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_00006900
1,766,546,751,034
109.30.1.238
clean
curl/8.1.2
7897f673a0ca085439e3a659b179f3c147a5e5364547e009efd3bc0febf652a2
gemini-1.5
reconnaissance
prompt_injection
2,070
0.461
true
2
24
35b80169bfd12fbb85e3fd4ed13b4b4dda950e95972f5755c65272d635c25e40
macos
blocked
rate_limit
true
0.99
DEF2025_00006901
1,766,538,111,333
114.142.127.230
clean
curl/8.1.2
e593f0bf6bb36f19b125a90fd6976290752081794fff60efd9bf1bd3f639d0ab
llama-3
persistence
benign_query
3,463
0.165
false
5
33
7ffe6c09438612cf352519fb1353812cba0a8064e65a130dde380e6008882243
ios
allowed
rate_limit
false
1
DEF2025_00006902
1,766,596,970,781
209.26.103.40
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
5dbdd1e879c129390f1b080c2efdb17f31b23c9974432b527f220cf674ef973d
llama-3
collection
prompt_injection
1,186
0.487
true
10
84
99a153d7d4f0623ffa6dc9ee2535a13e61b3d5527e965fcb43946aa87fba1d4d
windows
blocked
jailbreak_detector
true
0.91
DEF2025_00006903
1,766,554,071,097
202.133.136.151
clean
PostmanRuntime/7.32
67c8115e531da4a4e4355ccbb6b73d08a7cd3b7e90a98ddbf8b1a513b9c06010
grok-4
execution
model_inversion
1,043
0.561
true
3
47
6367dbd5e6e5893cb8bcb921afae92d36620ccc82737c1768b25a801bf6d73ab
macos
blocked
content_filter
true
0.91
DEF2025_00006904
1,766,588,930,821
41.68.250.206
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
c5197c58cbafaa0e009ca58c9b45cde6f9696ca2361f2db14fac43d9f946ed74
grok-4
lateral_movement
jailbreak_attempt
3,829
0.071
true
16
189
78fe6968c2b1d7ca49b4a640c78da255a956f65b9eac4f1ac1c31d1e9193c621
linux
blocked
toxicity_classifier
true
0.86
DEF2025_00006905
1,766,581,191,455
218.19.193.68
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
7dc01a3ef1c740b8dd341c966bc134a47c03b9723aac092e8bfd6ea31e702034
grok-3
credential_access
jailbreak_attempt
3,191
0.689
true
5
250
8463aeb2b05a6335561ede15a83b70df346ca813809c4a04f8f151c6912324a3
linux
blocked
rate_limit
true
0.86
DEF2025_00006906
1,766,587,370,746
152.223.71.57
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
9b24f88969a5a092e5ae3adc2537555a952e83477e8cf26d342c08c39d91dfae
grok-4
defense_evasion
backdoor_trigger
2,472
0.237
true
16
365
b7d1921af5afbaf93fd6349e4ab254df463dc51cff12e74ea1886b84336b1d12
linux
blocked
jailbreak_detector
true
0.88
DEF2025_00006907
1,766,541,591,124
188.151.176.235
clean
Python-requests/2.31
58990c1bf779b28e106565fded9f03502d64b521fdaf5de3ae506dbebb8aecc9
gemini-1.5
lateral_movement
membership_inference
1,372
0.696
true
1
22
814290eff7e4a58d1c4ff2e97d0c91e0a3b67175ba739e33b7f0236b36228c61
macos
allowed
content_filter
true
0.98
DEF2025_00006908
1,766,590,071,631
13.41.51.126
clean
Python-requests/2.31
f5e152003ce78aaa7196d56dcec00aebb0c9a82faf727682303cfef609c42e46
grok-3
persistence
benign_query
2,013
0.284
false
2
18
8c8bfa052075837ca22dd1ad96eab94d75d6dbf1f089b23eb2ca2653c55e5fec
macos
allowed
toxicity_classifier
false
1
DEF2025_00006909
1,766,548,611,557
213.144.165.171
clean
PostmanRuntime/7.32
38843c2360d9789085b1aa83d824df23315b47ca7251894baf99c3c278cbac37
claude-3
initial_access
model_inversion
1,731
0.185
true
4
23
4c8b42d1a3f32ced624edcef7a7633c078d41dc25d6def341992bc6ede941b32
macos
blocked
rate_limit
true
0.97
DEF2025_00006910
1,766,588,391,001
208.202.205.16
clean
PostmanRuntime/7.32
770d48e23d6313d17cea085cd53248575d62bf555c4326f2d9f4fc0d9b267491
grok-3
defense_evasion
membership_inference
3,881
0.383
true
1
19
b9422a29bdeb497483fe5d552980ecfaef7b75337465deeff48dd86e430d0c8e
ios
blocked
rate_limit
true
0.9
DEF2025_00006911
1,766,579,631,378
169.125.170.192
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
c1d62cc5c4dbba5eb9bb02ce0a4a38c2f623f5921bbf91fe7a745417cf7b9da0
llama-3
exfiltration
jailbreak_attempt
1,971
0.846
true
21
244
84d208926f8a0f38315208e2d997fa9fa691e058c98ac8936e332cbbb8bea30e
ios
blocked
