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_00002800
1,766,594,798,356
155.129.126.140
clean
curl/8.1.2
7a56e50775434f3789c2d766d2e6f79597197ca66644b0ad3be98fa73badf028
grok-3
lateral_movement
benign_query
535
0.54
false
5
30
14d58d0aa755e03a4393a2b6829a605c3fcc65eb79cd89a716a9bfc63c3a7897
windows
allowed
rate_limit
false
1
DEF2025_00002801
1,766,537,978,373
130.26.148.154
clean
curl/8.1.2
0d1b2e103e8fa1dfc7c76518bd0eed1d7bb03a3472d6355bd5493ea097fde943
llama-3
persistence
benign_query
3,821
0.257
false
4
48
cb7330d2546584f10af12c888272e82da848f23fd960ebea4dbcb2acc94b8818
ios
allowed
toxicity_classifier
false
1
DEF2025_00002802
1,766,548,537,838
63.189.74.187
clean
PostmanRuntime/7.32
fe245049de5fb882e2673222e2909f75c9336c9d837d9e59b7feb6846f713c81
gemini-1.5
defense_evasion
model_inversion
2,846
0.964
false
2
33
82d59d31bffc91b3a1357a6ec10f282551a7e7473d30e4d5cd5c046ca6818220
ios
blocked
content_filter
true
0.91
DEF2025_00002803
1,766,566,897,532
39.250.17.138
clean
PostmanRuntime/7.32
68e8222aab806ff172eb25faf87c0310636b6bf7f0c382e6320c53aa346d3b65
gemini-1.5
execution
benign_query
1,316
0.599
false
5
30
f271b1451fd4ecfc33b89dee6f084318ec03ca807bcf55a87363fd3d4f3af6fa
macos
allowed
content_filter
false
1
DEF2025_00002804
1,766,578,898,295
149.101.78.84
clean
curl/8.1.2
a372b015b909f2c3084bfdcec227c5bc10e7f3a7b7943ab1cc03bce717870c6f
grok-4
impact
backdoor_trigger
3,192
0.969
true
3
22
52b277f1d0a36ae66e4bf9d9ae2b41219e951c8bf78cf7802d729f0c324fb67e
macos
blocked
toxicity_classifier
true
0.88
DEF2025_00002805
1,766,544,277,581
77.22.150.42
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
b73f94238f9e1b21cd6c0c79e8c3ec76a9ba23e6cd465b6494cfc5d352da665e
claude-3
impact
adversarial_example
1,390
0.597
true
22
198
c9d320fb85c99ce4d83e3ae6a29741c0cb8fe68d609668695f7c03589f0c9cce
windows
blocked
toxicity_classifier
true
0.95
DEF2025_00002806
1,766,526,338,329
9.82.32.203
clean
Python-requests/2.31
268de8cf1c1ad12f4953f4d3cc044d7a488dc2324c5014dc03e74338ed18298a
llama-3
reconnaissance
benign_query
3,416
0.262
false
4
23
19145e5f535c81d0701e720ca23efcbccef63344c9d63cc7bcb595b09438fa0f
linux
allowed
rate_limit
false
1
DEF2025_00002807
1,766,527,057,663
16.193.96.209
clean
curl/8.1.2
6ec9783a5377e6157dc09364566bdd492c8faa54f16de76f0b65cb35923859c6
claude-3
discovery
benign_query
2,882
0.545
false
4
23
759156f7220634644891d9876afbc13a858c4a961b282e7b5ccc4d0e9a06b613
ios
allowed
jailbreak_detector
false
1
DEF2025_00002808
1,766,554,718,206
3.220.226.19
clean
PostmanRuntime/7.32
1759fe5f88ccf21932190c510747346f67ff9da234f69c042bd9f9d5e31b17ab
grok-4
initial_access
model_inversion
1,893
0.712
true
1
49
ca2964427cfdabc23c072172a9dbdffe389d2c7ed34ff1f6f37c361be21d5362
linux
blocked
rate_limit
true
0.87
DEF2025_00002809
1,766,518,238,383
10.53.190.80
clean
Python-requests/2.31
bb1fc78f5bb8c13732049b9ccf61b1dff845b81c4640784a0392c6981a66788c
grok-4
discovery
prompt_injection
994
0.187
true
2
45
bdab6e0a6a19794d35511df238259dbc09a237ac03f7e8762f9fe7a18d23edae
linux
blocked
toxicity_classifier
true
0.87
DEF2025_00002810
1,766,535,158,086
96.122.177.248
clean
Python-requests/2.31
0c89f1f355e480de761649c6b6dbd2bd8b2b9cf37c789d479ee42f15bfa1aaad
llama-3
lateral_movement
benign_query
3,773
0.205
false
3
48
6b7abceca4774474bc107c87671becf5a8d889bba27e7fb5ac0a04a0257916b3
ios
allowed
jailbreak_detector
false
1
DEF2025_00002811
1,766,579,497,530
71.23.80.241
clean
curl/8.1.2
a5fe21b6bc40161b88741ae2f5166c847bab2cc621a64376d86c9a2bebd6a639
grok-4
collection
benign_query
564
0.314
false
4
38
640a5355acff61666ba0f01fa936b0b23e282c841f4ae6b571d48fdd01184fa2
ios
allowed
rate_limit
false
1
DEF2025_00002812
1,766,583,937,740
17.198.255.58
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
9fcfd661884367d8ee52c56bc0db27b0da3f0c49f1b50d9c77f5b4d9f6fb4725
claude-3
reconnaissance
