llama-3
lateral_movement
backdoor_trigger
1,457
0.44
false
25
177
63a908a3b548d4fdd43de7a08c9d58c43b912e98cf7b793c5597f5282c70ec52
windows
blocked
toxicity_classifier
true
0.86
DEF2025_00012160
1,766,576,286,558
137.232.30.134
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
49ceb913f76b2a6287d585051dd3720e6e77d074c9014921839b07ac58dd0711
gemini-1.5
persistence
backdoor_trigger
657
0.231
true
24
208
7818dc773d1444834973c16d676b29da2d7a404b522cbb22cfc3d00585e4e49d
windows
allowed
toxicity_classifier
true
0.95
DEF2025_00012161
1,766,534,527,211
154.61.235.80
clean
PostmanRuntime/7.32
6aa0474b529c2cbf32f19bd51ddf559f409e98bdd5c8a1c58628920546c2c0ad
claude-3
collection
benign_query
2,105
0.184
false
4
10
4fba9b83ac23a9e0ee7951a59f43215cd69d91b918fe9e2659ca6e41aa73b9a0
android
allowed
rate_limit
false
1
DEF2025_00012162
1,766,571,007,367
83.207.24.246
clean
curl/8.1.2
eb69fb03359d215e57f4ab49da60cd50c41668b5f64f9ac49898cf191e90ef51
grok-3
execution
benign_query
1,580
0.258
false
3
24
bf3d2aa33efcf3056f6e8ba7b6228d49108ed53e8bbb22c901c302f3c583404e
macos
allowed
jailbreak_detector
false
1
DEF2025_00012163
1,766,575,027,011
42.73.71.14
clean
Python-requests/2.31
ecf5a74d7cc5ef566b3b954b21944a9a814f8d5ff0395a6f9d1fbe9288d5d1fc
grok-4
initial_access
benign_query
1,650
0.939
false
3
28
b2f8757a4f2d656ee9d032126aa7511f9fa729c2871458d7c60638acff54d9d0
android
allowed
content_filter
false
1
DEF2025_00012164
1,766,561,346,828
120.71.71.224
clean
PostmanRuntime/7.32
b1226647cecfad0f346c6f1eebacc1a62fbffd8e6b25a2c37de99306fc6c13c7
llama-3
persistence
benign_query
581
0.822
false
4
14
0cc673ae104371184a26de8c9e8d663d876befad48ee9bcd8ee187d982a3910d
macos
allowed
jailbreak_detector
false
1
DEF2025_00012165
1,766,551,927,448
54.75.105.186
clean
Python-requests/2.31
d009af90b8941f9c9708f04b8428c3c6a4a9b21453d5af5e6c663e4f94c3e5d3
gemini-1.5
collection
benign_query
2,556
0.37
false
1
45
aaaf5ac6248befefd665e56c729468519992b070c413548679681c23c4663b2a
ios
allowed
content_filter
false
1
DEF2025_00012166
1,766,534,647,346
59.93.40.58
clean
PostmanRuntime/7.32
1481ab3afbc008f0807ae36563c53205abf3d4f1e5713ac93b8190f69d8a3b99
llama-3
defense_evasion
benign_query
4,090
0.948
false
5
28
e474d654134b99ed6bbf61e66c55c78f24f8b8a4103229431f3ceb13caf14bb3
android
allowed
jailbreak_detector
false
1
DEF2025_00012167
1,766,568,846,755
10.98.176.118
clean
PostmanRuntime/7.32
7507f3bed1666e783af90c559cab44a03f9e2eb30222b574c4d695c3acde1902
claude-3
reconnaissance
adversarial_example
1,832
0.431
false
2
11
8e77b7affdbc6a36f1e25ec69a1d4ee28386533e383172ed92240aaf03e0f874
macos
blocked
jailbreak_detector
true
0.86
DEF2025_00012168
1,766,543,586,546
104.27.183.226
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
7d06fb5c8a115cc68ae981fcb74af9622358c61060824d6ddfbeca75a5d95bd5
gemini-1.5
reconnaissance
jailbreak_attempt
1,560
0.268
false
12
284
c8194c756d5591d20a0c296fa4cd718d96e8daf11136169b3977fd00a7376206
linux
blocked
toxicity_classifier
true
0.92
DEF2025_00012169
1,766,572,267,411
211.94.45.1
clean
PostmanRuntime/7.32
c0b35bb02d539b565032b42fea5e90c09f60019925b02effb7c76599c6c78048
