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_00010700
1,766,551,681,264
122.31.69.36
clean
curl/8.1.2
b63d594a7303419a2127d19787f569a9c7ef12c184a147a235d3301fc219beaa
claude-3
reconnaissance
model_inversion
858
0.336
true
2
29
35ac1a0d81ee07fd3fb848d6a5c5a0a49b9427264ed2874527fb46c19a2404c8
linux
blocked
jailbreak_detector
true
0.94
DEF2025_00010701
1,766,571,661,314
222.125.204.180
clean
Python-requests/2.31
1a69a8f2320d96c7f553120957c6ee9f84d2e66997a62e77db05338b1fee168c
grok-4
execution
benign_query
560
0.357
false
1
43
771435fca1683274200feb65a9320596a203992321908202fa3d5beda8e31cc4
macos
allowed
toxicity_classifier
false
1
DEF2025_00010702
1,766,539,440,630
96.85.175.209
clean
Python-requests/2.31
8560d69ec58cf28ca9269e7e7afc001f80a792f7c610c97ae03639bdc502428d
claude-3
credential_access
benign_query
514
0.325
false
1
44
1cb8d6aed5cace19a13c245e1af7d81c9edef47ef916b9054a50a5e0cb6a3f0a
linux
allowed
content_filter
false
1
DEF2025_00010703
1,766,583,000,673
119.66.108.113
clean
Python-requests/2.31
ffd9447bc933aef64088db9c2482c7c0980f53fa5a6c36f2fdb0206930206997
claude-3
persistence
prompt_injection
2,253
0.324
true
5
26
b8630bdf0a16c57c3b25e35d6b356ca62b9d56600fc5fc124cd8808d6f3a15be
windows
blocked
jailbreak_detector
true
0.97
DEF2025_00010704
1,766,548,261,029
118.255.231.121
clean
Python-requests/2.31
970f97cbdd97111ed8b2777dbb5a86416b54b8942e93f869208e3c06dc752780
claude-3
exfiltration
benign_query
1,511
0.84
false
2
31
00c042b06d7437e2264f5626f60034798ab5c086dd54adc339c4dd3f777a594c
android
allowed
rate_limit
false
1
DEF2025_00010705
1,766,591,640,752
193.75.247.252
clean
Python-requests/2.31
772f3dc2f71b9d2892485f21c6a088e1abf7b5b845388bcbf95ec10daece1db4
grok-3
credential_access
benign_query
2,051
0.342
false
2
13
92d7ac70dd833ef47c34220a4ce047e60af90226ec33b3a4b7fad19325658dbf
ios
allowed
toxicity_classifier
false
1
DEF2025_00010706
1,766,577,661,392
14.240.54.215
clean
PostmanRuntime/7.32
40de76ffdecc4aef112d275b0b0354fe53dc3dab3b9e3e33ee8750518e6d4ab5
grok-3
impact
backdoor_trigger
1,060
0.912
true
1
16
6b207f10e460d5aaa1dc359d813b21daa23e413e209ad4828549372a92b260ff
windows
blocked
content_filter
true
0.97
DEF2025_00010707
1,766,531,760,992
190.57.115.48
clean
curl/8.1.2
3f66d38145017db6dfb63adf2c82064323b3ced3cd90b79bb280594cd2251fde
gemini-1.5
defense_evasion
benign_query
2,097
0.711
false
3
48
9dc64ecb6099f9cc7b2b8ee7e6d368121f47b744f2f16d5aa6e73dd1798ae3b6
ios
allowed
jailbreak_detector
false
1
DEF2025_00010708
1,766,542,801,345
60.116.1.116
clean
curl/8.1.2
00f24451b358f341fac452670c6c473bd54f428a8cfd6fa969bf1497daedcdef
grok-4
exfiltration
benign_query
790
0.861
false
1
46
b1b0d04186d8e5003b789bd739e020222d5fd059885fd63e69fed13447e4a779
macos
allowed
rate_limit
false
1
DEF2025_00010709
1,766,557,320,719
196.80.72.208
clean
PostmanRuntime/7.32
dba255fe7d3f12cf8d36afbba22bea320d05fed6c02abcf135f784d9e57f601e
grok-3
credential_access
benign_query
3,857
0.97
false
5
21
bca592a588e86182474212ce0cc9e48809f37aa9a4cd23030538eed580579dc8
linux
allowed
toxicity_classifier
false
1
DEF2025_00010710
1,766,595,540,673
36.83.188.34
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
6b84656f44cfa16ee26e9dcc867241a1a54ad4af3db910b1a2b5977efbf92a71
grok-4
collection
backdoor_trigger
3,432
0.722
true
6
389
f710c346357ed89a5da42ce572f49d5064a27b74a147930d1ccf8e47e334edd7
ios
blocked
rate_limit
true
0.93
DEF2025_00010711
1,766,565,121,297
43.118.73.233
clean
curl/8.1.2
6aeb43a815041f1aa1832937da30517ed2a061ad3b0b3e003b45696fbaed28e4
gemini-1.5
discovery
benign_query
1,991
0.062
false
1
20
0b64d128c4d7b6e5a2432146ecab39d568c7cdb1a36546a92dcbe32e3d7044b6
android
allowed
rate_limit
false
1
DEF2025_00010712
1,766,555,640,896
144.2.153.133
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
97840da4b3b9a868ae4c2196eeb9b258f8fcbc10cafa675db8ab6453f3eb2df6