jailbreak_attempt
3,312
0.532
false
20
344
cebe61ca5d95538b30944920aadeb933c67eb14c497cc2a3e9042870e9b0ff99
windows
blocked
content_filter
true
0.95
DEF2025_00002813
1,766,584,238,242
49.15.163.243
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
62fa6940d11d69e1f468c4889a4ee6b2babdc04faf1045dd7da687ed10f5d724
claude-3
discovery
membership_inference
3,941
0.349
true
27
311
05f88686322f17da09196fbb6ce94d31d1de24e9f634ccb0b7652e4913a69967
ios
blocked
content_filter
true
0.88
DEF2025_00002814
1,766,588,257,565
204.28.125.148
clean
curl/8.1.2
86d0d0445769274338236b877fa5ec800537ad318b9256219a3bad7581c10e83
grok-4
initial_access
data_poisoning
3,462
0.268
true
1
10
6a2888ef32931c9a54b31c0a7cd2639a0851183ad38cbc49367eb7f9b959b515
linux
blocked
toxicity_classifier
true
0.88
DEF2025_00002815
1,766,579,797,928
96.240.133.131
clean
PostmanRuntime/7.32
8db6fd47ca5e3695c2a1be1dbacbf323deb18cb2f24a6e8c37937e777b842f2e
llama-3
discovery
benign_query
1,907
0.448
false
5
28
f2cb621895dfc5bd0b79b0045ea5930d4c665dc9e8d437d21724e21f067d85d4
macos
allowed
rate_limit
false
1
DEF2025_00002816
1,766,555,077,627
64.180.54.178
clean
PostmanRuntime/7.32
dac6fca9a19bc87d4531fa4b4f60200cff96d329ce6000c4b74eda909e343996
grok-3
initial_access
benign_query
1,015
0.004
false
5
46
eebed1d1b620c810d7b0e42bbd530aacce650be2cfcc2e282cc62f167e1aea60
macos
allowed
toxicity_classifier
false
1
DEF2025_00002817
1,766,595,818,335
217.229.21.111
clean
Python-requests/2.31
4dede00b820ed8307c0e90fcca27c1168a165df401df6881f65ab6147d59bf44
claude-3
persistence
benign_query
2,163
0.097
false
5
43
d813ff7f21a64a014bb7140ba50a596d17656398efd40a2670f8d8fcef9415a4
linux
allowed
jailbreak_detector
false
1
DEF2025_00002818
1,766,562,157,730
89.223.44.79
clean
Python-requests/2.31
5903cff1fa7237c80f78a19d91a6405c348f7d81e7f9719257447fc1d94cba17
claude-3
credential_access
backdoor_trigger
2,366
0.348
false
4
27
84b357ff7912906daa0e7435ebe2486ad100eac24cf28b90e3a127b0c67870c5
ios
blocked
content_filter
true
0.88
DEF2025_00002819
1,766,597,678,056
65.183.177.189
clean
Python-requests/2.31
9dff01af528c044840e5fb33743163f0dc23ecda32aa1fe4ac5da3ff5e0cf9bd
grok-3
impact
benign_query
3,444
0.262
false
2
10
e1fa0d7ec1f0dd018727bb48631bb9225ac16be3e7a493a59b2e3472c63191fc
macos
allowed
toxicity_classifier
false
1
DEF2025_00002820
1,766,565,878,445
55.124.186.49
clean
Python-requests/2.31
1adbf9eba67ab34da717a3ebe46f00ff53b410508d0b6df6455ad04b1fdc5d50
claude-3
execution
benign_query
1,433
0.438
false
4
19
364695b75f67daa324691bb5d8532ac42764234b25b465a98b174a9b5ace50e3
android
allowed
rate_limit
false
1
DEF2025_00002821
1,766,531,917,638
17.170.87.226
clean
Python-requests/2.31
f9df1c4c327abf8afa87bce925be527d64eca62890fc6b8d006067334bfd2694
claude-3
lateral_movement
backdoor_trigger
902
0.361
true
4
27
d79521ee6b78254ed953fa45f29575878c2d976154035122d58d3a5791c8d1d3
ios
blocked
jailbreak_detector
true
0.95
DEF2025_00002822
1,766,537,497,938
60.158.115.189
clean
Python-requests/2.31
c7faee673d74813b5291004420a2e8e525e0773cac4f234dae6a266dcc456c65
grok-4
discovery
benign_query
3,106
0.963
false
5
38
dea19da7b16b01efcaa648a0e63b86c228588119e3cd373b26047bc6263a66ca
linux
allowed
jailbreak_detector
false
1
DEF2025_00002823
1,766,532,758,204
58.185.198.174
clean
curl/8.1.2
a1d52fe95f63979d1c9e6b7e12fb1d6176e502b4b01170fca338f294b173b605
grok-3
persistence
benign_query
697
0.816
false
4
15
a26446520313384848b89e55ff45b891c5503a6a42e4d80e0ac47d3f47e88cb4
ios
allowed
toxicity_classifier
false
1
DEF2025_00002824
1,766,561,318,454
52.3.133.62
clean
Python-requests/2.31
b687aaa400a0a9142de40375f2846b3cb194b257eaba8c6f401392e07ee9f40b
llama-3
credential_access
jailbreak_attempt
2,404
0.322
true
5
41
9536569844be771c58a2cbec669bf5b7f136dfdd3a4a50ff9c016588bd2f009f
macos
blocked
content_filter
true
0.91
DEF2025_00002825