jailbreak_detector
true
0.86
DEF2025_00006912
1,766,587,130,909
146.109.239.147
clean
PostmanRuntime/7.32
06a627680a8fc5e23286a4e19d1897285f4b5c6114dcbef6d6bcc0158f09aa5f
gemini-1.5
defense_evasion
benign_query
3,765
0.953
false
2
42
9b9e7ec24303e935e5eb1ec5d7b9b61c08c2e9b493668f9ffaed52b59a247af1
macos
allowed
content_filter
false
1
DEF2025_00006913
1,766,547,111,683
151.2.53.200
clean
PostmanRuntime/7.32
237cdcc0fcedb01712fabf2de426ec8f0c4ae4457baa40c74b63482ffb534081
grok-3
reconnaissance
benign_query
1,026
0.152
false
1
20
aa1a4606a2b8dca71b74a4df4688423198b68111c446a9e47b7f5c92a6db42be
windows
allowed
rate_limit
false
1
DEF2025_00006914
1,766,579,811,071
53.232.89.195
clean
PostmanRuntime/7.32
34f548198893df5677bb505e00f467aba93964fc9d6f0ab659e7a65c68ddbac8
gemini-1.5
reconnaissance
benign_query
1,247
0.458
false
4
42
88ee42b159a6811cb304283d0ec32a2917246e5e7b9de0c415bbd2a6f90a598e
linux
allowed
rate_limit
false
1
DEF2025_00006915
1,766,576,451,704
156.13.241.228
clean
curl/8.1.2
15ec06d96acd0ae4326957adc80332a6bea648c8c677cbbcdb8e6d101682e9dc
grok-3
persistence
backdoor_trigger
1,063
0.36
false
2
18
3003522beb6756e6bc1ebcc692d0876bacb1a5c94211a5307aadd0df551b0623
macos
blocked
toxicity_classifier
true
0.91
DEF2025_00006916
1,766,529,951,114
96.229.208.52
clean
PostmanRuntime/7.32
a426db70e3178883a31bc6ba1da5b566e453e860366565301c86f97a807a9b8f
gemini-1.5
exfiltration
adversarial_example
3,792
0.118
true
1
19
b3e205f60c51532913b18f6d1dd89827b00cc6a833872d2e47650d23a7e25193
android
blocked
content_filter
true
0.92
DEF2025_00006917
1,766,578,611,365
105.49.0.140
clean
curl/8.1.2
74608175c39b8895d045e34358bbe66e8d8e7b28d854406e3d9b8976a0b95974
grok-4
lateral_movement
membership_inference
3,888
0.712
true
5
19
8d9b39c155bbd813b5e462c34f6a861bef196056ec7afbc39a93512113914ced
windows
allowed
jailbreak_detector
true
0.87
DEF2025_00006918
1,766,548,250,932
11.18.174.87
clean
PostmanRuntime/7.32
c9aeeb872bb945e46c6877695e08e0d0ba5984cdaf5863b05324ce6e166ed1a9
gemini-1.5
discovery
data_poisoning
825
0.745
true
1
44
3b5e6be29ed0be3443ba0bf315b4897bd35f4b1729e59dee1dbd987d99770382
macos
blocked
rate_limit
true
0.85
DEF2025_00006919
1,766,535,950,792
82.245.71.150
clean
curl/8.1.2
24d5c5aba721d7130ba587142f639dcf9c30222cefc1e2f1eae3c9064bfe86b5
gemini-1.5
persistence
benign_query
4,039
0.55
false
1
27
52f98667809d2c9fc2ce696e0e3afe79842ae7102898185209fdc8f3924de121
android
allowed
jailbreak_detector
false
1
DEF2025_00006920
1,766,561,271,420
196.233.202.184
clean
PostmanRuntime/7.32
f787949774016f7cb0d5b397f9c856a8799f8f0f44efef309906310a56f39b02
grok-3
execution
benign_query
1,516
0.846
false
3
10
90821eb317091698d7a0ed3ed0a3a3aa614dd4413d156dbd6897aebe1309e0e6
linux
allowed
jailbreak_detector
false
1
DEF2025_00006921
1,766,574,651,210
69.234.35.4
clean
Python-requests/2.31
4970a713ebf884081373967cd80cded7552ebcbbe67cf81a067c67a550f81478
grok-3
persistence
benign_query
1,948
0.532
false
3
43
7191d6ea0ca3a8c5ecb41e298071c4754625f9b18d2ea5d5141d3fe59c04a554
android
allowed
rate_limit
false
1
DEF2025_00006922
1,766,548,491,684
189.200.199.31
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
9f0fc014ba2be25546f460f471400495d710fc3a9365e209da2e89f0520133ad
grok-3
execution
membership_inference
2,157
0.825
true
9
348
1a0e697e03e4837933f6e46a04babb6692c50026221e0d905e5aba34398d6f1b
android
blocked
toxicity_classifier
true
0.88
DEF2025_00006923
1,766,521,430,779
17.132.147.159
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
d0f311b111fde81fff9a8e37e79a17e922b8f9ddbd7cc31849e353184ce85c0b
grok-4
discovery
data_poisoning
1,225
0.55
true
8
303
b8dad928ba4a0d2e8d38fccab687b57ba8d4a076608df4f71be8fe07160e26b0
ios
blocked
jailbreak_detector
true
0.89
DEF2025_00006924
1,766,558,270,985
9.65.137.127
clean
Python-requests/2.31
9d933124dd7e56f9461d18dc2e4b8755111153d3131b15ed2d47caea8071b8b0