claude-3
impact
model_inversion
1,639
0.692
true
22
116
afb784f573547f05ea8efad4db42eec358ec4c5d904aa13ecde820c799eaaa1b
linux
blocked
content_filter
true
0.93
DEF2025_00010713
1,766,536,381,400
50.145.194.181
clean
Python-requests/2.31
b64121d1ce2c2bad6daf4d5d0e4af2a45b54e2c2f285b05d655daebcfbd044f0
claude-3
discovery
benign_query
2,839
0.698
false
2
38
91d1f9d2153c17aa936b938b56fc32dc10eae8136a6097509828fd07745a8df9
windows
allowed
rate_limit
false
1
DEF2025_00010714
1,766,597,820,994
53.207.159.95
clean
PostmanRuntime/7.32
7b87cb799a2aa371c8c432b995d5f1c4ed0df65a3085c9dc3495e1b40637512a
claude-3
exfiltration
backdoor_trigger
3,866
0.368
true
5
23
f7748504f82a6477bc7ec17c350af4d741b38ebab6f64cc0027982bdf6deebf4
ios
blocked
rate_limit
true
0.91
DEF2025_00010715
1,766,585,700,548
130.242.45.144
clean
PostmanRuntime/7.32
2baeadad6f5ac339e40a8b75ec41d0adfc9583cc243c160c8d25a74851328254
claude-3
discovery
benign_query
3,287
0.814
false
3
21
0410a50d0794d94283052ff9df0d273effbd38aa922d15b18ea3c5252c28c6f3
macos
allowed
content_filter
false
1
DEF2025_00010716
1,766,521,680,664
198.12.204.20
clean
PostmanRuntime/7.32
ad8f458a00259e0a2d40de5ced5c6d4287ac0ecd6fa6d15bfb7dd6c14d4554ae
claude-3
exfiltration
data_poisoning
1,033
0.739
true
1
17
70180fbc0c083e6011da9881d07975f43649838e1c5fec75073d8ce694daeeb5
ios
blocked
toxicity_classifier
true
0.91
DEF2025_00010717
1,766,602,920,855
203.11.136.145
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
c2663d869671c81a354233f4871983ed008fbb63029239290030211e6ad197ac
grok-3
initial_access
adversarial_example
3,736
0.778
true
11
268
f44ee5987bfe9dd7505d742ccdf511f5196e530976879d0ca63e88de54e86d07
linux
blocked
jailbreak_detector
true
0.98
DEF2025_00010718
1,766,533,560,710
15.187.122.241
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
b0f4674ede3b9aae1929222d076c2ac06ac4de74251d48fd9b6234dab27eee81
gemini-1.5
exfiltration
jailbreak_attempt
1,893
0.189
true
12
342
a40f306b1f118d94a0623db3af1240fbff41f56b1add3b0a431eb39fc55cd539
ios
blocked
rate_limit
true
0.99
DEF2025_00010719
1,766,532,541,263
184.36.235.170
clean
curl/8.1.2
3aa2b667bb81960510005906180d3c31cdb8989f38eadc154ffcd1e2fc67924d
grok-4
exfiltration
benign_query
1,750
0.85
false
5
28
bb352ee6c9f1b7e14c58a1090d5c253db0177f0f64f855dba128a91ab10f889d
ios
allowed
rate_limit
false
1
DEF2025_00010720
1,766,519,761,217
32.75.148.107
clean
Python-requests/2.31
f69d17524384a437316ea1e8a73a54beb4f4e9656182cc27a98e18cc282694df
grok-4
initial_access
benign_query
1,281
0.895
false
3
45
50c9265213b0969319a55d8554e01ec036afc9ee0b640518e6bdbe6f11d8b0c3
linux
allowed
jailbreak_detector
false
1
DEF2025_00010721
1,766,546,941,499
63.101.225.66
clean
curl/8.1.2
2154c273c33dc4769894f505e5c10bed7c9300f39459b000ad53237e193845e3
gemini-1.5
execution
benign_query
565
0.708
false
4
32
0d40b874c104b1f77c82c1489b07366825cb93784b90e9fcd8bfc6ca626bad05
ios
allowed
toxicity_classifier
false
1
DEF2025_00010722
1,766,563,800,964
91.121.161.253
clean
Python-requests/2.31
3ae5d26f74cc60cb813ae33a5514f89d5e5cf770ba47ae06121f12d33fc006b5
claude-3
impact
benign_query
2,611
0.546
false
1
44
b79de81a4baf6cd56b243668554451704d851064ed9297ac47c772454f3ef5b5
macos
allowed
rate_limit
false
1
DEF2025_00010723
1,766,588,221,023
126.31.45.140
clean
curl/8.1.2
7c2df231b055405b46258d82cffd7db0ec71b77cb1f7bdf65710a351ccde8764
grok-4
lateral_movement
backdoor_trigger
3,491
0.683
false
1
18
dbb5d4f13f952bca5c95d7578bfd3aeafd32728abb796df167222c3541963856
macos
blocked
content_filter
true
0.9
DEF2025_00010724
1,766,598,121,133
149.184.82.94
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
5fdedba64b3f57d54ff112276efda69ad9f91c57a3e03d161e565bf6e4cddd04
llama-3
impact
data_poisoning
1,434
0.702
true
15
112
09aa9c473d9f22388222a0f64b67ebbc2ce6d32b45b10f318d04573790c4fe3b
macos
blocked
toxicity_classifier
true
0.99