1,766,535,218,031
113.178.71.97
clean
Python-requests/2.31
a2fe86a680b9d3161761d8e5e1da1216389ee59ac940862f1860d734400a0182
grok-3
exfiltration
benign_query
3,676
0.674
false
2
45
bf1f12b8a2b36f64654df9d4263feba267bc8e506b16629b52286a1fb9f0bb5f
android
allowed
toxicity_classifier
false
1
DEF2025_00002826
1,766,527,297,782
139.52.96.84
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
5928fd7cb9b11fbfed5d72bf85b9206e7650c3b166b296c206cbf12b738f9245
llama-3
impact
membership_inference
2,766
0.502
true
15
135
cee2194c0cb21989e5655c02330d55b28b5f1b11b28b64f410607381c30ea378
android
blocked
jailbreak_detector
true
0.96
DEF2025_00002827
1,766,595,578,213
222.184.83.28
clean
curl/8.1.2
449a65c68e988b8aa66f70093007e4780f9f2b94da622e43fad1250b9c742f03
claude-3
reconnaissance
benign_query
3,212
0.791
false
4
44
ad5006290fcf81b7f6c195d7543771ceddefddc4a12c30e58c87e84cd96b928c
macos
allowed
toxicity_classifier
false
1
DEF2025_00002828
1,766,592,577,996
72.158.88.69
clean
curl/8.1.2
a480904033fb3066b8f5875fae9ba1abdd98f9321787d0274d2a5b6c4181a7a1
grok-3
defense_evasion
adversarial_example
1,453
0.477
true
1
45
17fa712191b4e998ed99cf2f46546dd82452182af408a4271f33eecfe70133d7
ios
blocked
rate_limit
true
0.91
DEF2025_00002829
1,766,586,037,600
200.37.31.144
clean
PostmanRuntime/7.32
62188b28987b105f046268a7d1a087c4813eca97ec967b5db3f69e2675529d1f
grok-3
initial_access
jailbreak_attempt
2,034
0.598
false
1
40
edfd184c8ba13e1178e8c23ee1cd271b44ca9c955da0654681309f1ac4ff5255
linux
blocked
content_filter
true
0.91
DEF2025_00002830
1,766,596,417,674
172.43.127.205
clean
Python-requests/2.31
609078b41847f724badebe0254416050bcaf5b7598c9f6f7a5de493e3ebd23ba
grok-4
persistence
benign_query
1,250
0.547
false
2
29
da5f70a7c84f30a1325afb8b7ed9d81d4643ca66706ff6856b86a9587e24007b
ios
allowed
rate_limit
false
1
DEF2025_00002831
1,766,556,997,892
133.244.225.58
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
ee7de780ecb64f2984fa21c3a9360707a5ff17a6511d980cac4ac1bbd78fdc34
grok-3
reconnaissance
membership_inference
3,959
0.031
true
23
164
a74a19fd81dc09bc5bf420fa9a9b76cfe58e98823dc0224f81a38b6784387e46
ios
blocked
rate_limit
true
0.89
DEF2025_00002832
1,766,547,697,980
41.83.201.192
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
dfb8679385c2dcca73b5826672efc5d5293e79058336bd5b48f852d81d4a82a0
claude-3
persistence
prompt_injection
548
0.789
true
11
376
80f0c5938094304cc8bb8084d22f041c7dd3b3e27348c824abf49f76a11160d5
android
blocked
content_filter
true
0.86
DEF2025_00002833
1,766,551,177,556
210.228.119.88
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
cb6a6323510479949cba2912705999833fb7304b23ede470597e5745c5071cd2
grok-4
impact
data_poisoning
3,121
0.067
true
13
276
705f7af9642f3962da2de0f5ba36d2c6c325a19629018995f2f3276ba1da133d
ios
blocked
content_filter
true
0.88
DEF2025_00002834
1,766,529,638,194
128.139.65.50
clean
curl/8.1.2
9dbfb3be7a8b65f65eedecf5d8ea7242e3d0e5e45cc7410813141764789f6793
gemini-1.5
initial_access
benign_query
1,073
0.365
false
3
30
b0df4ee2b6557f1b040cfbbc8a0cf1f1aaa820a3b268b2795f77e7d3bfc1006e
ios
allowed
rate_limit
false
1
DEF2025_00002835
1,766,559,578,470
200.26.106.200
clean
PostmanRuntime/7.32
3d85b9e895b2983fd2d89e160ccd6db704c1d62d96fe53c78623e270a41ba591
grok-3
initial_access
benign_query
688
0.155
false
2
47
1cc78f06e9e5d18aff70794d5912322fd6c7a9b70bde06c9f800c4afaa13ba36
windows
allowed
toxicity_classifier
false
1
DEF2025_00002836
1,766,601,577,884
38.229.200.46
clean
PostmanRuntime/7.32
10747d3373744cca996dcc4664289772fe24e623464f31d9f7341ffe55b74704
grok-3
initial_access
benign_query
1,743
0.268
false
3
29
b31792d892831659060efeafb1dadbc1f48ccf781fb5efb8a3ee51cb48c29494
windows
allowed
content_filter
false
1
DEF2025_00002837
1,766,551,538,432
12.140.93.146
clean
PostmanRuntime/7.32
24b4aac6a5c45e6f1f3c81d4d66b8708ae94586b1dbcf355583e8df13c3d9f88