gemini-1.5
discovery
benign_query
3,174
0.853
false
4
42
9c4cebe0a2fa97b8813250c0f0caf889286d545ef2c07fe05b2a670c2f32912a
android
allowed
jailbreak_detector
false
1
DEF2025_00012170
1,766,524,866,946
156.215.126.172
clean
Python-requests/2.31
8bd71d9b1b06adfdd9ab4d863b485467e5d5a39584185c6890aa9dbd03dad6bd
grok-4
discovery
jailbreak_attempt
2,897
0.225
false
4
28
9cb4f8967d0db70b738136032ec0a33eb69d48cb9236f4f5b335339b45a877b8
ios
blocked
toxicity_classifier
true
0.86
DEF2025_00012171
1,766,560,806,934
125.185.162.211
clean
curl/8.1.2
cc30327477e6306de0231e8e1b2c4e3b099893e94c874ac0da7760839fb30c1f
claude-3
initial_access
benign_query
1,874
0.232
false
2
29
5250fa5af57a0d1b6c3856f98cd81734fafea9d5eb633d51253c294c4279d29e
ios
allowed
toxicity_classifier
false
1
DEF2025_00012172
1,766,551,026,805
137.222.97.92
clean
Python-requests/2.31
b7e95a55b12d6f7c3dd816f4df821ce72f9df94a222a2503e5bfe6726e8e898b
gemini-1.5
execution
membership_inference
3,054
0.635
true
2
18
490b2ad24f41c6f15e33cab84da8ada2a26b613834ca66fa729a88cee715e9c2
android
blocked
content_filter
true
0.92
DEF2025_00012173
1,766,524,687,529
22.138.123.89
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
d8f84feba7b76eaf3f5162c32c9373ccf1ac2cfa754e58e3197634bd8fbd6005
llama-3
exfiltration
adversarial_example
3,462
0.115
true
6
340
363f8eef0e8891a6dd81b79f57625ea62ff68c32beed5d1bfd3f97ad8e16cf73
linux
blocked
content_filter
true
0.89
DEF2025_00012174
1,766,536,446,915
137.24.252.178
clean
curl/8.1.2
3c53806f891f9ae1d7f661fcae8f31fd4d0e608bbae7d845380317f0e0132bca
grok-4
lateral_movement
benign_query
3,591
0.866
false
5
28
0fcfb0db634e76910b2ecbe90113a055dcc6dc75d37d87515a34f72e47fabaf6
ios
allowed
rate_limit
false
1
DEF2025_00012175
1,766,540,827,531
156.40.67.202
clean
curl/8.1.2
b7283a87d5d9fefee181c1570caff667a57546d74f2a86d96bfcaf9201068619
grok-3
execution
benign_query
1,129
0.203
false
2
10
8db06d202d1916c1a2430ad888d07742d3101aece6afadb26c05c0d3c95a0d19
linux
allowed
toxicity_classifier
false
1
DEF2025_00012176
1,766,591,467,017
82.38.123.30
clean
curl/8.1.2
2d650cb01b4b755b9dc7d9f0476b02531de126f088c0651215ffddad5a78b7a2
claude-3
credential_access
benign_query
2,272
0.79
false
1
24
3d9f5a69469d4d2c590080e0a3a7ac0e2cce7091ddad12ec76f61ea3312d6312
android
allowed
rate_limit
false
1
DEF2025_00012177
1,766,548,986,597
10.183.163.135
clean
curl/8.1.2
2489f4d26d9a6530854691ff2d1915fe1307f2ba7bbb8253827c29aba9a83843
grok-3
impact
jailbreak_attempt
1,379
0.194
true
4
37
fa995a20206ab7aff9297ec293affeb64c281dd02dc468172dad0cfe71f35281
windows
blocked
rate_limit
true
0.95
DEF2025_00012178
1,766,559,247,329
110.209.84.122
clean
curl/8.1.2
42730d8b30d18e7e299f2d8c9d868d3081762b978be8e27bc254444684c55c74
grok-4
persistence
benign_query
1,477
0.571
false
3
42
97af3983eff921220a559e12aadad407f561eaa0db0b78968d0e2d705f89351c
macos
allowed
content_filter
false
1
DEF2025_00012179
1,766,525,707,022
118.201.22.49
clean
PostmanRuntime/7.32
037474cc6e7e80cef9bf9f3255909a39d6a0e786cd1d27b8e77d3594bd14d06f
claude-3
exfiltration
benign_query
1,595
0.122
false
1
45
4309e16834ea5f8498febec64f5f234dd1ac07772d2f4b4364aebe2ac3e4c602