DEF2025_00010725
1,766,543,700,575
78.82.181.63
clean
PostmanRuntime/7.32
b81dcc5740a0c5906713fbbbbaf27761e4696d1c0fe5019544bc664f84605744
grok-3
exfiltration
benign_query
3,465
0.183
false
4
33
19e00dc23b399e684b083b13c129d6f8c5a8afea30b6dd1e9ad918b9a3f69f6b
linux
allowed
toxicity_classifier
false
1
DEF2025_00010726
1,766,551,500,562
77.238.30.1
clean
Python-requests/2.31
38a2e2490ecbbd524617ca87886353a9ee3019eb63a67ea975332f39a27829fe
gemini-1.5
collection
benign_query
611
0.029
false
4
32
de6f6611a6c78a54ce04c918aacaa88eddb9aa7250e625028bc992d4706232c8
ios
allowed
rate_limit
false
1
DEF2025_00010727
1,766,522,580,639
12.191.99.55
clean
Python-requests/2.31
352e7f2a1e826bf65213ad5b893fe4c637f51978091ce311b42466e71078b8f9
gemini-1.5
initial_access
backdoor_trigger
1,736
0.718
true
3
30
ba5aac298df2775ba367111b93855685be127e2e8041545fa73141b7c4096d62
linux
blocked
jailbreak_detector
true
0.88
DEF2025_00010728
1,766,585,520,865
74.226.218.14
clean
PostmanRuntime/7.32
5da8cb71af04021ca683cc9ce7b79526b9918a065e3ad83283ff51f2ee46b873
gemini-1.5
initial_access
benign_query
3,503
0.177
false
5
44
7303ff84bbcf8c13a587f6b909bf649a299e9e259c48fb4517b0921e053a00c0
ios
allowed
content_filter
false
1
DEF2025_00010729
1,766,569,861,265
98.247.112.186
clean
PostmanRuntime/7.32
e607ef965a5087a8cc37bd5fd2dcbf490c9684a74a574d36ef44c112c9b58b88
grok-4
defense_evasion
benign_query
936
0.006
false
3
45
5490bbec3ecbc09df04bfca5f9eebfaeee7bfb85c8c913c2a8b64b76bd424d95
windows
allowed
jailbreak_detector
false
1
DEF2025_00010730
1,766,593,261,196
174.5.191.161
clean
PostmanRuntime/7.32
0fc83c6c456e22be667d788c60d8ce347b82a4c21e98911781241f28cb452408
gemini-1.5
impact
benign_query
4,009
0.765
false
3
40
a6dd7e8e9667ccd111cad94031ae446c2d6ac70db099b0137adaec3b91ba06ef
windows
allowed
content_filter
false
1
DEF2025_00010731
1,766,525,640,949
158.116.19.185
clean
curl/8.1.2
35b7c78952e4815371af5bffd3e16b7b9915e4f48005075f7ffbffbc42276126
llama-3
persistence
benign_query
4,075
0.955
false
2
23
e2cd40fcabfa0d66cb147e0beb4a0c8bde007fc5b162bd2db54f3d15f07dc272
macos
allowed
toxicity_classifier
false
1
DEF2025_00010732
1,766,551,261,161
41.184.215.167
clean
PostmanRuntime/7.32
f6b1e450090837872af5b8fd1088dcb121f66cc9c094d06e70c7f2a0c34de251
gemini-1.5
reconnaissance
benign_query
679
0.388
false
1
26
330b583a2ba7db8f7eed7cdc0655103f2b2569b3890976a896c007ee11b34eb1
macos
allowed
rate_limit
false
1
DEF2025_00010733
1,766,580,481,193
50.126.199.28
clean
Python-requests/2.31
e4463201078cc7fc853ff8845d07e359392514497fc8f723d2045938af93702f
llama-3
defense_evasion
backdoor_trigger
3,630
0.516
true
4
33
3d62626d5e6cba845baf3c585ee9bb5c0ea0da2abc333fa8d9a47ca0bbd40a94
android
blocked
toxicity_classifier
true
0.86
DEF2025_00010734
1,766,518,921,021
177.56.155.48
clean
curl/8.1.2
566c339ea9cd5fa81dc6ee63c2053ab4e30c656cb61e9dcb51776f89294220c6
gemini-1.5
defense_evasion
membership_inference
605
0.765
true
4
29
976716a3fd61fb7f150d5a63074506cfd65434976ee38fc6ae6dc2b7081665b5
macos
blocked
toxicity_classifier
true
0.97
DEF2025_00010735
1,766,600,400,728
106.160.244.72
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
716c050c46fcb76819bb6d5e0b58e691ed69c22141539146948141bea16a9fe6
claude-3
reconnaissance
prompt_injection
1,845
0.915
true
8
380
0f4b1c10e37c3dbd3f739142357405e9a882e691d7551ea5b4587a0a88de1b55
macos
blocked
toxicity_classifier
true
0.91
DEF2025_00010736
1,766,597,461,047
126.144.200.147
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
c533b3773e9a0d86e0a92e902e5e61063415ec7600345ad801a7447bffd0c7ce
grok-3
reconnaissance
jailbreak_attempt
635
0.283
true
22
91
4a517e8a53f575b7c1bb1c083866a0dadba747bea626ec7679f5b3a06736393b
android
blocked
rate_limit
true
0.9
DEF2025_00010737
1,766,547,781,104
159.16.49.36
clean
Python-requests/2.31
04f19ac14e625c2e810476c4ab482a8aae6f1983c923e107a73106de41d7f7c5