grok-3
lateral_movement
benign_query
3,238
0.719
false
3
31
fda787075a4e28e0bb589fbe598e6a1b41681917a70ee95f57ad2e7422bfe834
android
allowed
toxicity_classifier
false
1
DEF2025_00002838
1,766,582,737,569
222.202.177.205
clean
curl/8.1.2
a31df71c074d0c56323bebdc2fc398480950b098f6587d53b0cdda28b14e7ac3
grok-3
reconnaissance
benign_query
3,477
0.206
false
2
27
1de6e65df9b274ef58b491cb409afb3bf0f1ed011f37bc3f8f93c8abf73b132c
ios
allowed
rate_limit
false
1
DEF2025_00002839
1,766,526,757,905
117.158.211.202
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
5e16b4966aa90df25791dd626b96533f2692a54bcb71669aa442be9d466c457b
llama-3
exfiltration
prompt_injection
2,921
0.349
false
5
256
b48f5bc70fd5f97cb95c935de6e10f3b2ca04c5a0cc30efbf28bf3afd7d00b18
ios
blocked
content_filter
true
0.86
DEF2025_00002840
1,766,559,397,952
95.144.109.82
clean
PostmanRuntime/7.32
98c7f2b9e817bc65cc06255c8b4c67d35a82bcb4d75656aacaac049c204e26fd
grok-4
impact
benign_query
1,381
0.914
false
1
46
dddd44dc0c428c9da321facc6f3e0dc247b683d4c1883392b89f0b2b4cf45c7a
android
allowed
content_filter
false
1
DEF2025_00002841
1,766,597,377,624
72.221.188.73
clean
Python-requests/2.31
e0a564aee80accb0d00ea7a40f1d50a26b429c872e2d9a77cace87f755decbaf
grok-4
execution
benign_query
2,843
0.673
false
2
16
1c4c3c483dca710a6632c480a024d44b8015e3a5a87b02b743c9a9a7a7a3ed67
android
allowed
jailbreak_detector
false
1
DEF2025_00002842
1,766,524,898,199
28.178.57.140
clean
PostmanRuntime/7.32
41704ec4cc4957ca83b4c1a14187b0be771b38325c0de411c1879f9a3e561999
grok-4
impact
benign_query
2,461
0.239
false
1
45
7779a56e8f76d36d6f12910615e3a75756bd904f4ddfe28d1345c920bda396d1
linux
allowed
content_filter
false
1
DEF2025_00002843
1,766,546,197,842
20.29.113.161
clean
Python-requests/2.31
7b3b157af0f48b2dbefa396754b30ddd83abdc37ee20660679a9577181f47cfa
grok-4
lateral_movement
data_poisoning
4,053
0.92
true
3
43
cf0718d305971218dc79525b95dc6eb4ee086132b1db4f76b2ebfd26833ec6ab
macos
blocked
content_filter
true
0.98
DEF2025_00002844
1,766,595,937,950
222.10.141.42
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
ad77aa59d8208f4a76cc1495d9dee8de6d44d542c4886427e5c4c7a92cd39046
grok-3
execution
membership_inference
3,571
0.188
true
12
281
f6aec5ba91a8c9dc8708f6462706d6d77063adc9d43f883b208e3d14017aa967
ios
blocked
rate_limit
true
0.85
DEF2025_00002845
1,766,532,277,675
146.119.190.165
clean
PostmanRuntime/7.32
ebaf7024a54b9bef023e15e442cbfd9d05f9910e24cb1e431feca6a4df28cada
gemini-1.5
exfiltration
benign_query
3,968
0.044
false
5
27
07436463d7cd9d3ae7dc9fd0ebc95a43d21f380344657031cea11016838473d9
windows
allowed
jailbreak_detector
false
1
DEF2025_00002846
1,766,591,198,206
12.66.92.204
clean
curl/8.1.2
f8c21577b6684a10ee35a3b0f0faaf3f81058d2acf9e98b1ea1e62568e7127a6
llama-3
exfiltration
benign_query
2,348
0.794
false
3
47
6ce2ee26b87046a2c16ab7a6b701c036cf27036d87dc03bd8ce1ee2eddff89f7
macos
allowed
jailbreak_detector
false
1
DEF2025_00002847
1,766,527,658,182
100.22.243.31
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
1a093268bcc1690970c4ab82b5438de1de61f668bb5801631b4aacf1432a2757
llama-3
reconnaissance
data_poisoning
1,577
0.657
true
29
219
d8e2f1dd7ab4be3336ed80f7897c32e5865b58cde4be30daf2e4278d0e8ddd71
ios
blocked
rate_limit
true
0.91
DEF2025_00002848
1,766,572,237,630
83.59.158.145
clean
Python-requests/2.31
c01309a5abe5bea1f6be4b711b3059625211451345d3c3b15cd671670d3974d6
grok-3
credential_access
benign_query
1,913
0.642
false
3
37
d2f0e70c09d74bdc7d2d0d7b427d4279d5d9bc29668a10f06af96b56a1f84065
macos
allowed
toxicity_classifier
false
1
DEF2025_00002849
1,766,590,118,148
125.137.142.168
clean
Python-requests/2.31
a445c7add5b4f362bd9705169b6dba19d130db9c5302ecd2d26a0e86489ed44b
gemini-1.5
impact
benign_query
3,103
0.866
false
1
14
895baf622c310b8115c814177728fff8edd8eef42c7f8bc1125aef19b64eeb07
macos