claude-3
lateral_movement
benign_query
1,699
0.457
false
1
22
4160f092c67e1694cf3cff436b4dd2afb6e620a20beb2084548efe02aecddefe
linux
allowed
content_filter
false
1
DEF2025_00006925
1,766,593,191,341
187.164.113.22
clean
curl/8.1.2
fb1fd1cefaf5dfedee65363a753d7ccffb35cde7c389084e6f3b87f23c3aa19d
grok-4
execution
benign_query
3,880
0.568
false
4
34
984acf0bfab8da7828a324a8d3d9488662d9fe95a6c38795504b44adb633eef5
macos
allowed
rate_limit
false
1
DEF2025_00006926
1,766,530,850,795
44.7.10.75
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
d79cd0bcaeba90133fe9c195bd82630016ffee33f80fdcc7c549afb3ea777ea7
grok-4
credential_access
jailbreak_attempt
3,832
0.476
true
10
50
22940c9410d3104405562170eabdaa5cf298831b7dc5980655761d5181b7817d
windows
blocked
toxicity_classifier
true
0.93
DEF2025_00006927
1,766,534,691,118
178.122.169.26
clean
Python-requests/2.31
35b8bf703799c6ee5e7d5ec2497aa4cec4c3d5622b1137c4cd2b97a5b62faa1d
llama-3
exfiltration
backdoor_trigger
792
0.652
true
3
43
d9ba5d2a855fd2af7e1be01d80c3f066fff8195818962a0ff34c87af1d8ad394
macos
blocked
toxicity_classifier
true
0.89
DEF2025_00006928
1,766,579,031,643
104.208.36.81
clean
PostmanRuntime/7.32
c7b8c9c7a1277c3596ce1fd072d93c53677aa3242672ece0433138187789f010
gemini-1.5
discovery
benign_query
3,614
0.438
false
1
12
8f6e24c2906f15cf9ac6fb5033bd6cfc6077467021e772d29063ba61280f8604
android
allowed
toxicity_classifier
false
1
DEF2025_00006929
1,766,584,851,749
131.104.241.232
clean
PostmanRuntime/7.32
0af354447b6bff5da3b195d6e5c4f8d5cd6bfd2c98a22b8c7c691041a8fb2f1e
grok-4
initial_access
benign_query
3,171
0.247
false
2
18
bbef09b42aedb02d08cde6aaace7dc277a44d0524d757ea45006e4d94b5c8ffa
android
allowed
rate_limit
false
1
DEF2025_00006930
1,766,518,190,814
21.86.206.224
clean
PostmanRuntime/7.32
18bc878e0829b24482e603d8e21d666eb283a7d74b121eaaefb76c63dc754284
grok-4
initial_access
benign_query
1,008
0.285
false
5
38
56b31a0025033e76efda0ceccb767a17e4d636fede4e13f75ee222b4197def0f
android
allowed
toxicity_classifier
false
1
DEF2025_00006931
1,766,587,251,457
184.86.1.125
clean
PostmanRuntime/7.32
de5fafb32d3b3ce57106717d257b99600f4419dbbe97e2d7772a2fa3442c8a90
gemini-1.5
credential_access
benign_query
2,066
0.966
false
2
43
1366c924bf021d12d7671157f0890669a1a6d3fcacce892911e7331457ae8ed6
macos
allowed
content_filter
false
1
DEF2025_00006932
1,766,539,011,470
144.134.57.145
clean
Python-requests/2.31
172a0a3e69b8f0748ba14128ed211bec4fc7d9fbbd55a95d8c568a77a40a5459
grok-3
impact
benign_query
1,568
0.397
false
1
28
e629bd7a67708de2d87c8c82f769962925c7be25ba467bcb9793eec6c11b133c
linux
allowed
toxicity_classifier
false
1
DEF2025_00006933
1,766,594,451,225
161.34.81.173
clean
PostmanRuntime/7.32
60b4de18ff529fc7a96d12c3953402c304161c28aa2cf4223ead26576413acd8
llama-3
execution
benign_query
2,783
0.56
false
5
15
9f1cdf5a55c10ccd2a6c9ef4840d441f9bd281334e5c11b6af91ac4bcb20c8a5
windows
allowed
jailbreak_detector
false
1
DEF2025_00006934
1,766,573,871,605
30.149.168.17
clean
PostmanRuntime/7.32
84839e68300e1a2330ddc011405370062cd42bf8691dada4a123ff0d533b2c60
grok-3
initial_access
benign_query
2,112
0.147
false
2
23
054a89d9b2cde4a8a20c9a5fe5bb1fb166676df67f94696353df78485d51559e
windows
allowed
jailbreak_detector
false
1
DEF2025_00006935
1,766,536,251,057
47.92.139.159
clean
Python-requests/2.31
3398218fb8127aafc67de2347daffaa41358ac996c82d6ed855ade5a13ec972a
claude-3
discovery
benign_query
2,700
0.073
false
1
31
458043c455e646d1cb2545ff81b836b5cf2cbb70098a3bd6eabd0c28e53a29b6
android
allowed
rate_limit
false
1
DEF2025_00006936
1,766,576,511,454
160.114.39.188
clean
Python-requests/2.31
a371db7822b398ccbbc04ffedda631e1f53aa95416ba1d923f189d744dc26e89
claude-3
discovery
benign_query
3,232
0.434
false
2
21
dc92962edf93ca3d0c582675f3e38e491ee15923dd400ba3d02aed95307573eb
linux
allowed