llama-3
execution
benign_query
1,707
0.322
false
3
23
e27dffad78eff427264e016716eb9bfd073c391e745f088453512d30e5c8e89c
linux
allowed
toxicity_classifier
false
1
DEF2025_00010738
1,766,543,521,214
175.102.13.178
clean
Python-requests/2.31
380d641a36495d2cc2226aeaa17290fb3d0d7db6e11bd19c23dbf3cee01e934e
claude-3
collection
benign_query
3,007
0.63
false
2
26
5b07d29db7d33c62a986bb65c3901ed58925ee1bf10df4ccb00a829c433e0f22
ios
allowed
content_filter
false
1
DEF2025_00010739
1,766,577,541,482
127.8.154.97
clean
PostmanRuntime/7.32
72f93f526b849c18a56634bc69be91e3c1afe4febd665433a361f8468da810e7
grok-3
reconnaissance
model_inversion
2,661
0.528
true
3
25
e606d02ed94ec641acb4a51572a32317bdb7a59ce9111ec150093eb8956f4c3f
android
blocked
content_filter
true
0.9
DEF2025_00010740
1,766,577,000,701
55.233.194.15
clean
curl/8.1.2
9c6f69af46bb41de0611fc5bb0abbbacb1fa307ee01db459ca3d86dcef7da801
grok-3
reconnaissance
benign_query
3,028
0.769
false
5
32
d51b36ba9e0b60b1a4f1267bae44cdff1b8af3a88bb84ecb06e6fa7866b9f597
android
allowed
rate_limit
false
1
DEF2025_00010741
1,766,548,261,254
38.61.142.109
clean
Python-requests/2.31
5bb06429da3107762a5ddb4f51eba6bc4e9aa7afb42875b5cd4e737e9ed7543f
grok-3
persistence
prompt_injection
2,435
0.491
true
2
48
6043d6cf68132793d7e5545c419435c04f6586e5d2329c86bc6ca6b7a5e3161b
windows
allowed
content_filter
true
0.89
DEF2025_00010742
1,766,573,641,113
213.217.186.102
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
c5bcef56999cdeb8dc8f9ad97f384e275969e53c6f6e76242931fcff6d757f40
claude-3
execution
prompt_injection
1,631
0.224
false
21
133
a6e7cb45a16ab7afb8371a6f3ebd3e01cc34ef3b8025b8869ddfc75978813a7b
ios
blocked
toxicity_classifier
true
0.93
DEF2025_00010743
1,766,553,780,912
135.121.223.204
clean
PostmanRuntime/7.32
0d035baf3ccb41da1008c113e19fd403501b43b84e64fafb3fe81297eda3af1f
grok-4
credential_access
backdoor_trigger
3,021
0.969
true
1
15
1103e714b3f2e3aaf9e6d118378f83f7e2b607bb9e4c3aa5b2e1d4fa385838b8
ios
blocked
toxicity_classifier
true
0.94
DEF2025_00010744
1,766,522,581,427
127.66.81.162
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
029d68aaf257123ee16cd0f357446987cad778f6ac9121918b8294a25c820b1f
claude-3
persistence
prompt_injection
1,449
0.653
true
24
254
368e3fac48d4fa9c1b124e6c0973ac13988a1dc660578e8b570389afa5000fbb
android
blocked
content_filter
true
0.88
DEF2025_00010745
1,766,561,641,482
193.158.135.173
clean
Python-requests/2.31
0edc444660093acb656053564552bbb67262ac809382bc5ea7a66ab126644ba1
llama-3
collection
benign_query
2,824
0.774
false
3
49
50ba576f87aff4622b3f5b8a61b67b01fd3041e79ae7f3360618ec3ce54ecf9b
linux
allowed
content_filter
false
1
DEF2025_00010746
1,766,579,281,561
120.4.128.188
clean
Python-requests/2.31
3e6676b01f651f670cc175a8e14ba053576746158bbf7c2d8d2592f8d0f3e13e
grok-4
discovery
benign_query
3,724
0.733
false
2
38
3f5afc6664a5fcfa5e534787d3d47c134dec20e342267d9d5de1e1bcd714f8ce
android
allowed
toxicity_classifier
false
1
DEF2025_00010747
1,766,544,721,203
33.17.27.180
clean
Python-requests/2.31
1eefe4634616341b198ce3573bd1e26318cad3058b3b229ae22c0c0be10fb0b9
grok-4
exfiltration
membership_inference
3,455
0.712
true
3
33
e2c1da06fff3798939aa44233faf338b49bcf9ce072e820c8f45b2d6ef1e44d6
android
blocked
rate_limit
true
0.86
DEF2025_00010748
1,766,542,501,370
197.127.43.149
clean
Python-requests/2.31
821120ee35eea9eeff481e8b675d9cfd6362b7b81b102d730da965404da3682e
claude-3
initial_access
backdoor_trigger
2,018
0.599
true
5
38
def52972ac298ffa21f21c01efd074b3bcabb3fa0f8755f1ee2a29b8cea2e15d
android
blocked
toxicity_classifier
true
0.96
DEF2025_00010749
1,766,552,340,760
34.25.36.246
clean
curl/8.1.2
064f2fbb8b181cd1e39f1ff502276ccadaf6b384c60bbf73f55a41602f01296c
grok-3
exfiltration
model_inversion
1,828
0.004
true
5
33
a144b847cc9e4f38906ee2a865879e1b7b66fafbf7129cfc036222be2d6ae751
macos
blocked