allowed
jailbreak_detector
false
1
DEF2025_00002850
1,766,530,897,983
182.141.138.13
clean
Python-requests/2.31
64f433283d10d87cecab686cd5eb3aaafbc4500f2c45fee18f193322eb370f6b
llama-3
impact
data_poisoning
1,797
0.473
true
1
17
cba4505a0e039e638145bbd5ecf467d868d5c909407f988f2c9792770269a929
macos
blocked
toxicity_classifier
true
0.99
DEF2025_00002851
1,766,568,697,567
94.23.87.145
clean
curl/8.1.2
377a41a58cf315daa2b7807a98ad4095b6e709472540827103fb6c24896073be
grok-3
initial_access
benign_query
3,115
0.327
false
5
48
f2e5348d180d17ece67b237f6d39718c95146245d363f1fd54dbafcc718193a7
windows
allowed
jailbreak_detector
false
1
DEF2025_00002852
1,766,551,598,352
185.48.137.23
clean
PostmanRuntime/7.32
530214f05cb31250b001e3dc1f1628c7de201ff088b706ddecd1298f01a5575c
grok-4
lateral_movement
benign_query
1,224
0.202
false
2
22
83e5885a5d2a2f45cb0889c170b0cd1d18a93f6065cc01510537621dd19c945d
linux
allowed
content_filter
false
1
DEF2025_00002853
1,766,550,517,574
54.109.250.129
clean
PostmanRuntime/7.32
d53f633e741654e2d511222fa215a09d89ff1ff1b3dd2fd9098e7abff4067134
gemini-1.5
impact
benign_query
3,491
0.149
false
4
10
b7a55950ff959d1ad098a32fac271d78553b24f1b4142333a466acf604e28928
linux
allowed
rate_limit
false
1
DEF2025_00002854
1,766,601,877,735
161.68.89.112
clean
Python-requests/2.31
b7c42972e36d6c757998910ab66d6d1244b149e3a63674e10d00add13b07f1a3
grok-3
credential_access
benign_query
3,825
0.575
false
4
20
e1d54b060837a2068e6360c245e3d0e491548f7e7edc8c8cd2564059f4ac3f20
macos
allowed
rate_limit
false
1
DEF2025_00002855
1,766,573,797,881
111.207.225.8
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
3bdd8511314d88a6670e0240ab3738cdc82300867ee572faaf9e684b5f892b37
llama-3
credential_access
model_inversion
997
0.032
true
28
353
016e88880b053470951aa45b81f8445f1a6dfb427860e025239d757f90b230be
windows
blocked
toxicity_classifier
true
0.98
DEF2025_00002856
1,766,564,737,798
203.143.72.89
clean
curl/8.1.2
cb120554675a0157cf62536fb65c1d7868578f24fdd1e032d61ed8539d545d4d
gemini-1.5
execution
benign_query
586
0.45
false
1
39
6efe550f85b618c09bef54e67027808cfb671828234e96ed395bf2597a041198
ios
allowed
jailbreak_detector
false
1
DEF2025_00002857
1,766,551,538,456
128.145.131.118
clean
Python-requests/2.31
980de396fe13e0ff3c39cbd97ccfe11fa9806d6f10df9f1fe2821206230d7451
claude-3
persistence
benign_query
1,894
0.956
false
1
50
74b8af15fd37c236d09f7757f8b1afe27600395d53712dffd96fe3e40134eba6
android
allowed
jailbreak_detector
false
1
DEF2025_00002858
1,766,555,497,686
177.246.152.199
clean
curl/8.1.2
ab9b39490b1c87401fa51c0c85431e4a3a1697a0f91ad31629ac7fa7645d932b
grok-3
reconnaissance
benign_query
2,477
0.697
false
4
19
c96fbdfed2ff52357a7a5aafd9f50b5400cb05ac1e54ac9c00b50c1503dcb4d8
macos
allowed
jailbreak_detector
false
1
DEF2025_00002859
1,766,570,497,746
31.112.223.171
clean
PostmanRuntime/7.32
b00e998e9d4a679988f4975b805b6d971e7233478680a5b7dc6b19c52acc121a
llama-3
defense_evasion
benign_query
2,895
0.298
false
2
39
990e12a6616a34799b680a307a812778a60e0a3263d89689bbdd438f267b351a
ios
allowed
rate_limit
false
1
DEF2025_00002860
1,766,549,017,697
188.235.132.163
clean
PostmanRuntime/7.32
59137f18796c9f75e3a224bd52d505cc26c918db98ef8389c5df0319ac235354
llama-3
persistence
benign_query
1,723
0.195
false
1
15
60997bd1f5e2dc851219dcbaa9261d1968b3874b5328dfc6eed84989dcd82ca1
android
allowed
toxicity_classifier
false
1
DEF2025_00002861
1,766,547,458,475
20.88.48.202
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
b0133acdaf7c4ae297437effb355721391704b1cd4300ce69c5811569a88c934
llama-3
exfiltration
membership_inference
1,119
0.936
true
10
398
045acf7acfa2067b896eb37eeec6156eae504932bd7bb9f4f9ca81c3ebc2bbf4
windows
blocked
jailbreak_detector
true
0.93
DEF2025_00002862
1,766,590,538,012
2.110.128.22
clean
Python-requests/2.31
86f5f4b1bfede8efc77af09bb657fcbc05361405f1f5a607c6311526975f24a9