toxicity_classifier
false
1
DEF2025_00006937
1,766,586,411,279
145.95.151.239
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
73fdceaac686f48642cec726d50be6d8aa9c785f2ca5ce8f4e8a5e014ba5ab26
grok-3
defense_evasion
backdoor_trigger
1,491
0.507
true
20
145
d6239d62a388c0b8835ddea78e8fa334e9ad34b00d8509ab632598611307a033
macos
blocked
content_filter
true
0.91
DEF2025_00006938
1,766,559,650,960
151.245.106.211
clean
Python-requests/2.31
fce5b385e3fbc39f12ba2935abe4f8733a323a91571655b589cac790a5fb338f
gemini-1.5
exfiltration
benign_query
1,560
0.314
false
5
48
dc880323a536fe6e048297375c66bcfe2ba77df6bfaa2c0f2caa74af2dc40c29
linux
allowed
jailbreak_detector
false
1
DEF2025_00006939
1,766,566,011,664
152.20.186.136
clean
curl/8.1.2
b39ac543efaed7899c0114b0fb0b06e8f0b9055d6f773f379542c990e4f66ed2
grok-4
credential_access
model_inversion
1,089
0.743
false
1
42
19b924b7651c9bc04fa0bfcdbdff0473b0d3c583aeefee544be756841e26182d
linux
blocked
toxicity_classifier
true
0.88
DEF2025_00006940
1,766,546,931,119
204.107.153.176
clean
Python-requests/2.31
30868173382ca75b528bea21e56e3eb99bb483656f7535d734beedf09051d0bd
llama-3
execution
benign_query
1,411
0.339
false
2
40
6f2b14dd8f4d008a0da6404ac644a2e68ba7f6e790954c2cda5214c65f00f524
android
allowed
content_filter
false
1
DEF2025_00006941
1,766,567,631,068
60.86.131.193
clean
PostmanRuntime/7.32
bd56dcf00ada56952ed0fe48e3e1b1b6c0688ddae116fb25dea4aa627cab171a
gemini-1.5
reconnaissance
benign_query
2,709
0.925
false
1
23
3681863f0bb2c5256068adf65b699b63465897a40f93e5994dcfb27c79cf1147
windows
allowed
jailbreak_detector
false
1
DEF2025_00006942
1,766,561,210,966
163.126.92.108
clean
Python-requests/2.31
d78aae0ccc61b0f93f0981e592276697ba0577d5d1fde04e02e705ae25c51c56
gemini-1.5
discovery
benign_query
1,013
0.666
false
4
35
55facbed6d03d18a971fffe7ccbbac34d067bc5f33f11cd7b31bce80ecb06755
linux
allowed
rate_limit
false
1
DEF2025_00006943
1,766,564,871,480
176.173.140.152
clean
PostmanRuntime/7.32
9b98008a95428cdefc07837d89df624bf7ce7c7f1a5868e6f1f94b00187a52e2
grok-3
exfiltration
benign_query
819
0.015
false
5
31
fa8e4ae7824dee854d25999bce4b28f4a6603d8f3879ce01ea3cd5e58556a627
macos
allowed
toxicity_classifier
false
1
DEF2025_00006944
1,766,593,011,130
28.208.242.18
clean
PostmanRuntime/7.32
4ed14c26dc73b99211b74e9bf09637a8f04f294fa9eedf053faf5a88317485ab
grok-4
impact
benign_query
3,408
0.295
false
2
11
5abfe5d0fbc0f2fa969a351bda70d8aba8cd77b7964734358aa8115d877b94e0
ios
allowed
jailbreak_detector
false
1
DEF2025_00006945
1,766,555,630,978
182.57.152.40
clean
curl/8.1.2
8c3963e900b760c00a9dcaca9d30c460966aeaec41cd91f5e63e7dc30bc8609c
gemini-1.5
reconnaissance
membership_inference
3,643
0.145
true
4
33
d8d520bff98df0d065bd1121513fa279b7612336c509d7d58c9c0acd343ea774
ios
blocked
toxicity_classifier
true
0.9
DEF2025_00006946
1,766,576,091,169
65.175.165.209
clean
curl/8.1.2
fc64c0e78faf01a17142180838f7b8979716f20e4b9717a2e86ec93c38676bc8
gemini-1.5
impact
benign_query
3,282
0.062
false
5
14
a65fa385ba6c582cc020ba63694743d7df29777b309bdbb924dc1cc56ca2c10f
linux
allowed
toxicity_classifier
false
1
DEF2025_00006947
1,766,551,310,870
141.74.53.15
clean
curl/8.1.2
d85eb4d7f17ee134608a7af19ec518a57907215eaecc2862a1b2e9060567d2bf
llama-3
execution
benign_query
1,290
0.948
false
4
39
97548dee819091d85818c312fa198b5bbfc53404d5dc3e6a31b970484a5b03f1
windows
allowed
toxicity_classifier
false
1
DEF2025_00006948
1,766,588,870,960
6.20.233.107
clean
curl/8.1.2
fa94a493c66d5e7cf865fc807bcb037e961c616a81aa725a9eb71d8f4f55f0c5
claude-3
credential_access
model_inversion
3,507
0.922
true
3
49
15a2be68143c10756a5395318a40483c4c0648188b0cbb102cec8c32b4d9a34f
macos
blocked
rate_limit
true
0.98
DEF2025_00006949
1,766,522,331,173
134.235.236.5
clean
curl/8.1.2
214d648a39a08c3901542aacec1fe32502cab30828a189696ee8e0484fe8bf08
gemini-1.5
credential_access