rate_limit
true
0.99
DEF2025_00010750
1,766,545,260,974
194.72.128.205
clean
curl/8.1.2
f7c22d15914718764def048dc117950e3781676e411591497a16a3c71fcac190
claude-3
lateral_movement
data_poisoning
692
0.451
true
3
24
3c0315f05b58210f6a4f1145bcfb6f69feb51bf2534584569025e09e76c8e144
windows
allowed
rate_limit
true
0.98
DEF2025_00010751
1,766,524,140,856
198.229.128.124
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
a701a0beca780b0eef56b87cf6b2ab4dc138b3d756380489c87a5f5e5a597b23
gemini-1.5
credential_access
jailbreak_attempt
759
0.796
true
29
279
78b4ae60e0644a310da82f5ebd0ed2a3f1f017abc70036cf7eeeb2c8b051c921
macos
blocked
rate_limit
true
0.94
DEF2025_00010752
1,766,545,740,944
158.242.112.25
clean
Python-requests/2.31
4b12964d0b4e2705a7c37000eccb8391a550aeb618fbcff25fe68702bacb6744
grok-3
collection
adversarial_example
1,982
0.345
true
3
37
714033890e43862ada0b5b4508a1fd77c49b19da7c87737fc66a13af62552921
android
blocked
rate_limit
true
0.93
DEF2025_00010753
1,766,552,881,548
14.121.97.100
clean
PostmanRuntime/7.32
43088f62d60357bd9c5dd1b5b6719ce1bbcff092766e0ad89950f0f397466ed4
grok-3
initial_access
benign_query
2,935
0.559
false
5
43
c1ce490e1717d9ab45970810f64e8bb79b2cbe836480b222cc495b3ff31e09c9
macos
allowed
rate_limit
false
1
DEF2025_00010754
1,766,561,641,420
124.145.70.148
clean
PostmanRuntime/7.32
6f7d2e688beb579d56f81007b0367af9481ced94b4633ffa92c6eb84213318d4
gemini-1.5
initial_access
benign_query
771
0.027
false
3
45
17a84249649546f00e678970689e9bb8d8bf8f82f3ffbb9d62f6ce0aec0747e9
macos
allowed
rate_limit
false
1
DEF2025_00010755
1,766,591,640,852
41.140.254.118
clean
PostmanRuntime/7.32
f39fec905487f2e95b388be7bd6dc2b539242d394738fe6f146346d83c80c12c
gemini-1.5
execution
benign_query
2,936
0.154
false
1
11
dc2d245d1e95f921edbde558379b21867ee04daa26ab6b28aa8b1850d3525f18
android
allowed
toxicity_classifier
false
1
DEF2025_00010756
1,766,554,441,361
74.133.104.76
clean
Python-requests/2.31
f964597ffdb686e22d7d4ccfde061ede0de3f427d16643c4c8732662238ec1b3
claude-3
impact
benign_query
566
0.141
false
4
39
5f2a65e2af3006fdbdfe16cc2b1b9181b68ef96f4c7a6e9e68e0b3d3c4fd9030
windows
allowed
toxicity_classifier
false
1
DEF2025_00010757
1,766,572,381,572
91.147.98.9
clean
PostmanRuntime/7.32
718924c65c28ee8def3829b222f7898842fe14ecbb1f21c3a48fafe0170d9c23
grok-3
initial_access
adversarial_example
1,828
0.708
true
3
24
f3748d5daf010086ecc548e3a41d911d95bedd7d361ce22b1b2e119b107c13a0
android
blocked
rate_limit
true
0.99
DEF2025_00010758
1,766,593,861,260
3.223.162.134
clean
Python-requests/2.31
c3911b11eccafccc44ee59afccd691fce8155e2fee1d346c4899d420dd95ad9f
grok-3
collection
benign_query
2,718
0.547
false
5
21
e786d32af89633573ecb64bfa39483e35a99bd1c1c15cceae20e6ecd2a62ba6c
windows
allowed
jailbreak_detector
false
1
DEF2025_00010759
1,766,534,581,011
104.180.22.115
clean
Python-requests/2.31
4c7a7c45f8406fc8913a186f0eb596a8f48b07db55be4829590c4c33dd37510a
grok-3
execution
backdoor_trigger
4,063
0.618
false
2
24
8128e851aaa9141d5677a4bc3bad9be10f8d2996dd76bd8c96bfd69978e88cfc
ios
blocked
toxicity_classifier
true
0.85
DEF2025_00010760
1,766,594,821,012
183.174.165.6
clean
PostmanRuntime/7.32
8f8ac47439551b44cc44a7482207e2f3f02d634630d5cf4277acd6090ae82377
claude-3
initial_access
benign_query
2,692
0.709
false
3
28
d3af26bc0eafac76fb8d08c46f2e3dca2d690b798f0b56d4e0a6d95b87271a43
ios
allowed
content_filter
false
1
DEF2025_00010761
1,766,597,941,120
195.208.8.252
clean
Python-requests/2.31
7e4c0a3a9ae65a33caa4ab906e4822bad8a971a3117dad0ef0a1cc9f56603aaf
gemini-1.5
lateral_movement
benign_query
1,659
0.109
false
4
22
91369d5c8cd740a5db77fa9f38f7f556a8af31a6091df2cdd50c2bdb0451a4c0
ios
allowed
rate_limit
false
1
DEF2025_00010762
1,766,589,601,313
125.17.104.86
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
32124d45e6acec9c84b51a7fb986af64733dddcdf025656f48ac49bdd3dfef30