llama-3
impact
benign_query
639
0.33
false
1
48
c2df0c21348e29057a8fc423473bf8415c5816bd97cff9547a3d17519a56b40d
macos
allowed
content_filter
false
1
DEF2025_00002863
1,766,548,237,728
194.175.29.121
clean
Python-requests/2.31
73521ef78cc5ecb234ae95a06e00cbdf9e80085d6af8f130ec981587790effcc
llama-3
impact
benign_query
634
0.432
false
4
26
f22ae7d9eaee016cd33f58105828ef081d1796968d9b9b93f4f60a114d85c62d
ios
allowed
jailbreak_detector
false
1
DEF2025_00002864
1,766,588,858,541
103.198.127.30
clean
curl/8.1.2
843a13b341ea5ef9bb05bc524d919aaff5325825a639e5d37c5f7b03a6f3a920
claude-3
credential_access
benign_query
615
0.715
false
5
43
4699734ba514ab2eb1ca1b3d8ebb847bf2e0cf473cc97e4b0ff073db25e30d66
macos
allowed
toxicity_classifier
false
1
DEF2025_00002865
1,766,518,717,935
149.133.133.93
clean
Python-requests/2.31
1a7c06763ed08f3b6fd53995abd5a696a8fe2f088509d286a4e46677d527a55e
llama-3
execution
membership_inference
3,081
0.259
true
2
40
8f0df11541bc8d46e50b4dadc03480518ca7ab0a23bddad10397eeef1a0062d9
linux
blocked
rate_limit
true
0.97
DEF2025_00002866
1,766,539,177,864
3.22.251.216
clean
curl/8.1.2
b6af28525d4bb392b2d15702a7cf0e48aa6538577c0136718ae73b1cbc598d7a
grok-4
collection
benign_query
3,614
0.128
false
3
40
1b109c52bcbd20362f535096929e853b872dcaa87e4b21ed3127164dc537f30b
macos
allowed
jailbreak_detector
false
1
DEF2025_00002867
1,766,564,618,454
186.230.224.247
clean
Python-requests/2.31
18ca876653b6b8bc32440519f55f9c6748272fdc95c55f0c28d4221031b9b9e2
gemini-1.5
collection
benign_query
2,140
0.815
false
4
12
b2e68c78d7f21202c186c721926a3c50b6b1bd34ea407985c123c55732491668
linux
allowed
rate_limit
false
1
DEF2025_00002868
1,766,555,258,542
196.172.156.238
clean
Python-requests/2.31
5acbe898c52d7860c77a7e2927d62b3ddebbd54224ecf079fb44dfb360b45743
gemini-1.5
reconnaissance
benign_query
1,588
0.769
false
5
10
850ac6900aa8c0974c5cace35cf909e6972907ec4f9064ba5ed18518fe14c87c
windows
allowed
rate_limit
false
1
DEF2025_00002869
1,766,526,338,481
185.194.230.245
clean
curl/8.1.2
2c2f93c7f9301d11d78607fd570f260c925f9b2e1413dc29b0e8298f00df2779
grok-3
impact
benign_query
3,913
0.858
false
4
18
50f3a9c3a3d8a46f53c63a7c43fb849b7550e016071d2e5b97b51eea8ec4be07
ios
allowed
jailbreak_detector
false
1
DEF2025_00002870
1,766,581,537,663
192.88.36.177
clean
PostmanRuntime/7.32
287b60aab236ef6c9c6ded69a1d4f8fac52e6f9f6943018769def20c61f70db6
llama-3
exfiltration
model_inversion
733
0.366
true
3
25
7fb351c812deea44a79bb081452d11870767dc87268f6ae87e466e2a944abdf0
macos
blocked
content_filter
true
0.93
DEF2025_00002871
1,766,537,617,963
208.170.163.250
clean
curl/8.1.2
08c6e5fabf15496da155e731ededcda7d4a135cb2728c4cf68dc381cc63b766d
llama-3
reconnaissance
benign_query
2,520
0.838
false
5
41
051c459bca8fee3d2e7fc3fdaa70384a7d4a1bf754e40bda696032e2d539383a
windows
allowed
toxicity_classifier
false
1
DEF2025_00002872
1,766,569,778,073
97.186.26.204
clean
curl/8.1.2
991e195fbdd87e8a25bc1bbd62bceefa174a21b10037cf2754c0b5fa44f41d9e
llama-3
lateral_movement
benign_query
3,348
0.638
false
2
49
eaf22e111245a549aef3ca2a1e091c08031096e230226895d38981e52d21e11c
ios
allowed
toxicity_classifier
false
1
DEF2025_00002873
1,766,571,217,920
25.113.28.140
clean
PostmanRuntime/7.32
22871c2bd9a06c513b8da653ccc500962d74a35101890cbea0865d8b2a89a5c3
claude-3
collection
backdoor_trigger
2,073
0.478
true
3
50
f867b1dcaccfc676d9485ee648d91d5a3fb0b4f2263a03cb7952a02951fbbb7a
ios
blocked
rate_limit
true
0.99
DEF2025_00002874
1,766,555,798,216
11.182.35.67
clean
curl/8.1.2
f3c7303cf232bc73a25d7615bb7105f72441b9698955dc1a142bbe4cd0004fbb
grok-4
lateral_movement
benign_query
2,933
0.29
false
5
36
c9e9be799e1da1c7854ea22a64faa6f2d5a9563cfa5a626e7767888cd946db70
linux
allowed
jailbreak_detector
false
1
DEF2025_00002875
1,766,584,297,672
159.44.164.86
clean
PostmanRuntime/7.32