data_poisoning
2,359
0.247
true
4
35
6178c93427e3ce3abf8e8bc1d555ac17b31ccf654a2e3b79a984b5282a36c274
windows
blocked
toxicity_classifier
true
0.94
DEF2025_00006950
1,766,599,431,328
212.146.10.172
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
f68ef453b1a717a0b9230b89423384b88cfe9abe6fee4f9cd2461944968b59d7
llama-3
defense_evasion
adversarial_example
2,418
0.295
true
27
370
6ebb0610441e76e769b1de03142430529dd75da946cd3fea5bb6be6e0c616729
ios
blocked
content_filter
true
0.85
DEF2025_00006951
1,766,554,011,362
213.110.214.31
clean
Python-requests/2.31
53e3a92c62a59c7e4fc38f4bfbb62aa105b548a7f922ae37e276f28b679a8f3b
claude-3
reconnaissance
benign_query
1,710
0.68
false
3
12
477d36331d369f994b8347f04fa348e88304a4c9e66d223ece4d9e3f6fafd0b7
linux
allowed
rate_limit
false
1
DEF2025_00006952
1,766,601,771,544
13.186.64.81
clean
Python-requests/2.31
7cf6a88465f9d8a1066de9ffaadc3484c8227ef75f35fed9148378dc660fc5e5
llama-3
exfiltration
prompt_injection
740
0.28
false
5
13
87e4351de7f6f24c72979febdb5626341ae94bfbfec7f20a30fce9c4ee687932
android
blocked
jailbreak_detector
true
0.88
DEF2025_00006953
1,766,594,210,862
107.84.47.133
clean
PostmanRuntime/7.32
c3879c7e1e864be0a5aad2397a6d62d67d61b50c6d572cfc78eb8096900ce544
llama-3
persistence
benign_query
1,621
0.54
false
4
50
a6e35d33ab5000e068f1def7031133b8cae906dbc4f96ea2460fc4e1d725082e
linux
allowed
rate_limit
false
1
DEF2025_00006954
1,766,578,071,096
53.190.51.65
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
889153c851133e6ad1b9ef00c12358698fd4d0998a8e1f2df99129e8da628bcb
grok-4
defense_evasion
membership_inference
1,633
0.511
true
25
354
80db7c4026582fa040626f0589935b2f89dbb932c665fb48a0220fe07385d8ca
macos
blocked
toxicity_classifier
true
0.89
DEF2025_00006955
1,766,569,731,555
55.71.58.186
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
2e26b7f82bf4fe9d165f805a8c549ea3b5e7941fb19f82150a7f39f93db96f09
grok-3
discovery
backdoor_trigger
1,358
0.452
true
10
397
3ec46f93d2a6e6b546aaff3081225eb976ef0bbb8a185d52ac0baf2d0ce5ae7c
macos
blocked
rate_limit
true
0.94
DEF2025_00006956
1,766,555,571,375
68.171.7.135
clean
Python-requests/2.31
303a6c1ac34c228f7cee6b69c388ccad53e0376e380b499469a70170453cb195
gemini-1.5
reconnaissance
benign_query
3,905
0.71
false
5
21
6a6cec7250dc7a8d0fd5cc23fcd3672f61902d26fd18b0911231bbf06ee1c85a
macos
allowed
toxicity_classifier
false
1
DEF2025_00006957
1,766,600,091,071
3.152.136.112
clean
curl/8.1.2
cda70b3490a62a7e7399505dd6be0e7243eef9cb6650b8fc85bc0b804428c1e9
llama-3
initial_access
membership_inference
2,440
0.651
false
2
11
8f7b2601393f583eafd2d6924dbee22a115e5af2b3db6db73daab00c02e14b68
linux
allowed
rate_limit
true
0.9
DEF2025_00006958
1,766,541,831,209
125.28.50.210
clean
curl/8.1.2
f5789cec329c4d66aa8518ccd93e1cf4a14ee4bdd4f284f31bdc04d1b663767e
grok-4
collection
benign_query
3,488
0.379
false
1
30
acadb69eb5c25fc0bab5850639fff674e673be3bfb582a9b2d0c7e5da0e2a950
linux
allowed
jailbreak_detector
false
1
DEF2025_00006959
1,766,521,731,079
220.211.153.239
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
48af910e070fc6e2d160cd1215cbf165467d54f5b79c7c3c2ebd4126beaf14ff
grok-4
reconnaissance
model_inversion
3,821
0.598
true
24
269
b340b7b7f06f0c0b2e9fed59d34976803bab399dce3bb4c19ce45c5883372718
linux
blocked
jailbreak_detector
true
0.93
DEF2025_00006960
1,766,534,691,476
205.38.52.193
clean
PostmanRuntime/7.32
21c89984878cc3aec8015154428abadf8ba29d8ac186a404f3ac5bb1803341e9
grok-3
impact
benign_query
528
0.239
false
2
45
f9dfab2dc58167c574d507b67bbd7a001c8ac467309b8aebef8d579dea93486f
ios
allowed
rate_limit
false
1
DEF2025_00006961
1,766,529,831,868
145.76.132.251
clean
PostmanRuntime/7.32
4469967b7ba3522013311186b5719abdef0cfda52b4edb51938211d854ec1fff
gemini-1.5
impact
benign_query
616
0.727
false
2
34
67e15ce74ca7a7765762ec2b90730c8227f68528dbbdee205e6a665b4772d87b