gemini-1.5
collection
jailbreak_attempt
2,728
0.608
true
25
276
4807ce1e984a29802b1dfaf98ec40944b06d599d48c789aa336cd6b289f466d3
linux
blocked
toxicity_classifier
true
0.96
DEF2025_00010763
1,766,561,580,963
186.85.191.12
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
116ede92c292390c17496388e682846b6b05d73e8b3cc82ed203348ab84f931f
grok-4
collection
adversarial_example
3,167
0.497
false
22
370
1f933474fd75eeb4a8f73b2873e1a847ad9b14c8683da998adbb6df8f708b793
linux
blocked
content_filter
true
0.88
DEF2025_00010764
1,766,530,800,969
216.28.201.167
clean
Python-requests/2.31
1ab4d01f57dfc1a6b94506ec0b398404155b0863e93fa8901f4554eca4ef1c46
grok-3
impact
backdoor_trigger
1,282
0.128
true
5
18
19ca433e092dbfc6ebabeeaa9dc683176468bccf76e662113b68e5fda2221993
ios
blocked
toxicity_classifier
true
0.92
DEF2025_00010765
1,766,563,140,951
55.26.193.104
clean
curl/8.1.2
e755b69243a4784c428c59d82dc995347355e5f64c1e3659eb740288655b36cf
llama-3
persistence
benign_query
1,455
0.756
false
3
50
dee1a16b3ae0978f3f194f4377c7221ef7f5c11a9d129e19090599c22332efad
linux
allowed
toxicity_classifier
false
1
DEF2025_00010766
1,766,552,820,999
138.219.68.62
clean
PostmanRuntime/7.32
1e03cb65259fee7045075e5cf61407a24ff95f3f728e0a12c01fa83e1ddeb69c
claude-3
exfiltration
benign_query
2,341
0.727
false
4
15
cead089f5d2dbc0aa0f250e84585b434e3c196855f3a9f654da39c5acf037ff2
android
allowed
rate_limit
false
1
DEF2025_00010767
1,766,545,621,202
93.140.233.54
clean
PostmanRuntime/7.32
38b92ce09d74347d33f99e19277a4a3a06d8d5e3829817154b873e82a09b3d94
llama-3
exfiltration
membership_inference
1,479
0.849
true
5
25
00e19eb9fd1b2a8a93cadaa7b4ee7e5c18020c761094e3d2318ff84564143e57
windows
blocked
content_filter
true
0.94
DEF2025_00010768
1,766,557,260,779
29.2.179.101
clean
Python-requests/2.31
841b1a406393e5c4d3ea0e7717846e07c9e12495cf1ab3acac1d9d79e5e4d071
llama-3
discovery
benign_query
2,614
0.236
false
1
12
68a4b0b9c95dbe63800dcdf3fc8cb87d91e5d164e6055ed5e57cdfa4795d057b
ios
allowed
jailbreak_detector
false
1
DEF2025_00010769
1,766,603,940,666
214.210.229.223
clean
curl/8.1.2
f3596d8b8d17ecdad310e03839de3a4be4064ee70c768b56e669161eeb7ef49f
claude-3
reconnaissance
benign_query
3,742
0.113
false
3
15
40fdbd8891d6ac5a83c9f2ec2c16de179188c0381351901fdce5f26d4c264020
macos
allowed
jailbreak_detector
false
1
DEF2025_00010770
1,766,524,861,499
140.229.8.223
clean
curl/8.1.2
3490e3e14765c7b74a30df1d7f2ed35874f3962beacb9bc849cae154398a275c
grok-3
lateral_movement
benign_query
1,077
0.996
false
4
48
4dc27d1382368934b1401953a1049ced5efb5ba6d4980e50cefa9c65e53a1f32
macos
allowed
content_filter
false
1
DEF2025_00010771
1,766,589,300,855
134.94.169.202
clean
PostmanRuntime/7.32
841e7ad28f61fc2f71aab13b3e9bb5d7aa8156dc08d9fad7a43c86421689537c
claude-3
credential_access
adversarial_example
2,847
0.452
false
5
43
744364c86f3fc5d0d29a2f6bb90fdcb88b5db0ccf702ab5cc849cfe724252468
macos
blocked
toxicity_classifier
true
0.88
DEF2025_00010772
1,766,537,521,248
82.68.176.212
clean
curl/8.1.2
ad364d82ce02fceb5dc78a9fceb790222d118cdce4f390f7adafe2de01aa39cc
grok-4
impact
benign_query
2,070
0.539
false
2
22
4d63f2637b5fa49416db587fcd45d0a913076ae0d1e28214de0b1192c422622e
ios
allowed
content_filter
false
1
DEF2025_00010773
1,766,593,501,325
166.135.102.113
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
6c42c3037a22b6d8bf90c2d631c87ec9a15b071fb7e335977ac100935d7b3de3
grok-3
discovery
backdoor_trigger
3,516
0.287
false
5
259
24492568ddc393b313f98ecdb702925fb380c306069809f67833ef7db6970cdb
windows
blocked
rate_limit
true
0.97
DEF2025_00010774
1,766,598,841,200
62.150.254.157
clean
PostmanRuntime/7.32
2a693f81b83f085789ac33d4dc930306fc12012d9f2c8e0f67bf363d5b52336a
claude-3
impact
benign_query
1,262
0.877
false
3
28
c32f3541e1e985e41313a3585aaa2fb10783478e7b95a47c8a912b445c8d8834
ios
allowed
content_filter
false
1
DEF2025_00010775