807983020cf49578e849701b44765defb94acd93b910d8f825b0bf9b0bea6f30
llama-3
persistence
benign_query
1,364
0.848
false
1
44
5d7e41b6c97bdf3c565ae1a4507b8498b30a0a026110f19de4d94a3cec530d98
android
allowed
content_filter
false
1
DEF2025_00002876
1,766,597,797,711
207.38.102.92
clean
Python-requests/2.31
5f29eac1441fa27d492e7a1521a3f20b869be831b8b118b0390aa84d3295d85f
llama-3
reconnaissance
benign_query
1,779
0.169
false
1
19
c573bb2c5848a2f55ca48daf6ee4d2983c0b44664019c0865941feca9839aac2
ios
allowed
jailbreak_detector
false
1
DEF2025_00002877
1,766,581,177,759
164.19.75.155
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
c5d75285090bc0de4b6b12a71267a7ddf5289fb78e03618bd575920b7fbf8656
llama-3
collection
membership_inference
2,458
0.016
false
15
380
ad1385554e8ec957fac2e92cf20b22c05b93aec475cfe91208c0e49b8f42f376
android
blocked
content_filter
true
0.89
DEF2025_00002878
1,766,555,798,607
211.191.41.78
clean
curl/8.1.2
b9ca91c4796b09ea805fdc090aad7c4c70b084728d53fd1af499f274305dcef7
grok-3
defense_evasion
jailbreak_attempt
633
0.221
true
2
35
d272ce79a630840c93062f34fdcd1acc47e0067dd0b822fc4f9ff97d1a0aacfe
macos
blocked
jailbreak_detector
true
0.93
DEF2025_00002879
1,766,585,737,823
130.104.1.175
clean
PostmanRuntime/7.32
70c0ac84db13c8797eb050039f3e519b74ba3fb0613aacde91cb8a9040c34c31
grok-3
reconnaissance
benign_query
2,447
0.557
false
1
36
9aae81746b1cbd53f6d975b3c0b183d079b6e1e9f4567da6d4d4de96e7e11f64
linux
allowed
rate_limit
false
1
DEF2025_00002880
1,766,600,437,646
170.56.172.164
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
29a5484cefcc47adc8ae324448162c3718700a23c92565b3bf5fe88e604b1be3
gemini-1.5
credential_access
backdoor_trigger
2,669
0.307
false
23
291
7679929e194b4c6471d7cbaaa019079f84dc3f01d33b692979b37dae5c18751f
windows
allowed
jailbreak_detector
true
0.92
DEF2025_00002881
1,766,592,758,165
170.157.46.33
clean
Python-requests/2.31
890a3ec82f3dcf2497bb40924347774a5ff539c1ce3088aa8f413d55f11bdaf3
claude-3
persistence
benign_query
3,407
0.571
false
1
43
d7dd4355dab4a534a127d227df5c461cbde63795466eacdc351614e74da93821
windows
allowed
toxicity_classifier
false
1
DEF2025_00002882
1,766,528,978,418
190.148.211.124
clean
curl/8.1.2
e82684f7ef4bc08cc9e0f4b4fb06543bd1aac3612850e330b143d36d0c8ddcf3
grok-3
reconnaissance
benign_query
3,680
0.789
false
4
12
dd17e28f6caaebcb894714c6443eaa6ac7662b11e0b90834fc18dd0eb1736dd9
windows
allowed
content_filter
false
1
DEF2025_00002883
1,766,548,358,127
10.42.84.219
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
7792f2c0b3258745da13ff27cc8d1461093b862dcd6e13deb8639e87b4a6b122
grok-4
exfiltration
jailbreak_attempt
754
0.387
true
28
257
423cac79580e26ed1993e21379db098eba07a98404ee1dbcdeb6504322b2a923
linux
blocked
toxicity_classifier
true
0.99
DEF2025_00002884
1,766,598,037,750
195.21.58.21
clean
Python-requests/2.31
db4a42b6ac040d75f1a0f2f85f6dbe778782afaff36df24f9a7372975bbdda17
claude-3
impact
backdoor_trigger
4,040
0.935
false
1
13
2a330abcfbc399bb48e38780c49f2eab0d863956d8e6470c5ff1705333ac467b
macos
blocked
jailbreak_detector
true
0.87
DEF2025_00002885
1,766,562,698,145
104.159.121.80
clean
Python-requests/2.31
eb893ff62172e2bcecef086e14eee9ebb7c11d70eed47f8e76d10f0fe51d696d
gemini-1.5
persistence
benign_query
3,763
0.955
false
5
46
bdb48833cf19f3735210aed65fe6eb42692deb20d0e541f719164cf8427f25e0
windows
allowed
content_filter
false
1
DEF2025_00002886
1,766,600,738,206
36.49.210.231
clean
Python-requests/2.31
cdaf00ab4c2689a30e75646060ae90b8a82512e9a2d1e15b7b925bd1bfeea207
grok-3
initial_access
benign_query
1,836
0.935
false
5
20
b9084f90698c762e35d0caa1e9dd9a77d129aad7718261ef951814f82c925f87
ios
allowed
toxicity_classifier
false
1
DEF2025_00002887
1,766,550,817,767
33.172.252.197
clean
PostmanRuntime/7.32
6b023104015cfd57b73de0925e5871258eb8d89c8f58bab4a1934657f85e0ca6
llama-3
execution
benign_query