ios
allowed
content_filter
false
1
DEF2025_00006962
1,766,542,431,529
24.204.199.181
clean
PostmanRuntime/7.32
8869c832be6f8f6727ddcad5ae87d9c1f85b7a3dcb0a2cea6614ed9ceb2728ee
grok-3
discovery
benign_query
1,579
0.688
false
4
20
0947d0aa33a14c73152c85be20b23e728025e8132efd0799d22f37c0b606e8ca
macos
allowed
rate_limit
false
1
DEF2025_00006963
1,766,553,351,181
165.91.252.157
clean
Python-requests/2.31
552e8828a831388fa6f8ac9c567cefa2f8b74893a9091580c3cb02722689f8d6
grok-3
reconnaissance
benign_query
3,525
0.417
false
1
32
4f79ce3e40ef606707a2edd4f4f565190c572fe593bdc6922893616014217a19
android
allowed
toxicity_classifier
false
1
DEF2025_00006964
1,766,579,691,110
143.211.198.184
clean
Python-requests/2.31
427040d30a51fd9cd4f862ad37d29f56305f12326e4cb532e8d69a9eca3f2b30
grok-4
execution
benign_query
2,870
0.326
false
4
24
add24c3bfda8ea0377744fef536259eba0c92aee2d6e8d0bf00ff0d1170067c4
ios
allowed
content_filter
false
1
DEF2025_00006965
1,766,598,291,228
83.228.187.95
clean
PostmanRuntime/7.32
ac28c3b7d88d10cb60ab3e4f5fc9282b0031208e927233c222ee72a15b4afec5
grok-4
initial_access
benign_query
3,462
0.467
false
2
24
ac0e3a56a553f16a04c0a9a05dbba7ba131125ec213c48c1f26829a6d94f9501
ios
allowed
jailbreak_detector
false
1
DEF2025_00006966
1,766,582,931,539
177.254.128.178
clean
PostmanRuntime/7.32
7ccadc3c155366e7bcd810f10c121bfe2fb486222732295a106ef8f73d1a249b
gemini-1.5
collection
benign_query
2,406
0.854
false
1
32
591ecdcb9230d8af12b00ebaf5b56348c3f9b97ca5688c2a5c9ed30487f19163
ios
allowed
toxicity_classifier
false
1
DEF2025_00006967
1,766,600,631,885
21.215.232.89
clean
curl/8.1.2
69d906f1e42d717d5a6ac03c7ac42425be17dba6b50c08dacb1bcca95766ad4e
gemini-1.5
impact
prompt_injection
806
0.14
true
3
19
d1a7ef3252879535de4ba38495bc3707e6d0cfca4886da226ed515b77a1aa404
macos
blocked
jailbreak_detector
true
0.86
DEF2025_00006968
1,766,542,071,786
27.114.147.27
clean
curl/8.1.2
5416db5ccdf201e2b86391685acbf76b762c3060ccefbb63bc10659ba2291753
grok-4
exfiltration
benign_query
2,350
0.125
false
1
33
66f6f9a9462c63c7be46b49d60afb1ba268dd0b480f37d2b9e60f27e28eca76b
macos
allowed
content_filter
false
1
DEF2025_00006969
1,766,603,930,953
10.24.209.26
clean
PostmanRuntime/7.32
6610b0950655b5b19eb4031abde651f56d4d04e1a3c6d02172c8501c2ae4dbf8
grok-3
credential_access
benign_query
2,317
0.215
false
5
27
f2cac583ca35c551727407173280612b83cb1ea41e65f7bcd8dd954f503fcbfb
ios
allowed
jailbreak_detector
false
1
DEF2025_00006970
1,766,546,931,532
34.173.196.182
clean
PostmanRuntime/7.32
40dbf0d9f174f9cb1cee97932e0840f1779fd56c2ccff7b558a1b2848871a3dd
claude-3
persistence
benign_query
1,444
0.726
false
5
25
d0e9c6f3a6148bddc768d2c280a275c50ac215b56477468bdcb324066725856d
windows
allowed
content_filter
false
1
DEF2025_00006971
1,766,577,711,580
20.13.119.232
clean
curl/8.1.2
f46a83b5cfbd672bfa48fda7cb53fb3a9cb578241f5954fa8f2d481ae83ff1df
llama-3
impact
benign_query
2,363
0.196
false
2
10
5d553bb388fa68b038a6963751a79a27ecc93e4793faa7cf3e0a3eee56f3cadc
macos
allowed
rate_limit
false
1
DEF2025_00006972
1,766,531,751,347
81.6.230.57
clean
PostmanRuntime/7.32
2c6ee65a42c6145291d0f93978e2ad1847c385a11eda30e4d894618337c53acd
llama-3
exfiltration
model_inversion
2,394
0.818
true
4
28
2b14f8189dcd64def89aec5ab25d75f7a282ec3f4d02fbf8b8c9313d38bf0c50
macos
blocked
jailbreak_detector
true
0.95
DEF2025_00006973
1,766,575,011,752
202.132.46.123
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
606657cd827b36d7e32dd62fb1664b0954d788fab6e0f67098e5cc073af73f19
llama-3
discovery
prompt_injection
3,624
0.671
true
25
205
656130036084a0b345fc314bdb3fcc015d6f7e7770e5e4e510818e56b228d8a1
macos
blocked
content_filter
true
0.87
DEF2025_00006974
1,766,519,450,961
106.178.102.169
clean
curl/8.1.2
201089e8590f19c4e415a41bf7e32586d50814be11ea328a0609027be623777d
grok-4
initial_access