1,766,559,420,679
198.221.187.109
clean
PostmanRuntime/7.32
8284aec73bc22529ee0bcf3b1d17a9235dabfe9aa3385da6a670834b7e6b03da
gemini-1.5
execution
benign_query
688
0.353
false
1
36
c083170c9baaadb829feae723cbad457b4e7a01a1c725406c8a6495c7ac157e5
linux
allowed
content_filter
false
1
DEF2025_00010776
1,766,542,201,497
153.112.199.62
clean
PostmanRuntime/7.32
3b3c04a4d75a46649e83c7135c28823dbde6698d673f5aa694010d9a7a45bbbc
llama-3
exfiltration
benign_query
969
0.051
false
5
19
4efdf7c409580fd142a6334abf9654439fa05e587f7be8e848d16282033091ad
ios
allowed
jailbreak_detector
false
1
DEF2025_00010777
1,766,521,981,156
212.221.249.195
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
16b60d0f95fea1b5823ef52287f83ccdb2b553ccac32ca06b99917540a161ba8
grok-4
discovery
adversarial_example
3,692
0.491
true
22
119
73aa024f243ea376d6c0e6d921fd39910fa476454bc2e3a6806aaba3caf7f8ee
android
blocked
toxicity_classifier
true
0.87
DEF2025_00010778
1,766,545,201,419
37.177.129.229
clean
PostmanRuntime/7.32
07024693e97ef0574e07e2aa49fb0c11903915dc080aba4123eed72b9ca0e0d9
grok-3
lateral_movement
benign_query
3,614
0.617
false
5
21
a24350cafd7308f601c2d54d68d9ab2b8b61f66c14481d210a14edadc6174fa8
linux
allowed
jailbreak_detector
false
1
DEF2025_00010779
1,766,527,380,908
144.54.62.156
clean
curl/8.1.2
85941e45db988bb17656a18cec21c684fc7e4329b5e05922f5b11381e6f5135d
claude-3
discovery
benign_query
1,489
0.205
false
2
38
5ec52c98dc1fc678f2635efa6eab89025bad94f75532bdb9440d089f9b8a779e
linux
allowed
jailbreak_detector
false
1
DEF2025_00010780
1,766,529,601,137
216.231.59.124
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
fdd1dfc9e4bba91f2514cf188f138088a0b3b84a754f33ce0bc265b4296af0e3
claude-3
initial_access
model_inversion
1,327
0.949
true
11
112
c8f88b24e2b1a849762cea537bcd4c54935e8eb7634dfb8b0afbca3d5950625d
macos
blocked
content_filter
true
0.89
DEF2025_00010781
1,766,578,021,477
112.235.68.39
clean
Python-requests/2.31
068c3191233ab4d029398674e0ea7d658ec58859626497f0fa13ef0bb75967cf
claude-3
reconnaissance
benign_query
2,459
0.697
false
1
23
323f5c35a5d39b1bd0202d9847cf31f463f881af0e21f22b4bb24b381d30487b
linux
allowed
rate_limit
false
1
DEF2025_00010782
1,766,546,641,445
25.168.17.122
clean
curl/8.1.2
1a54c5aa559dad3054857b63c4f76fedf33e2601746d591e606be77b9f0d4f44
grok-3
persistence
benign_query
1,911
0.282
false
1
26
aa36126ad0a68d3365b65b3480662a5e7cc94e41dd008e8c462524bf790bfc32
macos
allowed
toxicity_classifier
false
1
DEF2025_00010783
1,766,580,721,539
175.116.129.227
clean
PostmanRuntime/7.32
58a81db97089a424e7a094172ba20e066ed5742c240f76ac5cfb1a271f944f2d
grok-3
reconnaissance
benign_query
2,954
0.212
false
5
44
c36c0df59304313cd1f89236fe3ea85b1c60e61c8a7ba41b3f7ca87b83eb5aeb
macos
allowed
toxicity_classifier
false
1
DEF2025_00010784
1,766,574,121,405
194.12.101.90
clean
Python-requests/2.31
58c7d1d17cd5a6cd015e9e708ad75ee961faeefec1355c87a76043084bea53a5
llama-3
exfiltration
model_inversion
1,375
0.796
true
2
49
46a152dea0aa75203c5613abd2d2bedf7c00c498709edf94258237b62cdf2625
macos
blocked
jailbreak_detector
true
0.91
DEF2025_00010785
1,766,567,700,708
100.133.106.23
clean
curl/8.1.2
d59e7a5c34929a513ddddde153e436ce971eda6642bd4d804897e7927c4064d2
grok-3
lateral_movement
benign_query
1,142
0.207
false
2
27
15ae3d208291b8739fda128add41faffbda2d2584cf75661308ff0d4906bd229
ios
allowed
rate_limit
false
1
DEF2025_00010786
1,766,537,641,100
108.90.182.209
clean
Python-requests/2.31
104cc2e659707e29cd767b3c8c631adff293a9f195cfa1fab3661b7b98982cea
gemini-1.5
persistence
benign_query
631
0.184
false
5
50
6c153183da36199678fe776012dbe907c62046c64bfc9cd15c782ff24dd9d6c9
macos
allowed
toxicity_classifier
false
1
DEF2025_00010787
1,766,549,580,989
6.91.42.167
clean
PostmanRuntime/7.32
263f88ae3f80b6ee90e872197f99d7557a7a45a37460d4122a1ab9959fa022db
grok-4
reconnaissance
benign_query