linux
allowed
jailbreak_detector
false
1
DEF2025_00012180
1,766,564,286,843
221.100.34.141
clean
PostmanRuntime/7.32
f18dada55321bac886e49cf97e1754ae0028069d9e1b6175b912c740b59d265d
grok-4
collection
benign_query
561
0.338
false
2
32
52c0635422a3600c87f81c07e877dce86cafbd18e377b448be162a4fe723628c
windows
allowed
toxicity_classifier
false
1
DEF2025_00012181
1,766,557,866,696
137.59.6.134
clean
PostmanRuntime/7.32
62015268938933ef91afb026c1624a9361e35ca44b647197772c0d3542328218
claude-3
reconnaissance
benign_query
1,389
0.194
false
4
21
6506377cd365e6664dfd7b877face418272f9e6d03a7cdbc1c7be5fed05c3e49
windows
allowed
jailbreak_detector
false
1
DEF2025_00012182
1,766,526,606,664
143.201.201.83
clean
Python-requests/2.31
e99e5112334519a31153b4e9df9de50a482b93221ab150dae07bb672a5b97849
gemini-1.5
persistence
benign_query
3,925
0.128
false
4
33
6e077eb372273e0a6fdbe3cdc66d26c57e36a020ab398463c6a08e2a3838e106
android
allowed
jailbreak_detector
false
1
DEF2025_00012183
1,766,590,147,367
13.73.40.245
clean
Python-requests/2.31
a451f34f94cc1b6957ebbdb777a1441c8118ce6e9aa4487cc03574016221cab9
llama-3
persistence
benign_query
2,330
0.803
false
4
32
6f082d594350ecf52af284a5556cce99011ed73bc784ee9d5b9602893e6fbb9d
android
allowed
jailbreak_detector
false
1
DEF2025_00012184
1,766,539,987,359
190.128.247.138
clean
curl/8.1.2
c1db662d1fbd23bc7051c463e430ba1231d870b0701234995ec7148ef685b021
gemini-1.5
execution
backdoor_trigger
1,663
0.335
true
4
10
11361822577eb4056e09dda24df97bc0a798609684b4678b6c7dc650b6a3c05f
windows
blocked
jailbreak_detector
true
0.85
DEF2025_00012185
1,766,598,007,082
135.169.252.15
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
93ea21400e925b4a3c3177aebcb4da4d848d061ba2ec5aa1764d05afd2ffdada
gemini-1.5
discovery
backdoor_trigger
3,389
0.063
false
10
212
439317955361f68cffad5b91a62e5d1b73f07d6e8af20648b9a9e8a07b8962a8
android
blocked
jailbreak_detector
true
0.94
DEF2025_00012186
1,766,549,826,859
50.182.192.65
clean
PostmanRuntime/7.32
d377bc1a57d9f3479347ba8d1c47b7445e8d66b736faadb61dbe45589c022b16
claude-3
initial_access
membership_inference
1,343
0.018
true
5
41
cac2ada85e562496b0c18ffeade152cd6560d26c3c62c8dbbb488b15c23b289a
android
blocked
rate_limit
true
0.98
DEF2025_00012187
1,766,572,027,464
137.128.127.38
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
53b547bf0527e1152fadbb0b26876fa163d082b92b5dd1b0f4d5d1d9f7bf8d80
claude-3
execution
prompt_injection
3,530
0.628
false
7
216
9a8fad483ce51ff982fe9ced9f3bf1b8cf641cf9e7d35115b09fe9d75ae4a929
android
blocked
content_filter
true
0.97
DEF2025_00012188
1,766,585,346,858
167.206.228.91
clean
Python-requests/2.31
e9857123f60bb0d5e7f37dec1da3fdaaeaf4cd381c61a3238029e2478194dab0
grok-4
lateral_movement
benign_query
2,747
0.519
false
5
38
1319e1dc4d22bb96fb71fdd881bacde2d67c91961c68f652b59d692faa75eec6
windows
allowed
jailbreak_detector
false
1
DEF2025_00012189
1,766,553,846,783
122.19.187.216
clean
Python-requests/2.31
b6b9d42b31069d8203d48d886cc326a571988d4c63c905957254922765ce2423
llama-3
defense_evasion
benign_query
815
0.801
false
2
14