2,056
0.192
false
2
40
8170fe2edfa175b60699b959d331ff3c43d8bd067c61963413f9904adcff899c
windows
allowed
content_filter
false
1
DEF2025_00002888
1,766,565,878,441
126.144.92.229
clean
PostmanRuntime/7.32
30cd3f951508da73bb16805c5086b5709c92f5d3921b6fc5b3bfdab9f75c0c7b
llama-3
collection
benign_query
3,969
0.325
false
1
45
60bb8bee1fde7c998b3ad7ec25cee709f841c3bc093e82682e74299a7a8c7d30
ios
allowed
jailbreak_detector
false
1
DEF2025_00002889
1,766,554,178,437
125.226.40.75
clean
curl/8.1.2
9860aac111bccc34c9b4714df8458515edddddf815d37a5a4b89bfdced2ef552
grok-4
discovery
benign_query
1,431
0.365
false
3
35
50687551bab213804d9440a0695a962522fa4e5d425ba9a686ff5d0f660df122
windows
allowed
content_filter
false
1
DEF2025_00002890
1,766,579,378,517
222.17.192.79
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
c973eb1e7923ad5180fb29fd2a2ff5e9401bd92cc9b7df64885232d139099bd8
grok-4
collection
adversarial_example
1,886
0.043
true
13
384
0f2b6d6fc3a3d88933a18f46285a46874788eded157ee3778d601524ed7b8b85
android
blocked
rate_limit
true
0.97
DEF2025_00002891
1,766,564,738,031
147.97.166.39
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
ebef747e498c6f83b60254ba1c3434c309fd7e36edf0de6e4606185b91008f1c
claude-3
execution
model_inversion
1,674
0.55
true
11
218
e1545a23ac9d870a4773209312d178230506f46d3544b50510e1c8b706ae0adb
linux
blocked
toxicity_classifier
true
0.91
DEF2025_00002892
1,766,567,978,396
202.144.134.202
clean
PostmanRuntime/7.32
a451e1c7156f02b9b874589842f0d586d2b052be5761aea8292d2ac1906b0958
llama-3
collection
benign_query
519
0.679
false
2
30
3cea54c42adb344fc4dc3cc5841e67101b815dc29b02a7035496a47c0ac942d5
windows
allowed
rate_limit
false
1
DEF2025_00002893
1,766,569,718,474
28.81.96.27
clean
curl/8.1.2
b76e0461199a5f26369bd89391beb5b03c5ba666075bd9aa2c0b55f987df41a5
llama-3
defense_evasion
benign_query
1,531
0.481
false
3
26
d98c9893a97ac5657df3ff9ede0a1b74d9e51b738b38c102035583686e83b617
windows
allowed
rate_limit
false
1
DEF2025_00002894
1,766,561,557,895
161.168.161.184
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
71c72d421d6c337887960d00cae719ab1ce710c19b94b9937287c2c99f3e05c3
gemini-1.5
defense_evasion
model_inversion
3,558
0.666
true
24
311
851b8d3abbbe5c8ea0d0d51d91b37304aeab9c8caf95aa03f2e7f00041960263
android
blocked
rate_limit
true
0.91
DEF2025_00002895
1,766,569,898,193
23.60.67.10
clean
PostmanRuntime/7.32
16d4d4f1feff82d9af59984ec0650fc7b93c9da0ae6837cb0b73e380ae0464c5
claude-3
lateral_movement
benign_query
2,977
0.762
false
1
44
2e4116d9fc5e7880f4b22831b0c4bddafd67ed63b3a66c6825dc8ecc5a1ecc28
ios
allowed
rate_limit
false
1
DEF2025_00002896
1,766,521,958,342
202.252.80.112
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
916ca2827352e46341a0f308e03edbc64dca108427597337fbfb1d7255d168b3
grok-4
impact
jailbreak_attempt
3,138
0.896
true
10
377
8105d332fc323c2fc3bdf1411bdf1cd374b247f55a12a71655c56bf3970af562
macos
blocked
jailbreak_detector
true
0.98
DEF2025_00002897
1,766,569,238,358
53.242.148.211
clean
curl/8.1.2
d21e9db6c5300a14344a0b038dedbf21031596c5d153c8666376602ff71acbed
gemini-1.5
collection
benign_query
1,578
0.118
false
3
34
eace57ec9357d7af2ca1b4ba6c24d70a4ac3a1d6dc31ceb7b63bd95a9383691e
linux
allowed
content_filter
false
1
DEF2025_00002898
1,766,530,178,112
168.41.219.76
clean
PostmanRuntime/7.32
a9a77db24cf8be2b6a70affd9ab90dac974b7d418188aac57702d635c6fe429b
grok-4
credential_access
benign_query
2,995
0.459
false
4
26
6b32c52b3688587cff887afb9b1a210d165a792242a17a88945ceeec426eaa35
macos
allowed
rate_limit
false
1
DEF2025_00002899
1,766,544,938,593
18.161.97.2
clean
PostmanRuntime/7.32
55b2d49b624514054c15847020ed5648c004a4bd66cd1170ba90978c6967caa8
claude-3
collection
data_poisoning
3,479
0.577
true
1
26
beb47af5cfc85dc54ea00cf59253a4dff9645f3796188da47e4d883feb886618
windows
blocked
jailbreak_detector
true
0.92