1,332
0.044
false
3
45
b934cf961078fc2f694f461395ab9e41094150700fa84bfc6faf3af7519f2259
linux
allowed
toxicity_classifier
false
1
DEF2025_00010788
1,766,583,780,916
207.33.40.3
clean
Python-requests/2.31
5414ec9d77bb1390677084acef31c4199d9c8f9feb144a7ca102ae10abe260c2
grok-4
collection
benign_query
1,747
0.348
false
3
21
b45c724ef6c9c284340b6beb295da80dcc6fc1937906d78add178d1e0091f0de
linux
allowed
toxicity_classifier
false
1
DEF2025_00010789
1,766,579,521,051
208.235.216.169
clean
Python-requests/2.31
d77786de595080f470174a190f112509ee0c79af0a50d940b40825151da9ceaf
claude-3
collection
benign_query
2,651
0.452
false
4
31
70ae6f3165535d405dfca62191c9514285701bad6f66f3347011ff3ed526f087
android
allowed
jailbreak_detector
false
1
DEF2025_00010790
1,766,582,041,593
185.97.91.79
clean
PostmanRuntime/7.32
2a8bab171b242c935a14a5a1cb7fce080d92f7c31cc976d8d6f236177aae7103
grok-4
exfiltration
benign_query
627
0.458
false
2
18
7377d7338e76cb16a3a1e594d1da681a9816bcfea85a9701952288ed0c2d72ef
macos
allowed
rate_limit
false
1
DEF2025_00010791
1,766,591,341,535
104.48.120.112
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
74d46256c03683b26c6162f4c60b07520be95621407eb8598df7312ebf6ea350
grok-4
initial_access
prompt_injection
1,287
0.666
true
12
230
c1549abfc51f0256c29f79755b68dc3bdd28ca02f26677ba6966f8013a28b256
macos
blocked
toxicity_classifier
true
0.91
DEF2025_00010792
1,766,528,701,090
17.50.13.224
clean
Python-requests/2.31
2d3bf5a7902ad56fe3b1c5b3eba42cb54102d4f085cb4c8f9a20dc200317612d
gemini-1.5
credential_access
benign_query
1,704
0.413
false
5
41
00ee75e466ab3ad49817ad9ec9c5d135d5201c7ad93019c94c9c87b38ee8b808
windows
allowed
content_filter
false
1
DEF2025_00010793
1,766,586,000,991
161.199.85.12
clean
Python-requests/2.31
82727fae38150e33de17059bf18d32fb31ccd33549b862960afdce9f251ca201
llama-3
initial_access
benign_query
1,940
0.652
false
2
17
25a2fd9bed2c92aaabe88d29cb796a79064b94105853166e3ce5435eafb92c13
windows
allowed
toxicity_classifier
false
1
DEF2025_00010794
1,766,560,621,454
31.129.158.35
clean
curl/8.1.2
c953f6888ac4a23b35736a657d89e6be56408b7497261d87d8a179ee8962a304
gemini-1.5
lateral_movement
benign_query
844
0.341
false
2
31
366a3d2139656f9699b10ad5828a3d289737645e09373065f5894d7fe1ea259e
android
allowed
toxicity_classifier
false
1
DEF2025_00010795
1,766,543,581,462
127.175.171.36
clean
Python-requests/2.31
9c7787df0036377b719990b473edf770674ad9c13b3d7529efeb4ff3789beaa7
grok-4
lateral_movement
benign_query
3,220
0.842
false
3
44
db4fcc11dacc27029409584da5957de3971501778812119cb03538aef6da4111
ios
allowed
rate_limit
false
1
DEF2025_00010796
1,766,559,421,341
106.84.181.146
clean
PostmanRuntime/7.32
d15c3d01c80de35d0bfc396dd569775e05b99ffca315f200dfac821b2af34ca7
llama-3
exfiltration
benign_query
519
0.451
false
4
25
ade8bd7fadcf840e71a4b4d2686a28396c9e3455ebf6cc9b092d92ef83a98141
windows
allowed
jailbreak_detector
false
1
DEF2025_00010797
1,766,552,281,637
48.230.250.241
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
0d0f16d5281d5553a11de3617cd445fdf6d7c50d240a3120435acb699e3ccf1c
grok-3
persistence
data_poisoning
2,887
0.708
true
27
257
d6848181b4787e659f985bf020358046a72351fa1205eb4aa6f025222a9cee2a
linux
blocked
toxicity_classifier
true
0.99
DEF2025_00010798
1,766,598,961,150
96.169.94.48
clean
PostmanRuntime/7.32
503468fe62fc96ed9a5a5f697736ae5931b1e77fcde2a61708ec37305ae8562f
gemini-1.5
reconnaissance
adversarial_example
2,912
0.739
true
5
46
06b51f9cadf7352d469c6d1890bf0762ae1456d9291c2b1d32dc5738e51e9875
linux
blocked
jailbreak_detector
true
0.96
DEF2025_00010799
1,766,565,961,263
178.244.34.156
clean
curl/8.1.2
7bd36d5601fd4a84aa5df270c584397850451bb56a0710293401d5f59e8b5748
llama-3
discovery
benign_query
3,204
0.239
false
5
25
92edcd01bc81bd7d677be2767fe0fb905b558b623b32e5858171f0decfcda77e
linux
allowed
jailbreak_detector
false
1