benign_query
2,473
0.66
false
2
23
5aa4309a18ab0b8369a0de13980c0670907b328037b7da0bd37a2b69491f3620
windows
allowed
content_filter
false
1
DEF2025_00006975
1,766,559,831,853
217.45.152.64
clean
curl/8.1.2
867bed6f56fa8975fb67b77000c9a44b07d8b0ed89418f78515f096c2748f6db
grok-4
lateral_movement
benign_query
3,518
0.744
false
4
44
c6d2c801d1892b4b2564c83300f7efe88a1520ac03e0914fd19440a86a15e2a4
macos
allowed
toxicity_classifier
false
1
DEF2025_00006976
1,766,547,171,608
165.17.117.90
clean
PostmanRuntime/7.32
595f2b5930f2974dfa128c7e4070e4eb8dce6a462bf34ba1fb4909fc6734af10
llama-3
initial_access
membership_inference
830
0.778
true
3
39
36f9bfe87b631cff6f576f4ed636c96a7bfd9f23268c2f3e7fb77be938befb3b
linux
blocked
toxicity_classifier
true
0.91
DEF2025_00006977
1,766,591,451,803
53.3.195.28
clean
Python-requests/2.31
b3bed6347e74ad32e9273b7bbdf4f2b6e608f9e016a7b88d441e23d2c16009e8
grok-4
lateral_movement
data_poisoning
2,429
0.866
true
1
24
41b4422ddd2c418a13565486ade29a92f5498c9b9c145e80c30df701db3d8990
android
allowed
rate_limit
true
0.88
DEF2025_00006978
1,766,593,311,306
213.125.187.54
clean
curl/8.1.2
b5510308df1875eaf9e18164d5244bd71f9f5019145205456b7f7158bc84c230
llama-3
collection
benign_query
3,147
0.777
false
3
31
def3d4d63c85ed66ed6d42d122374f8a75f219163108bf7636001e8a1238d9cb
windows
allowed
content_filter
false
1
DEF2025_00006979
1,766,553,531,069
76.143.207.9
clean
Python-requests/2.31
b664032ebf077bc08e892e8bc18834139c3082deacbbca5982e4e7c7a773983d
gemini-1.5
execution
benign_query
3,914
0.785
false
3
10
360d01d06b5a4858e3954cb4fcea42f27ee6aed6ba98380760aaaad935c8e844
macos
allowed
jailbreak_detector
false
1
DEF2025_00006980
1,766,528,211,421
52.95.112.224
clean
PostmanRuntime/7.32
b75707c9aac004c79e78abec03d766ceeef609ea97a546ea06f06a79f8d22023
grok-4
collection
benign_query
3,570
0.175
false
1
35
125a59d2602288d90473e22d0174b734dbd10101f17e3a7ada2d78d5657ab7ab
windows
allowed
jailbreak_detector
false
1
DEF2025_00006981
1,766,590,851,651
81.103.9.151
clean
curl/8.1.2
ad3be0cde307b6fae3608d4c18faec3c15f9bed624325af4e59cf3999a21bd59
grok-3
persistence
benign_query
759
0.466
false
4
33
1a3f479f0481f341d48ecdc72b4716ea10cd53e7062a7ec57c6ba90654fe2e4b
linux
allowed
content_filter
false
1
DEF2025_00006982
1,766,527,731,591
127.210.233.41
clean
Python-requests/2.31
6bb3b47a75cfdac59ae29553715044c7d71f3bf15b8162a846ccfd71ad3cb01e
gemini-1.5
initial_access
benign_query
2,563
0.66
false
4
43
033c58affff8725e4217877260f84d14598c86c4ea0ccbb93045302ece836c2f
ios
allowed
jailbreak_detector
false
1
DEF2025_00006983
1,766,536,131,438
7.28.160.195
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
af9fa8ac8231e75b2b5756abcf3eace37adcb68e29e37e7d8cc7b1b8a9d4d236
grok-3
exfiltration
data_poisoning
556
0.465
true
29
230
abe08e15d5aaea3db6b0aa4309938bb6c4fe93215939f66ff804cd37bb645348
macos
blocked
toxicity_classifier
true
0.92
DEF2025_00006984
1,766,564,510,952
177.214.117.40
clean
curl/8.1.2
eeb9444e5c774185f1ea0962d16b35eb583bc0995b8610b8eb523e657ece5e2f
grok-4
impact
benign_query
1,104
0.064
false
3
11
733c7150b5b1bffd4eeb50ad8dc8f585e2186a701d08e0549bf9a9af8470a515
android
allowed
rate_limit
false
1
DEF2025_00006985
1,766,576,631,681
191.118.174.37
clean
curl/8.1.2
e3afc430f4b87fe95d2bab1dfb3a42c293b6b9871f7a5e8b3d55a4d51dddb0a8
gemini-1.5
discovery
benign_query
2,687
0.823
false
4
21
eaa39691b1a0554b490c8428e791f6c18dde1ee3eec0c7d06f56216f032f0d24
linux
allowed
content_filter
false
1
DEF2025_00006986
1,766,583,291,789
105.151.79.78
clean
PostmanRuntime/7.32
fd256e3ed7ca9cb95e0126f1746a29571363ea1d55bfa1a3d259439458722e23
llama-3
lateral_movement
benign_query
2,725
0.204
false
5
26
bff9f6cd404e8d2d6954ccbbd340850fc9fa59507ce78054e29f97cffde3cd9e
linux
allowed
toxicity_classifier
false
1
DEF2025_00006987
1,766,541,231,493
48.52.162.113
clean
PostmanRuntime/7.32