fa45311aacf0a4d4888fd23d86c0e82becd4906d3fbcf07690f3e1511171bc9f
macos
allowed
toxicity_classifier
false
1
DEF2025_00012190
1,766,582,766,641
21.141.100.225
clean
Python-requests/2.31
219da6966024fa657e812a97506bf4c2a1a6afc2616a0df7c58824ca0bf7fb6f
llama-3
discovery
benign_query
3,948
0.774
false
2
39
09478f3581390e44fbfd423d070559a41ebdd4cc18f1df2afb1fbbffaaaf6d89
macos
allowed
jailbreak_detector
false
1
DEF2025_00012191
1,766,535,427,506
156.133.25.226
clean
Python-requests/2.31
93916c9700a3871956df56a879d9da701a0ce8546a0d6488d94f7b083299d15c
claude-3
lateral_movement
benign_query
1,439
0.603
false
2
17
796e15b61dbc4f160366c1b8e1c8c574d3727dd3d54dd707d1041029e76bff91
android
allowed
jailbreak_detector
false
1
DEF2025_00012192
1,766,524,507,444
103.122.9.182
clean
Python-requests/2.31
dbcc7f03368d060c55745bba0c9c7989c2027133fe111b5f34ba66a22c7705cd
claude-3
discovery
backdoor_trigger
745
0.803
true
2
19
45c7210032318845dac819e4e285e536c54207dc5efc5b93003fe48644d3fe66
linux
blocked
rate_limit
true
0.99
DEF2025_00012193
1,766,531,286,659
5.127.77.6
clean
PostmanRuntime/7.32
e86c6c8ef4ed2fd2d37b1be1ddaba9de67704a8508aa7baa64c10a5f4b0ec00c
grok-4
exfiltration
adversarial_example
3,951
0.66
false
4
37
9d07655f56942e834417042286ba5937046398510166041c5302582d67b90292
android
blocked
rate_limit
true
0.88
DEF2025_00012194
1,766,554,447,562
30.103.249.97
clean
curl/8.1.2
7973ad2f453c6f4fd4e1aff38d06c335803f7dc7c24d7d0393c55c6a084d8afb
llama-3
execution
benign_query
3,927
0.264
false
5
42
ff12a4dcc661d176749bee6eed8e2506a5343a59b985808bce23d698f7f55a66
ios
allowed
toxicity_classifier
false
1
DEF2025_00012195
1,766,542,206,942
109.232.41.46
clean
Python-requests/2.31
8a05da73e6980bda51786bca0543b4a33f3ff619f46a7239ce41b730da443105
grok-3
persistence
model_inversion
761
0.856
true
1
17
507de5b4cd4f14cd9b95195562b8acfa9543d276d26ed469d794b66fc7ada0e0
windows
blocked
jailbreak_detector
true
0.96
DEF2025_00012196
1,766,589,666,745
10.227.202.12
clean
curl/8.1.2
382c543569a58dccaaf1336e448d020d9312903ab389cc9ef8564d42fd300c9a
grok-4
credential_access
benign_query
3,972
0.721
false
3
20
3f5a5baca5604c9eba3e708eb7cfa5f58844e365c3f64f91ac6046f367857f62
linux
allowed
jailbreak_detector
false
1
DEF2025_00012197
1,766,548,987,100
170.206.94.130
clean
PostmanRuntime/7.32
d6d40ca7f5f0967eecb1dff316ab02f43de8e4e8cd8e46e79c8ff6ecf1385376
llama-3
persistence
prompt_injection
3,000
0.136
true
4
35
36faa2fe056c61e8295e4e62888f82e527f8a93036d46eefdc7466d0f803eb39
ios
blocked
toxicity_classifier
true
0.89
DEF2025_00012198
1,766,600,587,382
28.242.171.100
clean
PostmanRuntime/7.32
0f26910b312769e759f1e6d3f61b226b778b589481d66c8358f8db24db670da2
llama-3
lateral_movement
benign_query
1,608
0.591
false
5
17
58c12d63b8783a73ac3d342b432350b9756b364c66833207ae4e1da321711c0b
ios
allowed
rate_limit
false
1
DEF2025_00012199
1,766,536,267,561
189.173.205.71
clean
PostmanRuntime/7.32
9483d4aa572230222b606f2d9e907137b6978e433fac53107b9758a2c9651fb6
llama-3
exfiltration
benign_query
1,971
0.913
false
3
29
02d776c71e5bb93b987e518b47f6a2782d2ce38ae63a82c4c49d2709491401ee
linux
allowed
content_filter
false
1