6b4e553b5aae73a34228e6ae0e0a16daff2ec71234b018731027da196735c8a5
grok-3
credential_access
benign_query
2,546
0.041
false
5
44
8b329d8da26830ce625d4d52c22359b1514d4aa57497767178b4d5d9f34740a9
linux
allowed
toxicity_classifier
false
1
DEF2025_00006988
1,766,528,631,704
150.5.243.226
clean
PostmanRuntime/7.32
453830f5208cc2fa9c9a2f298c34cdb3a62a32c4126e585cbffb9db1b338b753
claude-3
reconnaissance
benign_query
730
0.187
false
1
42
7fa003f1fa62738352eb804bb56379a5be4371c142826e50f2538650408d6f10
ios
allowed
content_filter
false
1
DEF2025_00006989
1,766,598,710,979
98.186.75.27
clean
PostmanRuntime/7.32
569d379e42522589467248411c3a5ba9b13314a1b6513a240d0de189dd737b5a
gemini-1.5
execution
membership_inference
3,302
0.853
true
4
26
c8c42471b768e1e2776e8831e0ade42025cf077cf13622fe3ca61f9bfb24d0c3
macos
blocked
content_filter
true
0.85
DEF2025_00006990
1,766,534,571,284
167.25.154.18
clean
PostmanRuntime/7.32
af6b89ec758d35ddac86b7af14e55887a2abc07a473a059768577583eab8f5ec
gemini-1.5
persistence
adversarial_example
2,327
0.797
false
5
32
5a3036cdfcb384034957af66fe85557838d9347beebd2211f9cc04037902b14a
linux
blocked
rate_limit
true
0.97
DEF2025_00006991
1,766,581,251,916
41.209.95.184
clean
curl/8.1.2
274bf07bfb28dee1c0c2ba61c20660144f5ebb469712e2f059025f0f54a1ed2a
grok-4
reconnaissance
benign_query
2,113
0.115
false
1
20
63966eb5ad1d4b643c08da9d4ba7c674c4f88cbcb6929e98b8f1363a5f4fc153
ios
allowed
content_filter
false
1
DEF2025_00006992
1,766,555,631,002
183.135.76.81
clean
curl/8.1.2
0451d3abacb8860dc4a798fc033d6b15057c20ce1f32de744d339f30c79ee79d
claude-3
defense_evasion
benign_query
1,671
0.081
false
2
17
bcf0c176b673a8d2bd3c36139d7c439e84e2e4a147e9b2c4a5f343c003501e44
android
allowed
jailbreak_detector
false
1
DEF2025_00006993
1,766,551,311,790
159.176.241.145
clean
curl/8.1.2
7497d34b347fd08baedb213f1c8c4f85ae6a096ddf877d88eae273e5bd87c754
claude-3
reconnaissance
benign_query
1,960
0.966
false
1
19
e3539a885a67832e23dcca6912a64ff2165bb01f41d2e7186354bfa414c1dbdd
windows
allowed
rate_limit
false
1
DEF2025_00006994
1,766,543,931,462
39.101.214.86
clean
curl/8.1.2
8b705b7a507cdbcf173d564064d1d619fb2123265322a923e2401e654e4e4fee
llama-3
initial_access
benign_query
744
0.914
false
1
16
4a729d026d707448407d84e821adb8bc36073f6e7702e35660a6a8aa235cbcb5
linux
allowed
jailbreak_detector
false
1
DEF2025_00006995
1,766,551,611,387
201.85.78.17
clean
curl/8.1.2
810d0f6486c57cbe48ebf29037a8d111004226d20173f24127314a0e39387b44
grok-4
collection
benign_query
728
0.423
false
5
47
a784dfed5c3d84383a9794923615b4b2e66b005eed2224b5679f667636b7b4e5
windows
allowed
jailbreak_detector
false
1
DEF2025_00006996
1,766,602,311,160
102.197.239.191
clean
curl/8.1.2
017446cff06a49090114ad25196909fc88ebfd162717c59dd46f3086e7be9da0
grok-4
lateral_movement
benign_query
2,638
0.578
false
5
27
cff354d300229f42209e87173f5296641730e3b16a7a57f207e4e427b1e01859
macos
allowed
rate_limit
false
1
DEF2025_00006997
1,766,530,131,224
79.69.9.37
clean
Python-requests/2.31
dc99be4363006c9673b8fd6140011aa1f40a9325f616416a41e48ac1f16113e0
claude-3
initial_access
model_inversion
3,313
0.021
true
1
24
365d1d81401b408e2e54ca429fe732f5badbb2ca0edd1a476e629bbb0270ca6e
macos
blocked
content_filter
true
0.94
DEF2025_00006998
1,766,572,911,585
139.197.160.99
clean
Python-requests/2.31
f090c9462f82b4ddb1b669870e97f228012ef1ef4723b11dd7d428f71d7035b6
grok-4
defense_evasion
membership_inference
1,513
0.28
true
2
40
8c658b1186b88df20cc8321f904f28d53d5873a6a84d80ea392641a2b2dff5b2
ios
blocked
rate_limit
true
0.96
DEF2025_00006999
1,766,567,511,015
196.186.144.43
clean
Python-requests/2.31
96aa1513006797ee548b11849c496a3540f38a79a026127ba5dd015bb0e61bfb
claude-3
initial_access
prompt_injection
3,749
0.446
true
5
44
830af3778e8f85b958457f94e7ee0dcfd62eeff00f146853e7fb51e8b110b3e0
macos
blocked
content_filter
true
0.91